{"id":86,"date":"2024-01-17T13:50:21","date_gmt":"2024-01-17T13:50:21","guid":{"rendered":"https:\/\/inets.inf.unibz.it\/?page_id=86"},"modified":"2026-02-12T09:28:13","modified_gmt":"2026-02-12T09:28:13","slug":"publications-2","status":"publish","type":"page","link":"https:\/\/inets.inf.unibz.it\/?page_id=86","title":{"rendered":"Publications"},"content":{"rendered":"\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<span style=\"float:right;font-size: small;\">[Last updated: 12.02.2026]<\/span>\n<span>2026<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.bspc.2025.108742\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Hanan Aljuaid, Hanan Adlan, Budoor Alkebsi, Badria Sulaiman Alfurhood, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>:\n<br \/>\n<em>An experimental comparison of deep learning models for pneumonia classification from chest X-ray images.<\/em><br \/> Biomed. Signal Process. Control. 2026.<\/li>\n<\/ul>\n<span>2025<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-87897-8_7\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Laura Meneghetti, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50861-edoardo-bianchi\" target=\"_blank\">Bianchi Edoardo<\/a>, Nicola Demo, Gianluigi Rozza:\n<br \/>\n<em>KD-AHOSVD: Neural Network Compression via Knowledge Distillation and Tensor Decomposition.<\/em><br \/> DASIP 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICHMS65439.2025.11154163\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/it\/faculties\/engineering\/academic-staff\/person\/47769-sergei-katkov\" target=\"_blank\">Sergei Katkov<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/mohammadshirdel\/\" target=\"_blank\">Mohammad Shirdel<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Alessandro Vietti, Egle Sciuto, Maura D&#8217;Amico, Mariella Raciti, Vincenzo Saita:\n<br \/>\n<em>Features in Pathological Voice Distortions.<\/em><br \/> ICHMS 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/IJCNN64981.2025.11228400\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Davide Domini, <a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, Gianluca Aguzzi, <a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50714-amirhossein-douzandeh-zenoozi\" target=\"_blank\">Amirhossein Douzandeh Zenoozi<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Mirko Viroli:\n<br \/>\n<em>Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0.<\/em><br \/> IJCNN 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/WACVW65960.2025.00139\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50861-edoardo-bianchi\" target=\"_blank\">Bianchi Edoardo<\/a>, Oswald Lanz:\n<br \/>\n<em>Gate-Shift-Pose: Enhancing Action Recognition in Sports with Skeleton Information.<\/em><br \/> WACV (Workshops) 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2025.3557822\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Muhammad Rashid Minhas, Qaisar M. Shafi, Shoab Ahmed Khan, Tahir Ahmad, Subhan Ullah, Attaullah Buriro, <a href=\"https:\/\/www.unibz.it\/it\/faculties\/engineering\/academic-staff\/person\/47326-muhammad-azfar-yaqub\" target=\"_blank\">Muhammad Azfar Yaqub<\/a>:\n<br \/>\n<em>F-OSFA: A Fog Level Generalizable Solution for Zero-Day DDOS Attacks Detection.<\/em><br \/> IEEE Access 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2025.3596836\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Marco Todescato, Barbara Russo:\n<br \/>\n<em>GResilience: Decision-Making Policies for Trading Off Greenness and Resilience in Online Collaborative AI Systems.<\/em><br \/> IEEE Access 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2503.04470\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50861-edoardo-bianchi\" target=\"_blank\">Bianchi Edoardo<\/a>, Oswald Lanz:\n<br \/>\n<em>Gate-Shift-Pose: Enhancing Action Recognition in Sports with Skeleton Information.<\/em><br \/> CoRR 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2503.19525\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50861-edoardo-bianchi\" target=\"_blank\">Bianchi Edoardo<\/a>:\n<br \/>\n<em>Beyond Relevance: An Adaptive Exploration-Based Framework for Personalized Recommendations.<\/em><br \/> CoRR 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2505.08665\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50861-edoardo-bianchi\" target=\"_blank\">Bianchi Edoardo<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation.<\/em><br \/> CoRR 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2506.04996\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50861-edoardo-bianchi\" target=\"_blank\">Bianchi Edoardo<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>PATS: Proficiency-Aware Temporal Sampling for Multi-View Sports Skill Assessment.<\/em><br \/> CoRR 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2507.07613\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Davide Domini, <a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, Gianluca Aguzzi, <a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50714-amirhossein-douzandeh-zenoozi\" target=\"_blank\">Amirhossein Douzandeh Zenoozi<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Mirko Viroli:\n<br \/>\n<em>Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0.<\/em><br \/> CoRR 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2507.21884\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50861-edoardo-bianchi\" target=\"_blank\">Bianchi Edoardo<\/a>:\n<br \/>\n<em>Exploration on Demand: From Algorithmic Control to User Empowerment.<\/em><br \/> CoRR 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2509.02077\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Refat Tahseen Othman, <a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>, Bruno Rossi 0001, Barbara Russo:\n<br \/>\n<em>From Attack Descriptions to Vulnerabilities: A Sentence Transformer-Based Approach.<\/em><br \/> CoRR 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2509.26278\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50861-edoardo-bianchi\" target=\"_blank\">Bianchi Edoardo<\/a>, Jacopo Staiano, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>ProfVLM: A Lightweight Video-Language Model for Multi-View Proficiency Estimation.<\/em><br \/> CoRR 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2511.16593\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>:\n<br \/>\n<em>Green Resilience of Cyber-Physical Systems: Doctoral Dissertation.<\/em><br \/> CoRR 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.3389\/fcomp.2025.1563942\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50714-amirhossein-douzandeh-zenoozi\" target=\"_blank\">Amirhossein Douzandeh Zenoozi<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>:\n<br \/>\n<em>A comparative study of neural network pruning strategies for industrial applications.<\/em><br \/> Frontiers Comput. Sci. 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.inffus.2025.103139\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Yuxuan Lin 0001, Yang Chang, Xuan Tong, Jiawen Yu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Guofan Huang, Wei Song 0007, Deyu Zeng, Zongze Wu 0001, Yan Wang 0068, Wenqiang Zhang:\n<br \/>\n<em>A survey on RGB, 3D, and multimodal approaches for unsupervised industrial image anomaly detection.<\/em><br \/> Inf. Fusion 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/IOTM.001.2400147\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Abdul Baseer Buriro, Attaullah Buriro, Muhammad Ali Jamshed, Wali Ullah Khan, <a href=\"https:\/\/www.unibz.it\/it\/faculties\/engineering\/academic-staff\/person\/47326-muhammad-azfar-yaqub\" target=\"_blank\">Muhammad Azfar Yaqub<\/a>:\n<br \/>\n<em>Securing Military IoT: Context-Aware Biometrics at the Edge.<\/em><br \/> IEEE Internet Things Mag. 2025.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.jbi.2025.104799\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Andrea Campagner, Luca Marconi, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50861-edoardo-bianchi\" target=\"_blank\">Bianchi Edoardo<\/a>, Beatrice Arosio, Paolo Rossi, Giorgio Annoni, Tiziano Angelo Lucchi, Nicola Montano, Federico Cabitza:\n<br \/>\n<em>Uncovering hidden subtypes in dementia: An unsupervised machine learning approach to dementia diagnosis and personalization of care.<\/em><br \/> J. Biomed. Informatics 2025.<\/li>\n<\/ul>\n<span>2024<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-80607-0_16\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/it\/faculties\/engineering\/academic-staff\/person\/47769-sergei-katkov\" target=\"_blank\">Sergei Katkov<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Alessandro Vietti:\n<br \/>\n<em>ASR Systems Under Acoustic Challenges: A Multilingual Study.<\/em><br \/> AI*IA 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/BDCAT63179.2024.00033\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Xiaochen Liu, Alexander W. Jacob, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Global Feature Attribution Map based on Optical Flow for Super Resolution Neural Networks.<\/em><br \/> BDCAT 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1145\/3644815.3644955\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Marco Todescato, Barbara Russo:\n<br \/>\n<em>Modeling Resilience of Collaborative AI Systems.<\/em><br \/> CAIN 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-68323-7_8\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Mattia Andrea Antinori, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Evaluation of High Sparsity Strategies for Efficient Binary Classification.<\/em><br \/> DaWaK 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-68323-7_10\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/mohammadshirdel\/\" target=\"_blank\">Mohammad Shirdel<\/a>, Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Exploring Evaluation Metrics for Binary Classification in Data Analysis: the Worthiness Benchmark Concept.<\/em><br \/> DaWaK 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/IDSTA62194.2024.10747005\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/amir-aieb-a414b3143\/\" target=\"_blank\">Amir Aieb<\/a>, Alexander W. Jacob, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Muhammad Usman Liaqat:\n<br \/>\n<em>A Hybrid Surrogate Deep Learning Model for Actual Evapotranspiration Prediction.<\/em><br \/> IDSTA 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/IDSTA62194.2024.10746999\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/it\/faculties\/engineering\/academic-staff\/person\/47769-sergei-katkov\" target=\"_blank\">Sergei Katkov<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Alessandro Vietti:\n<br \/>\n<em>Evaluating the Robustness of ASR Systems in Adverse Acoustic Conditions.<\/em><br \/> IDSTA 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/IDSTA62194.2024.10746988\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Xiaochen Liu, Alexander W. Jacob, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Interpreting Image Super-Resolution in Artificial Neural Networks from Global and Local Views.<\/em><br \/> IDSTA 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-78090-5_13\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/phd-computer-science\/phd-students\/phd\/50714-amirhossein-douzandeh-zenoozi\" target=\"_blank\">Amirhossein Douzandeh Zenoozi<\/a>, Babak Majidi, <a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Hybrid Edge-Cloud Federated Learning: The Case of Lightweight Smoking Detection.<\/em><br \/> iiWAS (1) 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/MedComNet62012.2024.10578296\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, Giovanni Galatro, Fabio Postiglione, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Evaluating Recurrent Neural Networks for prediction of Multi- Variate time series VoIP metrics.<\/em><br \/> MedComNet 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-78049-3_10\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>:\n<br \/>\n<em>Comparing Training of Sparse to Classic Neural Networks for Binary Classification in Medical Data.<\/em><br \/> MoMM 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-981-97-8490-5_30\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Chengbing Liu, Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Unsupervised Underwater Image Enhancement Combining Imaging Restoration and Prompt Learning.<\/em><br \/> PRCV (2) 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-77961-9_6\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/it\/faculties\/engineering\/academic-staff\/person\/47769-sergei-katkov\" target=\"_blank\">Sergei Katkov<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Alessandro Vietti:\n<br \/>\n<em>Benchmarking Whisper Under Diverse Audio Transformations and Real-Time Constraints.<\/em><br \/> SPECOM (1) 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2024.3372379\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;M. Usman Saleem, Muhammad Rehan Usman, <a href=\"https:\/\/www.unibz.it\/it\/faculties\/engineering\/academic-staff\/person\/47326-muhammad-azfar-yaqub\" target=\"_blank\">Muhammad Azfar Yaqub<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Atif Asim:\n<br \/>\n<em>Smarter Grid in the 5G Era: Integrating the Internet of Things With a Cyber-Physical System.<\/em><br \/> IEEE Access 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2024.3366451\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Muhammad Sohail, Ijaz Ali Shoukat, Abd Ullah Khan, Haram Fatima, Mohsin Raza Jafri, <a href=\"https:\/\/www.unibz.it\/it\/faculties\/engineering\/academic-staff\/person\/47326-muhammad-azfar-yaqub\" target=\"_blank\">Muhammad Azfar Yaqub<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Deep Learning Based Multi Pose Human Face Matching System.<\/em><br \/> IEEE Access 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.comnet.2024.110286\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, Giovanni Galatro, Fabio Postiglione, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Hybrid learning strategies for multivariate time series forecasting of network quality metrics.<\/em><br \/> Comput. Networks 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2401.12632\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Marco Todescato, Barbara Russo:\n<br \/>\n<em>Modeling Resilience of Collaborative AI Systems.<\/em><br \/> CoRR 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2410.21982\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Yuxuan Lin 0001, Yang Chang, Xuan Tong, Jiawen Yu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Guofan Huang, Wei Song 0007, Deyu Zeng, Zongze Wu 0001, Yan Wang 0068, Wenqiang Zhang:\n<br \/>\n<em>A Survey on RGB, 3D, and Multimodal Approaches for Unsupervised Industrial Anomaly Detection.<\/em><br \/> CoRR 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.icte.2024.09.018\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Rozi Khan, Muhammad Sohail, Imran Usman, Moid Sandhu, Mohsin Raza Jafri, <a href=\"https:\/\/www.unibz.it\/it\/faculties\/engineering\/academic-staff\/person\/47326-muhammad-azfar-yaqub\" target=\"_blank\">Muhammad Azfar Yaqub<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Comparative study of deep learning techniques for DeepFake video detection.<\/em><br \/> ICT Express 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.ins.2024.120882\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/mohammadshirdel\/\" target=\"_blank\">Mohammad Shirdel<\/a>, Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Worthiness Benchmark: A novel concept for analyzing binary classification evaluation metrics.<\/em><br \/> Inf. Sci. 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.jvcir.2024.104052\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Zhihao Shen, Minghua Zhang, Yan Wang 0068, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>A hierarchical probabilistic underwater image enhancement model with reinforcement tuning.<\/em><br \/> J. Vis. Commun. Image Represent. 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TII.2024.3353912\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Yan Wang 0068, Shaoqi Yan, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Jing Liu 0050, Dingkang Yang, Shuyong Gao, Wenqiang Zhang:\n<br \/>\n<em>MGR3Net: Multigranularity Region Relation Representation Network for Facial Expression Recognition in Affective Robots.<\/em><br \/> IEEE Trans. Ind. Informatics 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TII.2023.3341259\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Qing Zhao 0007, Yan Wang 0068, Boyang Wang 0003, Junxiong Lin, Shaoqi Yan, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Jiawen Yu, Shuyong Gao, Wenqiang Zhang:\n<br \/>\n<em>MSC-AD: A Multiscene Unsupervised Anomaly Detection Dataset for Small Defect Detection of Casting Surface.<\/em><br \/> IEEE Trans. Ind. Informatics 2024.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TNSM.2023.3295748\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, Giovanni Galatro, Fabio Postiglione, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Multivariate Time Series Characterization and Forecasting of VoIP Traffic in Real Mobile Networks.<\/em><br \/> IEEE Trans. Netw. Serv. Manag. 2024.<\/li>\n<\/ul>\n<span>2023<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-53468-3_28\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Tommaso Serafin, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Multi-class Classification Performance Improvements Through High Sparsity Strategies.<\/em><br \/> COMPLEX NETWORKS (1) 2023.<\/li>\n<li>\n<a href=\"https:\/\/dl.acm.org\/doi\/10.5555\/3639940.3639993\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Rachel Fanti Coelho Limaa, <a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, <a href=\"https:\/\/www.unibz.it\/it\/faculties\/engineering\/academic-staff\/person\/47326-muhammad-azfar-yaqub\" target=\"_blank\">Muhammad Azfar Yaqub<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>MiniLearn: On-Device Learning for Low-Power IoT Devices.<\/em><br \/> EWSN 2023.<\/li>\n<li>\n<a href=\"https:\/\/dl.acm.org\/doi\/10.5555\/3639940.3639951\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/mohammadshirdel\/\" target=\"_blank\">Mohammad Shirdel<\/a>, Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Relative Information Superiority (RIS): a Novel Evaluation Measure for Binary Rule-Based Classification Models.<\/em><br \/> EWSN 2023.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-81241-5_22\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Tommaso Serafin, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Miniaturisation of Binary Classifiers Through Sparse Neural Networks.<\/em><br \/> NUMTA (1) 2023.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-49266-2_13\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Marco Todescato, Barbara Russo:\n<br \/>\n<em>CAIS-DMA: A Decision-Making Assistant for Collaborative AI Systems.<\/em><br \/> PROFES (1) 2023.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-43240-8_18\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Marco Todescato, Barbara Russo:\n<br \/>\n<em>GResilience: Trading Off Between the Greenness and the Resilience of Collaborative AI Systems.<\/em><br \/> ICTSS 2023.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2307.06645\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, Giovanni Galatro, Fabio Postiglione, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Multivariate Time Series characterization and forecasting of VoIP traffic in real mobile networks.<\/em><br \/> CoRR 2023.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2311.04562\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Marco Todescato, Barbara Russo:\n<br \/>\n<em>CAIS-DMA: A Decision-Making Assistant for Collaborative AI Systems.<\/em><br \/> CoRR 2023.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2311.04569\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Marco Todescato, Barbara Russo:\n<br \/>\n<em>GResilience: Trading Off Between the Greenness and the Resilience of Collaborative AI Systems.<\/em><br \/> CoRR 2023.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2311.05201\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>:\n<br \/>\n<em>Green Resilience of Cyber-Physical Systems.<\/em><br \/> CoRR 2023.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.neucom.2023.01.056\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Shubo Xu, Minghua Zhang, Wei Song 0007, Haibin Mei, Qi He 0003, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>A systematic review and analysis of deep learning-based underwater object detection.<\/em><br \/> Neurocomputing 2023.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TBC.2022.3210385\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Xiaochen Liu, Wei Song 0007, Qi He 0003, Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Speeding Up Subjective Video Quality Assessment via Hybrid Active Learning.<\/em><br \/> IEEE Trans. Broadcast. 2023.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TSUSC.2023.3252039\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maryleen U. Ndubuaku, Muhammad K. Ali, Ashiq Anjum, Lu Liu 0001, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Omer F. Rana:\n<br \/>\n<em>Edge-Enhanced QoS Aware Compression Learning for Sustainable Data Stream Analytics.<\/em><br \/> IEEE Trans. Sustain. Comput. 2023.<\/li>\n<\/ul>\n<span>2022<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-21131-7_34\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Pasquale De Meo, Keyvan Golalipour, Xiaoyang Liu 0001, Giacomo Fiumara, Andrea Tagarelli, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Analysis on the Effects of Graph Perturbations on Centrality Metrics.<\/em><br \/> COMPLEX NETWORKS (2) 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/DASC\/PiCom\/CBDCom\/Cy55231.2022.9927759\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/mohammadshirdel\/\" target=\"_blank\">Mohammad Shirdel<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, Giuseppe Di Fatta, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Event Detection in Financial Markets.<\/em><br \/> DASC\/PiCom\/CBDCom\/CyberSciTech 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ISSREW55968.2022.00048\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/drimawi\/\" target=\"_blank\">Diaeddin Rimawi<\/a>:\n<br \/>\n<em>Green Resilience of Cyber-Physical Systems.<\/em><br \/> ISSRE Workshops 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-20436-4_5\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Xiaochen Liu, Wei Song 0007, Wenbo Zhang 0004, Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Efficient Subjective Video Quality Assessment Based on Active Learning and Clustering.<\/em><br \/> MoMM 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.cmpb.2022.106951\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Hanan Aljuaid, Nazik Alturki, Najah Alsubaie, <a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Computer-aided diagnosis for breast cancer classification using deep neural networks and transfer learning.<\/em><br \/> Comput. Methods Programs Biomed. 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.comnet.2022.109393\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Marco Uras, Enrico Ferrara, Raimondo Cossu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Luigi Atzori:\n<br \/>\n<em>MAC address de-randomization for WiFi device counting: Combining temporal- and content-based fingerprints.<\/em><br \/> Comput. Networks 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.comcom.2022.07.014\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Constantine Ayimba, <a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, Paolo Casari, Vincenzo Mancuso:\n<br \/>\n<em>Driving under influence: Robust controller migration for MEC-enabled platooning.<\/em><br \/> Comput. Commun. 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.comcom.2022.06.034\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Renato Lo Cigno, <a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>:\n<br \/>\n<em>Cooperative driving: A comprehensive perspective, the role of communications, and its potential development.<\/em><br \/> Comput. Commun. 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.comcom.2022.03.016\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Rapha\u00ebl Frank, <a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, Uichin Lee:\n<br \/>\n<em>Special Issue on the 16th Wireless On-demand Network systems and Services Conference.<\/em><br \/> Comput. Commun. 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2203.06935\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Yan Wang 0068, Wei Song 0007, Wei Tao 0003, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Dawei Yang, Xinlei Li, Shuyong Gao, Yixuan Sun, Weifeng Ge, Wei Zhang 0016, Wenqiang Zhang:\n<br \/>\n<em>A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances.<\/em><br \/> CoRR 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.inffus.2022.03.009\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Yan Wang 0068, Wei Song 0007, Wei Tao 0003, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Dawei Yang, Xinlei Li, Shuyong Gao, Yixuan Sun, Weifeng Ge, Wei Zhang 0016, Wenqiang Zhang:\n<br \/>\n<em>A systematic review on affective computing: emotion models, databases, and recent advances.<\/em><br \/> Inf. Fusion 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.patcog.2021.108207\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Muhammad Usman Yaseen, Ashiq Anjum, Giancarlo Fortino, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Amir Hussain 0001:\n<br \/>\n<em>Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks.<\/em><br \/> Pattern Recognit. 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.3390\/rs14010168\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Wen Gao 0018, Qi He 0003, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Weiqi Guo:\n<br \/>\n<em>SI-STSAR-7: A Large SAR Images Dataset with Spatial and Temporal Information for Classification of Winter Sea Ice in Hudson Bay.<\/em><br \/> Remote. Sens. 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.3390\/rs14225753\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Hongtao Li, Qi He 0003, Guoping Gao, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>E-MPSPNet: Ice-Water SAR Scene Segmentation Based on Multi-Scale Semantic Features and Edge Supervision.<\/em><br \/> Remote. Sens. 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.3390\/s22093241\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/amir-aieb-a414b3143\/\" target=\"_blank\">Amir Aieb<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Ismahen Kadri, Khodir Madani:\n<br \/>\n<em>A Hybrid Water Balance Machine Learning Model to Estimate Inter-Annual Rainfall-Runoff.<\/em><br \/> Sensors 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.3390\/s22124349\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Omar Mimeche, <a href=\"https:\/\/www.linkedin.com\/in\/amir-aieb-a414b3143\/\" target=\"_blank\">Amir Aieb<\/a>, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Khodir Madani:\n<br \/>\n<em>A Novel Interannual Rainfall Runoff Equation Derived from Ol&#8217;Dekop&#8217;s Model Using Artificial Neural Networks.<\/em><br \/> Sensors 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TITS.2021.3115908\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Veronika Lesch, Martin Breitbach, <a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, Christian Becker 0001, Samuel Kounev, Christian Krupitzer:\n<br \/>\n<em>An Overview on Approaches for Coordination of Platoons.<\/em><br \/> IEEE Trans. Intell. Transp. Syst. 2022.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TNSE.2022.3164357\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Stefania Costantini, Pasquale De Meo, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giovanni Stilo:\n<br \/>\n<em>Network Connectivity Under a Probabilistic Node Failure Model.<\/em><br \/> IEEE Trans. Netw. Sci. Eng. 2022.<\/li>\n<\/ul>\n<span>2021<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-93413-2_38\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Marco Grassia, Giacomo Fiumara, Giuseppe Mangioni, Pasquale De Meo, Vincenza Carchiolo, Ovidiu Bagdasar, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Relations Between Entropy and Accuracy Trends in Complex Artificial Neural Networks.<\/em><br \/> COMPLEX NETWORKS 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-981-16-1781-2_78\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Correlation Analysis of Node and Edge Centrality Measures in Artificial Complex Networks.<\/em><br \/> ICICT (3) 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-96627-0_4\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, Mario Di Mauro, Ovidiu Bagdasar, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Critical Comparison of Data Imputation Techniques at IoT Edge.<\/em><br \/> IDC 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-96627-0_8\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, Giovanni Galatro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>A WNN-Based Approach for Network Intrusion Detection.<\/em><br \/> IDC 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-67835-7_12\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Shuyuan Dai, Dongmei Huang, Jinling Song, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Median-Pooling Grad-CAM: An Efficient Inference Level Visual Explanation for CNN Networks in Remote Sensing Image Classification.<\/em><br \/> MMM (2) 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1145\/3479239.3485681\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Constantine Ayimba, <a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, Paolo Casari, Vincenzo Mancuso:\n<br \/>\n<em>Closer than Close: MEC-Assisted Platooning with Intelligent Controller Migration.<\/em><br \/> MSWiM 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/VNC52810.2021.9644621\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, Lorenzo Ghiro, Renato Lo Cigno:\n<br \/>\n<em>On the Progressive Introduction of Heterogeneous CACC Capabilities.<\/em><br \/> VNC 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.23919\/WONS51326.2021.9415551\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, Piermaria Arvani, Renato Lo Cigno:\n<br \/>\n<em>A Critical Assessment of C-V2X Resource Allocation Scheme for Platooning Applications.<\/em><br \/> WONS 2021.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2103.00457\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Annamaria Ficara, <a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Criminal Networks Analysis in Missing Data scenarios through Graph Distances.<\/em><br \/> CoRR 2021.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2103.02504\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Graph and Network Theory for the analysis of Criminal Networks.<\/em><br \/> CoRR 2021.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2103.05427\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Correlation analysis of nodes and edges centrality measures in artificial complex networks.<\/em><br \/> CoRR 2021.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2104.04958\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, Giovanni Galatro, Giancarlo Fortino, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Supervised Feature Selection Techniques in Network Intrusion Detection: a Critical Review.<\/em><br \/> CoRR 2021.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2106.15329\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Muhammad Usman Yaseen, Ashiq Anjum, Giancarlo Fortino, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Amir Hussain 0001:\n<br \/>\n<em>Cloud based Scalable Object Recognition from Video Streams using Orientation Fusion and Convolutional Neural Networks.<\/em><br \/> CoRR 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.engappai.2021.104216\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, Giovanni Galatro, Giancarlo Fortino, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Supervised feature selection techniques in network intrusion detection: A critical review.<\/em><br \/> Eng. Appl. Artif. Intell. 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.future.2020.08.010\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Francesco Cauteruccio, Luca Cinelli, Enrico Corradini, Giorgio Terracina, Domenico Ursino, Luca Virgili, Claudio Savaglio, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giancarlo Fortino:\n<br \/>\n<em>A framework for anomaly detection and classification in Multiple IoT scenarios.<\/em><br \/> Future Gener. Comput. Syst. 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.future.2020.10.029\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Veronika Lesch, Christian Krupitzer, Kevin Stubenrauch, Nico Keil, Christian Becker 0001, Samuel Kounev, <a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>:\n<br \/>\n<em>A comparison of mechanisms for compensating negative impacts of system integration.<\/em><br \/> Future Gener. Comput. Syst. 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.inffus.2020.10.001\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, Maryleen U. Ndubuaku, Mario Di Mauro, Wei Song 0007, Min Chen 0003, Giancarlo Fortino, Ovidiu Bagdasar, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Smart anomaly detection in sensor systems: A multi-perspective review.<\/em><br \/> Inf. Fusion 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.3390\/s21237774\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, Mario Di Mauro, Ashiq Anjum, Ovidiu Bagdasar, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Embedded Data Imputation for Environmental Intelligent Sensing: A Case Study.<\/em><br \/> Sensors 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TGRS.2020.3049031\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Minghui Li, Wen Gao 0018, Dongmei Huang, Zhenling Ma, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Cristian Perra:\n<br \/>\n<em>Automatic Sea-Ice Classification of SAR Images Based on Spatial and Temporal Features Learning.<\/em><br \/> IEEE Trans. Geosci. Remote. Sens. 2021.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TITS.2020.2994537\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Timo Sturm, Christian Krupitzer, <a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, Christian Becker 0001:\n<br \/>\n<em>A Taxonomy of Optimization Factors for Platooning.<\/em><br \/> IEEE Trans. Intell. Transp. Syst. 2021.<\/li>\n<\/ul>\n<span>2020<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/BDCAT50828.2020.00018\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maryleen U. Ndubuaku, Muhammad K. Ali, Ashiq Anjum, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Stephan Reiff-Marganiec:\n<br \/>\n<em>Edge-enhanced analytics via latent space dimensionality reduction.<\/em><br \/> BDCAT 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/BigData50022.2020.9378447\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Danfeng Zhao, Zhou Huang, Feng Zhou, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Dongmei Huang:\n<br \/>\n<em>An Approximation Method for Large Graph Similarity.<\/em><br \/> IEEE BigData 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/CAMAD50429.2020.9209257\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Marco Uras, Raimondo Cossu, Enrico Ferrara, Ovidiu Bagdasar, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Luigi Atzori:\n<br \/>\n<em>WiFi Probes sniffing: an Artificial Intelligence based approach for MAC addresses de-randomization.<\/em><br \/> CAMAD 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-65351-4_23\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Graph Comparison and Artificial Models for Simulating Real Criminal Networks.<\/em><br \/> COMPLEX NETWORKS (2) 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/INFOCOMWKSHPS50562.2020.9162970\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mattia Milani, Marco Nesler, <a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, Luca Baldesi, Leonardo Maccari, Renato Lo Cigno:\n<br \/>\n<em>Improving BGP Convergence with Fed4FIRE+ Experiments.<\/em><br \/> INFOCOM Workshops 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/NetSoft48620.2020.9165357\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Maurizio Longo, Fabio Postiglione:\n<br \/>\n<em>Statistical Characterization of Containerized IP Multimedia Subsystem through Queueing Networks.<\/em><br \/> NetSoft 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/VNC51378.2020.9318331\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/michele-segata\/\" target=\"_blank\">Michele Segata<\/a>, Andrea Stedile, Renato Lo Cigno:\n<br \/>\n<em>Modeling Slipstreaming Effects in Vehicle Platoons.<\/em><br \/> VNC 2020.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2003.05303\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Annamaria Ficara, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Disrupting Resilient Criminal Networks through Data Analysis: The case of Sicilian Mafia.<\/em><br \/> CoRR 2020.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2006.13551\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Stefania Costantini, Pasquale De Meo, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giovanni Stilo:\n<br \/>\n<em>Network connectivity under a probabilistic node failure model.<\/em><br \/> CoRR 2020.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2009.09011\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, Giovanni Galatro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Experimental Review of Neural-based approaches for Network Intrusion Management.<\/em><br \/> CoRR 2020.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2009.12580\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>An experimental evaluation and characterization of VoIP over an LTE-A network.<\/em><br \/> CoRR 2020.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2009.13149\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Statistical Assessment of IP Multimedia Subsystem in a Softwarized Environment: a Queueing Networks Approach.<\/em><br \/> CoRR 2020.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2010.14946\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, Maryleen U. Ndubuaku, Mario Di Mauro, Wei Song 0007, Min Chen 0003, Giancarlo Fortino, Ovidiu Bagdasar, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Smart Anomaly Detection in Sensor Systems.<\/em><br \/> CoRR 2020.<\/li>\n<li>\n<a href=\"https:\/\/arxiv.org\/abs\/2012.13013\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Correlations among Game of Thieves and other centrality measures in complex networks.<\/em><br \/> CoRR 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/JAS.2020.1003237\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Giancarlo Fortino, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Fabrizio Messina, Domenico Rosaci, Giuseppe M. L. Sarn\u00e9:\n<br \/>\n<em>Evaluating group formation in virtual communities.<\/em><br \/> IEEE CAA J. Autom. Sinica 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/s00500-020-05302-y\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Artificial neural networks training acceleration through network science strategies.<\/em><br \/> Soft Comput. 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TBC.2019.2960942\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Yan Wang 0068, Dongmei Huang, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Cristian Perra:\n<br \/>\n<em>Enhancement of Underwater Images With Statistical Model of Background Light and Optimization of Transmission Map.<\/em><br \/> IEEE Trans. Broadcast. 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TNSM.2020.3024225\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, Giovanni Galatro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Experimental Review of Neural-Based Approaches for Network Intrusion Management.<\/em><br \/> IEEE Trans. Netw. Serv. Manag. 2020.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TNSM.2020.2995505\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>An Experimental Evaluation and Characterization of VoIP Over an LTE-A Network.<\/em><br \/> IEEE Trans. Netw. Serv. Manag. 2020.<\/li>\n<\/ul>\n<span>2019<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/BMSB47279.2019.8971934\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Roberto Corda, Daniele D. Giusto, Cristian Perra, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Wei Song 0007:\n<br \/>\n<em>Statistical analysis of computer generated holography for data compression applications.<\/em><br \/> BMSB 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-36683-4_36\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Annamaria Ficara, <a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Social Network Analysis of Sicilian Mafia Interconnections.<\/em><br \/> COMPLEX NETWORKS (2) 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICCE-Berlin47944.2019.8966211\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Cristian Perra, Elisavet Grigoriou, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Wei Song 0007, Claudio Usai, Daniele D. Giusto:\n<br \/>\n<em>Augmented reality for cultural heritage education.<\/em><br \/> ICCE-Berlin 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-24311-1_39\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Anas AlDabbagh, Giuseppe Di Fatta, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>The Distributed p-Median Problem in Computer Networks.<\/em><br \/> ICCSA (6) 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICDMW.2019.00074\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Shuyuan Dai, Jian Wang 0130, Dongmei Huang, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giuseppe Di Fatta:\n<br \/>\n<em>Bi-gradient Verification for Grad-CAM Towards Accurate Visual Explanation for Remote Sensing Images.<\/em><br \/> ICDM Workshops 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICDMW.2019.00073\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Oluwabunmi Oloruntoba, Georgina Cosma, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Clan-Based Cultural Algorithm for Feature Selection.<\/em><br \/> ICDM Workshops 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-34914-1\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Raffaele Montella, Angelo Ciaramella, Giancarlo Fortino, Antonio Guerrieri, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Internet and Distributed Computing Systems &#8211; 12th International Conference, IDCS 2019, Naples, Italy, October 10-12, 2019, Proceedings.<\/em><br \/> Internet and Distributed Computing Systems &#8211; 12th International Conference, IDCS 2019, Naples, Italy, October 10-12, 2019, Proceedings 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-34914-1_12\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maryleen U. Ndubuaku, Ashiq Anjum, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Unsupervised Anomaly Thresholding from Reconstruction Errors.<\/em><br \/> IDCS 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-40616-5_27\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/lucia-cavallaro-05324022a\/\" target=\"_blank\">Lucia Cavallaro<\/a>, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Artificial Neural Networks Training Acceleration Through Network Science Strategies.<\/em><br \/> NUMTA (2) 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-40616-5_41\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Sam O&#8217;Neill, Ovidiu Bagdasar, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>An Online Learning Approach to a Multi-player N-armed Functional Bandit.<\/em><br \/> NUMTA (2) 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/SMC.2019.8914227\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maryleen U. Ndubuaku, Ashiq Anjum, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Cloud-assisted Adaptive Stream Processing from Discriminative Representations.<\/em><br \/> SMC 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2019.2897217\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, Maryleen U. Ndubuaku, Enrico Ferrara, Miles Richardson, David Sheffield, Fiona J. Ferguson, Paul Brindley, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Analyzing Objective and Subjective Data in Social Sciences: Implications for Smart Cities.<\/em><br \/> IEEE Access 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2019.2943845\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Enrico Ferrara, Luigi Fragale, Giancarlo Fortino, Wei Song 0007, Cristian Perra, Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>An AI Approach to Collecting and Analyzing Human Interactions With Urban Environments.<\/em><br \/> IEEE Access 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2019.2902371\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Claudio Savaglio, Pasquale Pace, Gianluca Aloi, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giancarlo Fortino:\n<br \/>\n<em>Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks.<\/em><br \/> IEEE Access 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2019.2932130\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Yan Wang 0068, Wei Song 0007, Giancarlo Fortino, Lizhe Qi, Wenqiang Zhang, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>An Experimental-Based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging.<\/em><br \/> IEEE Access 2019.<\/li>\n<li>\n<a href=\"http:\/\/arxiv.org\/abs\/1906.08673\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Yan Wang 0068, Dongmei Huang, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Cristian Perra:\n<br \/>\n<em>Enhancement of Underwater Images with Statistical Model of Background Light and Optimization of Transmission Map.<\/em><br \/> CoRR 2019.<\/li>\n<li>\n<a href=\"http:\/\/arxiv.org\/abs\/1907.03246\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Yan Wang 0068, Wei Song 0007, Giancarlo Fortino, Lizhe Qi, Wenqiang Zhang, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging.<\/em><br \/> CoRR 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.future.2019.05.043\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Runtime evaluation of cognitive systems for non-deterministic multiple output classification problems.<\/em><br \/> Future Gener. Comput. Syst. 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.future.2018.10.014\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Tim van der Lee, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Georgios Exarchakos:\n<br \/>\n<em>Interference graphs to monitor and control schedules in low-power WPAN.<\/em><br \/> Future Gener. Comput. Syst. 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.inffus.2018.11.010\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Francesco Cauteruccio, Giancarlo Fortino, Antonio Guerrieri, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Decebal Constantin Mocanu, Cristian Perra, Giorgio Terracina, Maria Torres Vega:\n<br \/>\n<em>Short-long term anomaly detection in wireless sensor networks based on machine learning and multi-parameterized edit distance.<\/em><br \/> Inf. Fusion 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.inffus.2018.09.006\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Yanling Du, Wei Song 0007, Qi He 0003, Dongmei Huang, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Chen Su:\n<br \/>\n<em>Deep learning with multi-scale feature fusion in remote sensing for automatic oceanic eddy detection.<\/em><br \/> Inf. Fusion 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.3390\/s19173711\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Akis Kokkinis, Loizos Kanaris, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Stavros Stavrou:\n<br \/>\n<em>RSS Indoor Localization Based on a Single Access Point.<\/em><br \/> Sensors 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TII.2018.2843169\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Pasquale Pace, Gianluca Aloi, Raffaele Gravina, Giuseppe Caliciuri, Giancarlo Fortino, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>An Edge-Based Architecture to Support Efficient Applications for Healthcare Industry 4.0.<\/em><br \/> IEEE Trans. Ind. Informatics 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TNSM.2019.2943776\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Mario Di Mauro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Statistical Assessment of IP Multimedia Subsystem in a Softwarized Environment: A Queueing Networks Approach.<\/em><br \/> IEEE Trans. Netw. Serv. Manag. 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TSG.2018.2834219\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Michael E. Webber, Madeleine Gibescu, Johannes G. Slootweg:\n<br \/>\n<em>On-Line Building Energy Optimization Using Deep Reinforcement Learning.<\/em><br \/> IEEE Trans. Smart Grid 2019.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/MWC.2019.1800354\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Pasquale Pace, Giancarlo Fortino, Yin Zhang 0002, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Intelligence at the Edge of Complex Networks: The Case of Cognitive Transmission Power Control.<\/em><br \/> IEEE Wirel. Commun. 2019.<\/li>\n<\/ul>\n<span>2018<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/CEEC.2018.8674206\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Enrico Ferrara, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Maryleen U. Ndubuaku, <a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, Daniele D. Giusto, Miles Richardson, David Sheffield, Kirsten McEwan:\n<br \/>\n<em>A Demographic Analysis of Urban Nature Utilization.<\/em><br \/> CEEC 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/DASC\/PiCom\/DataCom\/CyberSciTec.2018.00-21\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Enrico Ferrara, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/laura-erhan-b28a6695\/\" target=\"_blank\">Laura Erhan<\/a>, Maryleen U. Ndubuaku, Daniele D. Giusto, Miles Richardson, David Sheffield, Kirsten McEwan:\n<br \/>\n<em>A Pilot Study Mapping Citizens&#8217; Interaction with Urban Nature.<\/em><br \/> DASC\/PiCom\/DataCom\/CyberSciTech 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/IC2E.2018.00063\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Tim van der Lee, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Georgios Exarchakos:\n<br \/>\n<em>Time-Scheduled Network Evaluation Based on Interference.<\/em><br \/> IC2E 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICDMW.2018.00119\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Minghui Li, Qi He 0003, Dongmei Huang, Cristian Perra, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>A Residual Convolution Neural Network for Sea Ice Classification with Sentinel-1 SAR Imagery.<\/em><br \/> ICDM Workshops 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICDMW.2018.00044\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Danfeng Zhao, Yeyi Zhang, Junchen Lin, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Dongmei Huang:\n<br \/>\n<em>Query of Marine Big Data Based on Graph Compression and Views.<\/em><br \/> ICDM Workshops 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/IWCMC.2018.8450432\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Michele Chincoli, Stavros Stavrou, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Density and Transmission Power in Intelligent Wireless Sensor Networks.<\/em><br \/> IWCMC 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/QoMEX.2018.8463393\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Cristian Perra, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Effects of light field subsampling on the quality of experience in refocusing applications.<\/em><br \/> QoMEX 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/SMC.2018.00444\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Dongmei Huang, Qian Zhang, Jian Wang 0130, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Wei Song 0007, Jiangang Zhu:\n<br \/>\n<em>Marine Information System Based on Ocean Data Ontology Construction.<\/em><br \/> SMC 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ITC30.2018.00028\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Cognitive Real-Time QoE Management in Video Streaming Services.<\/em><br \/> ITC (1) 2018.<\/li>\n<li>\n<a href=\"https:\/\/ceur-ws.org\/Vol-2215\/paper_7.pdf\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Fabrizio Messina, Domenico Rosaci, Giuseppe M. L. Sarn\u00e9:\n<br \/>\n<em>Effective Group Formation in Agent Societies.<\/em><br \/> WOA 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.3390\/s18020375\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Michele Chincoli, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Self-Learning Power Control in Wireless Sensor Networks.<\/em><br \/> Sensors 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TBC.2017.2781125\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Cristian Perra, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Resilience of Video Streaming Services to Network Impairments.<\/em><br \/> IEEE Trans. Broadcast. 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TBC.2018.2822869\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Cristian Perra, Filip De Turck, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>A Review of Predictive Quality of Experience Management in Video Streaming Services.<\/em><br \/> IEEE Trans. Broadcast. 2018.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/LWC.2017.2771771\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Antonius M. J. Koonen, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Jeroen Famaey:\n<br \/>\n<em>Fast Millimeter Wave Assisted Beam-Steering for Passive Indoor Optical Wireless Networks.<\/em><br \/> IEEE Wirel. Commun. Lett. 2018.<\/li>\n<\/ul>\n<span>2017<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/BMSB.2017.7986181\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Cristian Perra, Decebal Constantin Mocanu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Effect of lossy networks on stereoscopic 3D-video streams.<\/em><br \/> BMSB 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICCW.2017.7962805\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Michele Chincoli, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>In-node cognitive power control in Wireless Sensor Networks.<\/em><br \/> ICC Workshops 2017.<\/li>\n<li>\n<a href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/7990365\/proceeding\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Giancarlo Fortino, MengChu Zhou, Zofia Lukszo, Athanasios V. Vasilakos, Francesco Basile, Carlos Enrique Palau, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Maria Pia Fanti, Antonio Guerrieri, Andrea Vinci:\n<br \/>\n<em>14th IEEE International Conference on Networking, Sensing and Control, ICNSC 2017, Calabria, Italy, May 16-18, 2017.<\/em><br \/> 14th IEEE International Conference on Networking, Sensing and Control, ICNSC 2017, Calabria, Italy, May 16-18, 2017 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICNSC.2017.8000192\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Michele Chincoli, Pascal den Boef, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Cognitive channel selection for Wireless Sensor communications.<\/em><br \/> ICNSC 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICNSC.2017.8000136\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Evaluating machine learning algorithms for applications with humans in the loop.<\/em><br \/> ICNSC 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICNSC.2017.8000171\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Dongmei Huang, Yanling Du, Qi He 0003, Wei Song 0007, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>DeepEddy: A simple deep architecture for mesoscale oceanic eddy detection in SAR images.<\/em><br \/> ICNSC 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICNSC.2017.8000134\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Loizos Kanaris, Akis Kokkinis, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Stavros Stavrou:\n<br \/>\n<em>Combining smart lighting and radio fingerprinting for improved indoor localization.<\/em><br \/> ICNSC 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICNSC.2017.8000193\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Roshan Kotian, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Reliable low-power wireless networks over unstable transmission power.<\/em><br \/> ICNSC 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICNSC.2017.8000175\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Tim van der Lee, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Georgios Exarchakos:\n<br \/>\n<em>TSCH schedules assessment.<\/em><br \/> ICNSC 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICT.2017.7998235\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Loizos Kanaris, Akis Kokkinis, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Stavros Stavrou:\n<br \/>\n<em>Quality of fingerprint radiomaps for positioning systems.<\/em><br \/> ICT 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/SMC.2017.8123176\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Tim van der Lee, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Distributed TSCH scheduling: A comparative analysis.<\/em><br \/> SMC 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1002\/cpe.3827\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Relevance in cyber-physical systems with humans in the loop.<\/em><br \/> Concurr. Comput. Pract. Exp. 2017.<\/li>\n<li>\n<a href=\"http:\/\/arxiv.org\/abs\/1707.05878\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Michael E. Webber, Madeleine Gibescu, Johannes G. Slootweg:\n<br \/>\n<em>On-line Building Energy Optimization using Deep Reinforcement Learning.<\/em><br \/> CoRR 2017.<\/li>\n<li>\n<a href=\"http:\/\/arxiv.org\/abs\/1707.04780\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Elena Mocanu, Peter Stone 0001, Phuong H. Nguyen, Madeleine Gibescu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Evolutionary Training of Sparse Artificial Neural Networks: A Network Science Perspective.<\/em><br \/> CoRR 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.future.2016.10.010\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Roshan Kotian, Georgios Exarchakos, Stavros Stavrou, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Impact of Transmission Power Control in multi-hop networks.<\/em><br \/> Future Gener. Comput. Syst. 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.inffus.2016.04.007\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Hedde H. W. J. Bosman, Giovanni Iacca, Arturo Tejada, Heinrich J. W\u00f6rtche, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Spatial anomaly detection in sensor networks using neighborhood information.<\/em><br \/> Inf. Fusion 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.jnca.2016.06.013\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Georgios Exarchakos, Ilker Oztelcan, Dimitris Sarakiotis, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>plexi: Adaptive re-scheduling web-service of time synchronized low-power wireless networks.<\/em><br \/> J. Netw. Comput. Appl. 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/s11042-017-4831-6\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Decebal Constantin Mocanu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Unsupervised deep learning for real-time assessment of video streaming services.<\/em><br \/> Multim. Tools Appl. 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.patcog.2017.04.017\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Haitham Bou-Ammar, Luis Puig, Eric Eaton, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines.<\/em><br \/> Pattern Recognit. 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.3390\/s17040812\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Loizos Kanaris, Akis Kokkinis, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Stavros Stavrou:\n<br \/>\n<em>Fusing Bluetooth Beacon Data with Wi-Fi Radiomaps for Improved Indoor Localization.<\/em><br \/> Sensors 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.image.2016.12.001\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Decebal Constantin Mocanu, Stavros Stavrou, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Predictive no-reference assessment of video quality.<\/em><br \/> Signal Process. Image Commun. 2017.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/LSP.2017.2691160\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Decebal Constantin Mocanu, Jeroen Famaey, Stavros Stavrou, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Deep Learning for Quality Assessment in Live Video Streaming.<\/em><br \/> IEEE Signal Process. Lett. 2017.<\/li>\n<\/ul>\n<span>2016<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/IoTDI.2015.11\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Michele Chincoli, Aly Aamer Syed, Decebal Constantin Mocanu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Predictive Power Control in Wireless Sensor Networks.<\/em><br \/> IoTDI 2016.<\/li>\n<li>\n<a href=\"http:\/\/dl.acm.org\/citation.cfm?id=3007125\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Decebal Constantin Mocanu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>A Regression Method for real-time video quality evaluation.<\/em><br \/> MoMM 2016.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/NOMS.2016.7502839\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Jeroen Famaey, Antonius M. J. Koonen, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Resource allocation in optical beam-steered indoor networks.<\/em><br \/> NOMS 2016.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/SMC.2016.7844820\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Big IoT data mining for real-time energy disaggregation in buildings.<\/em><br \/> SMC 2016.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.comnet.2015.12.015\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Loizos Kanaris, Akis Kokkinis, Giancarlo Fortino, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Stavros Stavrou:\n<br \/>\n<em>Sample Size Determination Algorithm for fingerprint-based indoor localization systems.<\/em><br \/> Comput. Networks 2016.<\/li>\n<li>\n<a href=\"http:\/\/arxiv.org\/abs\/1604.05865\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Haitham Bou-Ammar, Luis Puig, Eric Eaton, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Estimating 3D Trajectories from 2D Projections via Disjunctive Factored Four-Way Conditional Restricted Boltzmann Machines.<\/em><br \/> CoRR 2016.<\/li>\n<li>\n<a href=\"http:\/\/arxiv.org\/abs\/1604.05978\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>A topological insight into restricted Boltzmann machines.<\/em><br \/> CoRR 2016.<\/li>\n<li>\n<a href=\"http:\/\/arxiv.org\/abs\/1610.05555\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Maria Torres Vega, Eric Eaton, Peter Stone 0001, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data.<\/em><br \/> CoRR 2016.<\/li>\n<li>\n<a href=\"http:\/\/arxiv.org\/abs\/1604.07322\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Decebal Constantin Mocanu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Predictive No-Reference Assessment of Video Quality.<\/em><br \/> CoRR 2016.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1108\/IJPCC-01-2016-0008\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Vittorio Sguazzo, Decebal Constantin Mocanu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>An experimental survey of no-reference video quality assessment methods.<\/em><br \/> Int. J. Pervasive Comput. Commun. 2016.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1155\/2016\/3592581\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Michele Chincoli, Aly Aamer Syed, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Power Control in Wireless Sensor Networks with Variable Interference.<\/em><br \/> Mob. Inf. Syst. 2016.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/s10994-016-5570-z\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>A topological insight into restricted Boltzmann machines.<\/em><br \/> Mach. Learn. 2016.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/TASE.2014.2365880\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Stefano Galzarano, Roberta Giannantonio, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giancarlo Fortino:\n<br \/>\n<em>A Task-Oriented Framework for Networked Wearable Computing.<\/em><br \/> IEEE Trans Autom. Sci. Eng. 2016.<\/li>\n<\/ul>\n<span>2015<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICDMW.2015.53\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Maria Torres Vega, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Redundancy Reduction in Wireless Sensor Networks via Centrality Metrics.<\/em><br \/> ICDM Workshops 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-319-23237-9_8\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Roshan Kotian, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Data Driven Transmission Power Control for Wireless Sensor Networks.<\/em><br \/> IDCS 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/INM.2015.7140481\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Georgios Exarchakos, Haitham Bou-Ammar, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Reduced reference image quality assessment via Boltzmann Machines.<\/em><br \/> IM 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/INM.2015.7140488\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Decebal Constantin Mocanu, Rosario Barresi, Giancarlo Fortino, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Cognitive streaming on android devices.<\/em><br \/> IM 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1145\/2733373.2806256\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Wei Song 0007, Yao Xiao, Dian Tjondronegoro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>QoE Modelling for VP9 and H.265 Videos on Mobile Devices.<\/em><br \/> ACM Multimedia 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1145\/2837126.2837150\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Vittorio Sguazzo, Decebal Constantin Mocanu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Accuracy of No-Reference Quality Metrics in Network-impaired Video Streams.<\/em><br \/> MoMM 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/QoMEX.2015.7148128\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Emanuele Giordano, Decebal Constantin Mocanu, Dian Tjondronegoro, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Cognitive no-reference video quality assessment for mobile streaming services.<\/em><br \/> QoMEX 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/SMC.2015.232\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Michele Chincoli, Claudio Bacchiani, Aly Aamer Syed, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Interference Mitigation through Adaptive Power Control in Wireless Sensor Networks.<\/em><br \/> SMC 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.adhoc.2015.07.013\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Hedde H. W. J. Bosman, Giovanni Iacca, Arturo Tejada, Heinrich J. W\u00f6rtche, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Ensembles of incremental learners to detect anomalies in ad hoc sensor networks.<\/em><br \/> Ad Hoc Networks 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1155\/2015\/564695\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Giancarlo Fortino, Raffaele Gravina, Wenfeng Li 0001, Mohammad Mehedi Hassan, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Enhancing Internet and Distributed Computing Systems with Wireless Sensor Networks.<\/em><br \/> Int. J. Distributed Sens. Networks 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1108\/IJPCC-08-2014-0044\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;George Exarchakos, Luca Druda, Vlado Menkovski, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Network analysis on Skype end-to-end video quality.<\/em><br \/> Int. J. Pervasive Comput. Commun. 2015.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.patrec.2015.01.013\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Haitham Bou-Ammar, Dietwig Lowet, Kurt Driessens, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Gerhard Weiss 0001, Karl Tuyls:\n<br \/>\n<em>Factored four way conditional restricted Boltzmann machines for activity recognition.<\/em><br \/> Pattern Recognit. Lett. 2015.<\/li>\n<\/ul>\n<span>2014<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.4108\/icst.bodynets.2014.258209\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Roshan Kotian, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Assessment of Proactive Transmission Power Control for Wireless Sensor Networks.<\/em><br \/> BODYNETS 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/CNSM.2014.7014187\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Giuliano Santandrea, Walter Cerroni, Franco Callegati, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Network performance assessment with Quality of experience benchmarks.<\/em><br \/> CNSM 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/CNSM.2014.7014190\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Maria Torres Vega, Shihuan Zou, Decebal Constantin Mocanu, Eduward Tangdiongga, Antonius M. J. Koonen, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>End-to-end performance evaluation in high-speed wireless networks.<\/em><br \/> CNSM 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICDMW.2014.79\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Hedde H. W. J. Bosman, Giovanni Iacca, Heinrich J. W\u00f6rtche, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Online Fusion of Incremental Learning for Wireless Sensor Networks.<\/em><br \/> ICDM Workshops 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICIP.2014.7025152\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Deep learning for objective quality assessment of 3D images.<\/em><br \/> ICIP 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-319-10422-5_3\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Aravind Kota Gopalakrishna, Tanir Ozcelebi, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Johan J. Lukkien:\n<br \/>\n<em>Statistical Inference for Intelligent Lighting: A Pilot Study.<\/em><br \/> IDC 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-319-11692-1_34\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Stefano Galzarano, Giancarlo Fortino, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>A Learning-Based MAC for Energy Efficient Wireless Sensor Networks.<\/em><br \/> IDCS 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/NOMS.2014.6838400\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Arianna Ricci, Maria Torres Vega, Georgios Exarchakos:\n<br \/>\n<em>When does lower bitrate give higher quality in modern video services?.<\/em><br \/> NOMS 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/SMC.2014.6973878\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Decebal Constantin Mocanu, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Node centrality awareness via swarming effects.<\/em><br \/> SMC 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/SMC.2014.6973875\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Elena Mocanu, Decebal Constantin Mocanu, Haitham Bou-Ammar, Zoran Zivkovic, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Evgueni N. Smirnov:\n<br \/>\n<em>Inexpensive user tracking using Boltzmann Machines.<\/em><br \/> SMC 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/s10922-014-9301-0\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Steven Latr\u00e9, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Filip De Turck:\n<br \/>\n<em>A Report on the First IFIP\/IEEE Workshop on Quality of Experience Centric Management (QCMan 2013).<\/em><br \/> J. Netw. Syst. Manag. 2014.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/s10922-014-9306-8\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giuseppe Di Fatta:\n<br \/>\n<em>Data Mining for Monitoring and Managing Systems and Networks.<\/em><br \/> J. Netw. Syst. Manag. 2014.<\/li>\n<\/ul>\n<span>2013<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-319-03889-6_31\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Stefano Galzarano, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giancarlo Fortino:\n<br \/>\n<em>QL-MAC: A Q-Learning Based MAC for Wireless Sensor Networks.<\/em><br \/> ICA3PP (2) 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-319-03889-6_32\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Roshan Kotian, Georgios Exarchakos, Decebal Constantin Mocanu, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Predicting Battery Depletion of Neighboring Wireless Sensor Nodes.<\/em><br \/> ICA3PP (2) 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICCE.2013.6486825\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Vlado Menkovski, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Intelligent control for adaptive video streaming.<\/em><br \/> ICCE 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICDMW.2013.74\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Hedde H. W. J. Bosman, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giovanni Iacca, Heinrich J. W\u00f6rtche:\n<br \/>\n<em>Online Extreme Learning on Fixed-Point Sensor Networks.<\/em><br \/> ICDM Workshops 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-319-02309-0_40\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Aravind Kota Gopalakrishna, Tanir Ozcelebi, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Johan J. Lukkien:\n<br \/>\n<em>Relevance Prevails: Missing Data Treatment in Intelligent Lighting.<\/em><br \/> ICMMI 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICTEL.2013.6632085\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Loizos Kanaris, Akis Kokkinis, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Marios Raspopoulos, Stavros Stavrou:\n<br \/>\n<em>A binomial distribution approach for the evaluation of indoor positioning systems.<\/em><br \/> ICT 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-642-39712-7_15\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Aravind Kota Gopalakrishna, Tanir Ozcelebi, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Johan J. Lukkien:\n<br \/>\n<em>Relevance as a Metric for Evaluating Machine Learning Algorithms.<\/em><br \/> MLDM 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1145\/2536853.2536903\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Decebal Constantin Mocanu, Vlado Menkovski, Luciana Cagnetta, Georgios Exarchakos:\n<br \/>\n<em>Instantaneous Video Quality Assessment for lightweight devices.<\/em><br \/> MoMM 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/PIMRC.2013.6666144\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Akis Kokkinis, Marios Raspopoulos, Loizos Kanaris, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Stavros Stavrou:\n<br \/>\n<em>Map-aided fingerprint-based indoor positioning.<\/em><br \/> PIMRC 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/SMC.2013.9\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Hedde H. W. J. Bosman, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giovanni Iacca, Heinrich J. W\u00f6rtche:\n<br \/>\n<em>Anomaly Detection in Sensor Systems Using Lightweight Machine Learning.<\/em><br \/> SMC 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/SMC.2013.12\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Stefano Galzarano, Claudio Savaglio, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Giancarlo Fortino:\n<br \/>\n<em>Gossiping-Based AODV for Wireless Sensor Networks.<\/em><br \/> SMC 2013.<\/li>\n<li>\n<a href=\"http:\/\/arxiv.org\/abs\/1303.7093\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Aravind Kota Gopalakrishna, Tanir Ozcelebi, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Johan J. Lukkien:\n<br \/>\n<em>Relevance As a Metric for Evaluating Machine Learning Algorithms.<\/em><br \/> CoRR 2013.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1142\/S021969131350029X\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;George Exarchakos, Luca Druda, Vlado Menkovski, Paolo Bellavista, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Skype Resilience to High Motion Videos.<\/em><br \/> Int. J. Wavelets Multiresolution Inf. Process. 2013.<\/li>\n<\/ul>\n<span>2012<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICCNC.2012.6167566\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Giancarlo Fortino, Stefano Galzarano, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>An autonomic plane for Wireless Body Sensor Networks.<\/em><br \/> ICNC 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICCNC.2012.6167440\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Dani\u00ebl Geelen, Gert van Kempen, Frans van Hoogstraten, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>A wireless mesh communication protocol for smart-metering.<\/em><br \/> ICNC 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICCNC.2012.6167513\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Jewel Okyere-Benya, Mamoon Aldiabat, Vlado Menkovski, George Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Video quality degradation on IPTV networks.<\/em><br \/> ICNC 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1145\/2428736.2428741\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>The human side of video streaming services.<\/em><br \/> iiWAS 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/IS.2012.6335169\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Aravind Kota Gopalakrishna, Tanir \u00d6z\u00e7elebi, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Johan J. Lukkien:\n<br \/>\n<em>Exploiting machine learning for intelligent room lighting applications.<\/em><br \/> IEEE Conf. of Intelligent Systems 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1145\/2428955.2428977\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Luca Druda, Vlado Menkovski, Georgios Exarchakos:\n<br \/>\n<em>Quality of experience management for video streams: the case of Skype.<\/em><br \/> MoMM 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/SCVT.2012.6399413\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Farewell to deterministic networks.<\/em><br \/> SCVT 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/ICSMC.2012.6378098\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Stefano Galzarano, Giancarlo Fortino, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Embedded self-healing layer for detecting and recovering sensor faults in body sensor networks.<\/em><br \/> SMC 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/UIC-ATC.2012.135\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Aravind Kota Gopalakrishna, Tanir \u00d6z\u00e7elebi, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Johan J. Lukkien:\n<br \/>\n<em>Treatment of Missing Data in Intelligent Lighting Applications.<\/em><br \/> UIC\/ATC 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1108\/17427371211221072\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Dani\u00ebl Geelen, Gert van Kempen, Frans van Hoogstraten:\n<br \/>\n<em>A survey on networks for smart-metering systems.<\/em><br \/> Int. J. Pervasive Comput. Commun. 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1016\/j.image.2012.01.004\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Vlado Menkovski, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Adaptive psychometric scaling for video quality assessment.<\/em><br \/> Signal Process. Image Commun. 2012.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/s11235-010-9355-6\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Florence Agboma, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Quality of experience management in mobile content delivery systems.<\/em><br \/> Telecommun. Syst. 2012.<\/li>\n<\/ul>\n<span>2011<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-3-642-30419-4_1\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Vlado Menkovski, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Tackling the Sheer Scale of Subjective QoE.<\/em><br \/> MobiMedia 2011.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1145\/2095697.2095725\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Georgios Exarchakos, Vlado Menkovski, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Can Skype be used beyond video calling?.<\/em><br \/> MoMM 2011.<\/li>\n<li>\n<a href=\"http:\/\/www.rintonpress.com\/journals\/jmm\/abstractsJmm7-3.html\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Vlado Menkovski, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>The Value of Relative Quality in Video Delivery.<\/em><br \/> J. Mobile Multimedia 2011.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-94-007-1473-1\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, George Exarchakos:\n<br \/>\n<em>Networks for Pervasive Services &#8211; Six Ways to Upgrade the Internet.<\/em><br \/> Networks for Pervasive Services &#8211; Six Ways to Upgrade the Internet 2011.<\/li>\n<\/ul>\n<span>2010<\/span>\n<ul>\n<li>\n<a href=\"https:\/\/doi.org\/10.1109\/INCOS.2010.86\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Vlado Menkovski, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Machine Learning Approach for Quality of Experience Aware Networks.<\/em><br \/> INCoS 2010.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1504\/IJAMC.2010.030006\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Majed Alhaisoni, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Mohammed Ghanbari 0001:\n<br \/>\n<em>Resource-awareness and trade-off optimisation in P2P video streaming.<\/em><br \/> Int. J. Adv. Media Commun. 2010.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.4018\/jbdcn.2010070103\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Majed Alhaisoni, Mohammed Ghanbari 0001, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Scalable P2P Video Streaming.<\/em><br \/> Int. J. Bus. Data Commun. Netw. 2010.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1155\/2010\/843574\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Majed Alhaisoni, Mohammed Ghanbari 0001, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Localized Multistreams for P2P Streaming.<\/em><br \/> Int. J. Digit. Multim. Broadcast. 2010.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.4018\/jmcmc.2010100101\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Vlado Menkovski, Georgios Exarchakos, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>, Antonio Cuadra S\u00e1nchez:\n<br \/>\n<em>Quality of Experience Models for Multimedia Streaming.<\/em><br \/> Int. J. Mob. Comput. Multim. Commun. 2010.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-1-84882-599-4_16\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Florence Agboma, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>QoE in Pervasive Telecommunication Systems.<\/em><br \/> Pervasive Computing, Innovations in Intelligent Multimedia and Applications 2010.<\/li>\n<li>\n<a href=\"https:\/\/doi.org\/10.1007\/978-1-84882-599-4_19\" target=\"_blank\"><i class=\"fa fa-file-text-o\" aria-hidden=\"true\"><\/i><\/a>&nbsp;&#8211;&nbsp;Nadia N. Qadri, <a href=\"https:\/\/www.unibz.it\/en\/faculties\/computer-science\/academic-staff\/person\/41903-antonio-liotta\" target=\"_blank\">Antonio Liotta<\/a>:\n<br \/>\n<em>Analysis of Pervasive Mobile Ad Hoc Routing Protocols.<\/em><br \/> Pervasive Computing, Innovations in Intelligent Multimedia and Applications 2010.<\/li>\n<\/ul>\n\n\n\n\n<div style=\"height:47px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-f56a869c wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<p><sub><span style=\"text-decoration: underline;\">Useful Links<\/span><\/sub><\/p>\n\n\n<nav class=\"has-small-font-size items-justified-left is-vertical no-wrap wp-block-navigation is-content-justification-left is-nowrap is-layout-flex wp-container-core-navigation-is-layout-13b8677b wp-block-navigation-is-layout-flex\" aria-label=\"Navigation\"><ul class=\"wp-block-navigation__container has-small-font-size items-justified-left is-vertical no-wrap wp-block-navigation has-small-font-size\"><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/inets.inf.unibz.it\/?page_id=27\"><span class=\"wp-block-navigation-item__label\">Research<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/inets.inf.unibz.it\/?page_id=86\"><span class=\"wp-block-navigation-item__label\">Publications<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/inets.inf.unibz.it\/?page_id=33\"><span class=\"wp-block-navigation-item__label\">Thesis Openings<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/inets.inf.unibz.it\/?page_id=31\"><span class=\"wp-block-navigation-item__label\">Projects<\/span><\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n<div style=\"height:86px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-d4696822\"><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<p><sub><span style=\"text-decoration: underline;\">Contact<\/span><\/sub><\/p>\n\n\n\n<p><sub><sup>INets @ Free University of Bozen-Bolzano<\/sup><\/sub><br><sub><sup>Faculty of Engineering, Piazza Domenicani 3, 39100 Bozen-Bolzano, Italy<br><a href=\"mailto:Antonio.liotta@unibz.it\">antonio.liotta@unibz.it<\/a><\/sup><\/sub><\/p>\n<\/div>\n\n\n\n<div style=\"height:86px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-d4696822\"><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/www.unibz.it\/en\/faculties\/engineering\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"148\" src=\"https:\/\/inets.inf.unibz.it\/wp-content\/uploads\/2024\/01\/logo_faculty-1024x148.png\" alt=\"\" class=\"wp-image-128\" style=\"width:255px;height:auto\" srcset=\"https:\/\/inets.inf.unibz.it\/wp-content\/uploads\/2024\/01\/logo_faculty-1024x148.png 1024w, https:\/\/inets.inf.unibz.it\/wp-content\/uploads\/2024\/01\/logo_faculty-300x43.png 300w, https:\/\/inets.inf.unibz.it\/wp-content\/uploads\/2024\/01\/logo_faculty-768x111.png 768w, https:\/\/inets.inf.unibz.it\/wp-content\/uploads\/2024\/01\/logo_faculty.png 1204w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/www.consorzio-cini.it\/index.php\/en\/laboratori-nazionali\/smart-cities\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"289\" src=\"https:\/\/inets.inf.unibz.it\/wp-content\/uploads\/2024\/01\/logo_cini-1024x289.png\" alt=\"\" class=\"wp-image-127\" style=\"width:237px;height:auto\" srcset=\"https:\/\/inets.inf.unibz.it\/wp-content\/uploads\/2024\/01\/logo_cini-1024x289.png 1024w, https:\/\/inets.inf.unibz.it\/wp-content\/uploads\/2024\/01\/logo_cini-300x85.png 300w, https:\/\/inets.inf.unibz.it\/wp-content\/uploads\/2024\/01\/logo_cini-768x217.png 768w, https:\/\/inets.inf.unibz.it\/wp-content\/uploads\/2024\/01\/logo_cini.png 1065w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>[Last updated: 12.02.2026] 2026 &nbsp;&#8211;&nbsp;Hanan Aljuaid, Hanan Adlan, Budoor Alkebsi, Badria Sulaiman Alfurhood, Antonio Liotta, Lucia Cavallaro: An experimental comparison of deep learning models for pneumonia classification from chest X-ray images. Biomed. Signal Process. Control. 2026. 2025 &nbsp;&#8211;&nbsp;Laura Meneghetti, Bianchi Edoardo, Nicola Demo, Gianluigi Rozza: KD-AHOSVD: Neural Network Compression via Knowledge Distillation and Tensor Decomposition. DASIP 2025. &nbsp;&#8211;&nbsp;Sergei Katkov, Mohammad Shirdel, Antonio Liotta, Alessandro Vietti, Egle Sciuto, Maura D&#8217;Amico, Mariella Raciti, Vincenzo Saita: Features in Pathological Voice Distortions. ICHMS 2025. &nbsp;&#8211;&nbsp;Davide Domini, Laura Erhan, Gianluca Aguzzi, Lucia Cavallaro, Amirhossein Douzandeh Zenoozi, Antonio Liotta, Mirko Viroli: Sparse Self-Federated Learning for Energy [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-86","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/inets.inf.unibz.it\/index.php?rest_route=\/wp\/v2\/pages\/86","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/inets.inf.unibz.it\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/inets.inf.unibz.it\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/inets.inf.unibz.it\/index.php?rest_route=\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/inets.inf.unibz.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=86"}],"version-history":[{"count":17,"href":"https:\/\/inets.inf.unibz.it\/index.php?rest_route=\/wp\/v2\/pages\/86\/revisions"}],"predecessor-version":[{"id":466,"href":"https:\/\/inets.inf.unibz.it\/index.php?rest_route=\/wp\/v2\/pages\/86\/revisions\/466"}],"wp:attachment":[{"href":"https:\/\/inets.inf.unibz.it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=86"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}