| 2026 | SAC | Trajectory Prediction and Intelligent RSU Handover for Connected Vehicles Using Deep Sequential and Ensemble Learning. | Muhammad Azfar Yaqub, Attaullah Buriro, Malik Muhammad Saad, Amir Aieb, Antonio Liotta, Muhammad Rehan Usman |
| 2025 | IJCNN | Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0. | Davide Domini, Laura Erhan, Gianluca Aguzzi, Lucia Cavallaro, Amirhossein Douzandeh Zenoozi, Antonio Liotta, Mirko Viroli |
| 2024 | CAIN | Modeling Resilience of Collaborative AI Systems. | Diaeddin Rimawi, Antonio Liotta, Marco Todescato, Barbara Russo |
| 2024 | DaWaK | Evaluation of High Sparsity Strategies for Efficient Binary Classification. | Laura Erhan, Lucia Cavallaro, Mattia Andrea Antinori, Antonio Liotta |
| 2024 | DaWaK | Exploring Evaluation Metrics for Binary Classification in Data Analysis: the Worthiness Benchmark Concept. | Mohammad Shirdel, Mario Di Mauro, Antonio Liotta |
| 2024 | IIWAS | Hybrid Edge-Cloud Federated Learning: The Case of Lightweight Smoking Detection. | Amirhossein Douzandeh Zenoozi, Babak Majidi, Lucia Cavallaro, Antonio Liotta |
| 2024 | MOMM | Comparing Training of Sparse to Classic Neural Networks for Binary Classification in Medical Data. | Laura Erhan, Antonio Liotta, Lucia Cavallaro |
| 2023 | EWSN | MiniLearn: On-Device Learning for Low-Power IoT Devices. | Rachel Fanti Coelho Limaa, Michele Segata, Muhammad Azfar Yaqub, Antonio Liotta |
| 2023 | EWSN | Relative Information Superiority (RIS): a Novel Evaluation Measure for Binary Rule-Based Classification Models. | Mohammad Shirdel, Mario Di Mauro, Antonio Liotta |
| 2023 | PROFES | CAIS-DMA: A Decision-Making Assistant for Collaborative AI Systems. | Diaeddin Rimawi, Antonio Liotta, Marco Todescato, Barbara Russo |
| 2022 | DASC | Event Detection in Financial Markets. | Mohammad Shirdel, Michele Segata, Giuseppe Di Fatta, Antonio Liotta |
| 2022 | MOMM | Efficient Subjective Video Quality Assessment Based on Active Learning and Clustering. | Xiaochen Liu, Wei Song, Wenbo Zhang, Mario Di Mauro, Antonio Liotta |
| 2021 | IDC | Critical Comparison of Data Imputation Techniques at IoT Edge. | Laura Erhan, Mario Di Mauro, Ovidiu Bagdasar, Antonio Liotta |
| 2021 | IDC | A WNN-Based Approach for Network Intrusion Detection. | Mario Di Mauro, Giovanni Galatro, Antonio Liotta |
| 2021 | MMM | Median-Pooling Grad-CAM: An Efficient Inference Level Visual Explanation for CNN Networks in Remote Sensing Image Classification. | Wei Song, Shuyuan Dai, Dongmei Huang, Jinling Song, Antonio Liotta |
| 2020 | NetSoft | Statistical Characterization of Containerized IP Multimedia Subsystem through Queueing Networks. | Mario Di Mauro, Antonio Liotta, Maurizio Longo, Fabio Postiglione |
| 2019 | ICCSA | The Distributed p-Median Problem in Computer Networks. | Anas AlDabbagh, Giuseppe Di Fatta, Antonio Liotta |
| 2019 | ICDM | Bi-gradient Verification for Grad-CAM Towards Accurate Visual Explanation for Remote Sensing Images. | Wei Song, Shuyuan Dai, Jian Wang, Dongmei Huang, Antonio Liotta, Giuseppe Di Fatta |
| 2019 | ICDM | Clan-Based Cultural Algorithm for Feature Selection. | Oluwabunmi Oloruntoba, Georgina Cosma, Antonio Liotta |
| 2019 | SMC | Cloud-assisted Adaptive Stream Processing from Discriminative Representations. | Maryleen U. Ndubuaku, Ashiq Anjum, Antonio Liotta |
| 2018 | DASC | A Pilot Study Mapping Citizens' Interaction with Urban Nature. | Enrico Ferrara, Antonio Liotta, Laura Erhan, Maryleen U. Ndubuaku, Daniele D. Giusto, Miles Richardson, David Sheffield, Kirsten McEwan |
| 2018 | IC2E | Time-Scheduled Network Evaluation Based on Interference. | Tim van der Lee, Antonio Liotta, Georgios Exarchakos |
| 2018 | ICDM | A Residual Convolution Neural Network for Sea Ice Classification with Sentinel-1 SAR Imagery. | Wei Song, Minghui Li, Qi He, Dongmei Huang, Cristian Perra, Antonio Liotta |
| 2018 | ICDM | Query of Marine Big Data Based on Graph Compression and Views. | Danfeng Zhao, Yeyi Zhang, Junchen Lin, Wei Song, Antonio Liotta, Dongmei Huang |
| 2018 | IWCMC | Density and Transmission Power in Intelligent Wireless Sensor Networks. | Michele Chincoli, Stavros Stavrou, Antonio Liotta |
| 2018 | QoMEX | Effects of light field subsampling on the quality of experience in refocusing applications. | Cristian Perra, Wei Song, Antonio Liotta |
| 2018 | SMC | Marine Information System Based on Ocean Data Ontology Construction. | Dongmei Huang, Qian Zhang, Jian Wang, Antonio Liotta, Wei Song, Jiangang Zhu |
| 2017 | SMC | Distributed TSCH scheduling: A comparative analysis. | Tim van der Lee, Georgios Exarchakos, Antonio Liotta |
| 2016 | MOMM | A Regression Method for real-time video quality evaluation. | Maria Torres Vega, Decebal Constantin Mocanu, Antonio Liotta |
| 2016 | NOMS | Resource allocation in optical beam-steered indoor networks. | Maria Torres Vega, Jeroen Famaey, Antonius M. J. Koonen, Antonio Liotta |
| 2016 | SMC | Big IoT data mining for real-time energy disaggregation in buildings. | Decebal Constantin Mocanu, Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu, Antonio Liotta |
| 2015 | ICDM | Redundancy Reduction in Wireless Sensor Networks via Centrality Metrics. | Decebal Constantin Mocanu, Maria Torres Vega, Antonio Liotta |
| 2015 | IM | Reduced reference image quality assessment via Boltzmann Machines. | Decebal Constantin Mocanu, Georgios Exarchakos, Haitham Bou-Ammar, Antonio Liotta |
| 2015 | IM | Cognitive streaming on android devices. | Maria Torres Vega, Decebal Constantin Mocanu, Rosario Barresi, Giancarlo Fortino, Antonio Liotta |
| 2015 | MOMM | Accuracy of No-Reference Quality Metrics in Network-impaired Video Streams. | Maria Torres Vega, Vittorio Sguazzo, Decebal Constantin Mocanu, Antonio Liotta |
| 2015 | QoMEX | Cognitive no-reference video quality assessment for mobile streaming services. | Maria Torres Vega, Emanuele Giordano, Decebal Constantin Mocanu, Dian Tjondronegoro, Antonio Liotta |
| 2015 | SMC | Interference Mitigation through Adaptive Power Control in Wireless Sensor Networks. | Michele Chincoli, Claudio Bacchiani, Aly Aamer Syed, Georgios Exarchakos, Antonio Liotta |
| 2014 | CNSM | Network performance assessment with Quality of experience benchmarks. | Decebal Constantin Mocanu, Giuliano Santandrea, Walter Cerroni, Franco Callegati, Antonio Liotta |
| 2014 | CNSM | End-to-end performance evaluation in high-speed wireless networks. | Maria Torres Vega, Shihuan Zou, Decebal Constantin Mocanu, Eduward Tangdiongga, Antonius M. J. Koonen, Antonio Liotta |
| 2014 | ICDM | Online Fusion of Incremental Learning for Wireless Sensor Networks. | Hedde H. W. J. Bosman, Giovanni Iacca, Heinrich J. Wrtche, Antonio Liotta |
| 2014 | ICIP | Deep learning for objective quality assessment of 3D images. | Decebal Constantin Mocanu, Georgios Exarchakos, Antonio Liotta |
| 2014 | IDC | Statistical Inference for Intelligent Lighting: A Pilot Study. | Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien |
| 2014 | NOMS | When does lower bitrate give higher quality in modern video services? | Decebal Constantin Mocanu, Antonio Liotta, Arianna Ricci, Maria Torres Vega, Georgios Exarchakos |
| 2014 | SMC | Node centrality awareness via swarming effects. | Decebal Constantin Mocanu, Georgios Exarchakos, Antonio Liotta |
| 2014 | SMC | Inexpensive user tracking using Boltzmann Machines. | Elena Mocanu, Decebal Constantin Mocanu, Haitham Bou-Ammar, Zoran Zivkovic, Antonio Liotta, Evgueni N. Smirnov |
| 2013 | ICA3PP | QL-MAC: A Q-Learning Based MAC for Wireless Sensor Networks. | Stefano Galzarano, Antonio Liotta, Giancarlo Fortino |
| 2013 | ICA3PP | Predicting Battery Depletion of Neighboring Wireless Sensor Nodes. | Roshan Kotian, Georgios Exarchakos, Decebal Constantin Mocanu, Antonio Liotta |
| 2013 | ICDM | Online Extreme Learning on Fixed-Point Sensor Networks. | Hedde H. W. J. Bosman, Antonio Liotta, Giovanni Iacca, Heinrich J. Wrtche |
| 2013 | MOMM | Instantaneous Video Quality Assessment for lightweight devices. | Antonio Liotta, Decebal Constantin Mocanu, Vlado Menkovski, Luciana Cagnetta, Georgios Exarchakos |
| 2013 | PIMRC | Map-aided fingerprint-based indoor positioning. | Akis Kokkinis, Marios Raspopoulos, Loizos Kanaris, Antonio Liotta, Stavros Stavrou |
| 2013 | SMC | Anomaly Detection in Sensor Systems Using Lightweight Machine Learning. | Hedde H. W. J. Bosman, Antonio Liotta, Giovanni Iacca, Heinrich J. Wrtche |
| 2013 | SMC | Gossiping-Based AODV for Wireless Sensor Networks. | Stefano Galzarano, Claudio Savaglio, Antonio Liotta, Giancarlo Fortino |
| 2012 | IIWAS | The human side of video streaming services. | Antonio Liotta |
| 2012 | MOMM | Quality of experience management for video streams: the case of Skype. | Antonio Liotta, Luca Druda, Vlado Menkovski, Georgios Exarchakos |
| 2012 | SMC | Embedded self-healing layer for detecting and recovering sensor faults in body sensor networks. | Stefano Galzarano, Giancarlo Fortino, Antonio Liotta |
| 2012 | UIC | Treatment of Missing Data in Intelligent Lighting Applications. | Aravind Kota Gopalakrishna, Tanir zelebi, Antonio Liotta, Johan J. Lukkien |
| 2011 | MOMM | Can Skype be used beyond video calling? | Georgios Exarchakos, Vlado Menkovski, Antonio Liotta |
| 2009 | ISCC | Performance analysis and evaluation of P2PTV streaming behavior. | Majed Alhaisoni, Antonio Liotta, Mohammed Ghanbari |
| 2009 | MOMM | Streaming layered video over P2P networks. | Majed Alhaisoni, Mohammed Ghanbari, Antonio Liotta |
| 2009 | MOMM | Predicting quality of experience in multimedia streaming. | Vlado Menkovski, Adetola Oredope, Antonio Liotta, Antonio Cuadra Snchez |
| 2008 | MOMM | QoE-aware QoS management. | Florence Agboma, Antonio Liotta |
| 2008 | MOMM | Mesh based P2P streaming over MANETs. | Nadia N. Qadri, Majed Alhaisoni, Antonio Liotta |
| 2007 | IM | Managing P2P services via the IMS. | Antonio Liotta, Ling Lin |
| 2006 | MOMM | User Centric Assessment of Mobile Contents Delivery. | Florence Agboma, Antonio Liotta |
| 2006 | MOMM | A Critical Evaluation of the IMS Presence Service. | Ling Lin, Antonio Liotta |
| 2006 | PERCOM | An Adaptive Multi-Constraint Partitioning Algorithm for Offloading in Pervasive Systems. | Shumao Ou, Kun Yang, Antonio Liotta |
| 2005 | CCGRID | Execution time prediction in DSM-based mobile grids. | Marco Ballette, Antonio Liotta, S. M. Ramzy |
| 2005 | CIS | A Method for Automating the Extraction of Specialized Information from the Web. | Ling Lin, Antonio Liotta, Andrew Hippisley |
| 2005 | GLOBECOM | Composition of context-aware services using policies and models. | Kun Yang, Shumao Ou, Antonio Liotta, Ian Henning |
| 2004 | WCNC | Stable clustering through mobility prediction for large-scale multihop intelligent ad hoc networks. | Siva Sivavakeesar, George Pavlou, Antonio Liotta |
| 2003 | IM | Design and Implementation of a Policy-based Resource Management Architecture. | Paris Flegkas, Panos Trimintzios, George Pavlou, Antonio Liotta |
| 1998 | INFOCOM | CMIS/P++: Extensions to CMIS/P for Increased Expressiveness and Efficiency in the Manipulation of Management Information. | George Pavolv, Antonio Liotta, Paola Abbi, Stefano Ceri |
| 1998 | NOMS | Modelling network and system monitoring over the Internet with mobile agents. | Antonio Liotta, Graham Knight, George Pavlou |