Antonio Liotta

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 142

Top Venues

University College London, UK (PHD)

Education History

University College London, UK

PHD

Publications

Mario Di Mauro, Giovanni Galatro, Fabio Postiglione, Wei Song, Antonio Liotta
Multivariate Time Series Characterization and Forecasting of VoIP Traffic in Real Mobile Networks. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Yan Wang, Shaoqi Yan, Wei Song, Antonio Liotta, Jing Liu, Dingkang Yang, Shuyong Gao, Wenqiang Zhang
Net: Multigranularity Region Relation Representation Network for Facial Expression Recognition in Affective Robots. IEEE Trans. Ind. Informatics 20 (5) (2024)
Qing Zhao, Yan Wang, Boyang Wang, Junxiong Lin, Shaoqi Yan, Wei Song, Antonio Liotta, Jiawen Yu, Shuyong Gao, Wenqiang Zhang
MSC-AD: A Multiscene Unsupervised Anomaly Detection Dataset for Small Defect Detection of Casting Surface. IEEE Trans. Ind. Informatics 20 (4) (2024)
Wei Song, Zhihao Shen, Minghua Zhang, Yan Wang, Antonio Liotta
A hierarchical probabilistic underwater image enhancement model with reinforcement tuning. J. Vis. Commun. Image Represent. 98 (2024)
M. Usman Saleem, Muhammad Rehan Usman, Muhammad Azfar Yaqub, Antonio Liotta, Atif Asim
Smarter Grid in the 5G Era: Integrating the Internet of Things With a Cyber-Physical System. IEEE Access 12 (2024)
Mario Di Mauro, Giovanni Galatro, Fabio Postiglione, Wei Song, Antonio Liotta
Hybrid learning strategies for multivariate time series forecasting of network quality metrics. Comput. Networks 243 (2024)
Mohammad Shirdel, Mario Di Mauro, Antonio Liotta
Exploring Evaluation Metrics for Binary Classification in Data Analysis: the Worthiness Benchmark Concept. DaWaK (2024)
Laura Erhan, Lucia Cavallaro, Mattia Andrea Antinori, Antonio Liotta
Evaluation of High Sparsity Strategies for Efficient Binary Classification. DaWaK (2024)
Mario Di Mauro, Giovanni Galatro, Fabio Postiglione, Wei Song, Antonio Liotta
Evaluating Recurrent Neural Networks for prediction of Multi- Variate time series VoIP metrics. MedComNet (2024)
Diaeddin Rimawi, Antonio Liotta, Marco Todescato, Barbara Russo
Modeling Resilience of Collaborative AI Systems. CoRR (2024)
Mohammad Shirdel, Mario Di Mauro, Antonio Liotta
Worthiness Benchmark: A novel concept for analyzing binary classification evaluation metrics. Inf. Sci. 678 (2024)
Muhammad Sohail, Ijaz Ali Shoukat, Abd Ullah Khan, Haram Fatima, Mohsin Raza Jafri, Muhammad Azfar Yaqub, Antonio Liotta
Deep Learning Based Multi Pose Human Face Matching System. IEEE Access 12 (2024)
Diaeddin Rimawi, Antonio Liotta, Marco Todescato, Barbara Russo
Modeling Resilience of Collaborative AI Systems. CAIN (2024)
Shubo Xu, Minghua Zhang, Wei Song, Haibin Mei, Qi He, Antonio Liotta
A systematic review and analysis of deep learning-based underwater object detection. Neurocomputing 527 (2023)
Lucia Cavallaro, Tommaso Serafin, Antonio Liotta
Multi-class Classification Performance Improvements Through High Sparsity Strategies. COMPLEX NETWORKS (1) (2023)
Xiaochen Liu, Wei Song, Qi He, Mario Di Mauro, Antonio Liotta
Speeding Up Subjective Video Quality Assessment via Hybrid Active Learning. IEEE Trans. Broadcast. 69 (1) (2023)
Diaeddin Rimawi, Antonio Liotta, Marco Todescato, Barbara Russo
CAIS-DMA: A Decision-Making Assistant for Collaborative AI Systems. CoRR (2023)
Mohammad Shirdel, Mario Di Mauro, Antonio Liotta
Relative Information Superiority (RIS): a Novel Evaluation Measure for Binary Rule-Based Classification Models. EWSN (2023)
Maryleen U. Ndubuaku, Muhammad K. Ali, Ashiq Anjum, Lu Liu, Antonio Liotta, Omer F. Rana
Edge-Enhanced QoS Aware Compression Learning for Sustainable Data Stream Analytics. IEEE Trans. Sustain. Comput. 8 (3) (2023)
Diaeddin Rimawi, Antonio Liotta, Marco Todescato, Barbara Russo
CAIS-DMA: A Decision-Making Assistant for Collaborative AI Systems. PROFES (1) (2023)
Diaeddin Rimawi, Antonio Liotta, Marco Todescato, Barbara Russo
GResilience: Trading Off Between the Greenness and the Resilience of Collaborative AI Systems. CoRR (2023)
Diaeddin Rimawi, Antonio Liotta, Marco Todescato, Barbara Russo
GResilience: Trading Off Between the Greenness and the Resilience of Collaborative AI Systems. ICTSS (2023)
Mario Di Mauro, Giovanni Galatro, Fabio Postiglione, Wei Song, Antonio Liotta
Multivariate Time Series characterization and forecasting of VoIP traffic in real mobile networks. CoRR (2023)
Rachel Fanti Coelho Limaa, Michele Segata, Muhammad Azfar Yaqub, Antonio Liotta
MiniLearn: On-Device Learning for Low-Power IoT Devices. EWSN (2023)
Xiaochen Liu, Wei Song, Wenbo Zhang, Mario Di Mauro, Antonio Liotta
Efficient Subjective Video Quality Assessment Based on Active Learning and Clustering. MoMM (2022)
Amir Aieb, Antonio Liotta, Ismahen Kadri, Khodir Madani
A Hybrid Water Balance Machine Learning Model to Estimate Inter-Annual Rainfall-Runoff. Sensors 22 (9) (2022)
Muhammad Usman Yaseen, Ashiq Anjum, Giancarlo Fortino, Antonio Liotta, Amir Hussain
Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks. Pattern Recognit. 121 (2022)
Hanan Aljuaid, Nazik Alturki, Najah Alsubaie, Lucia Cavallaro, Antonio Liotta
Computer-aided diagnosis for breast cancer classification using deep neural networks and transfer learning. Comput. Methods Programs Biomed. 223 (2022)
Mohammad Shirdel, Michele Segata, Giuseppe Di Fatta, Antonio Liotta
Event Detection in Financial Markets. DASC/PiCom/CBDCom/CyberSciTech (2022)
Wei Song, Hongtao Li, Qi He, Guoping Gao, Antonio Liotta
E-MPSPNet: Ice-Water SAR Scene Segmentation Based on Multi-Scale Semantic Features and Edge Supervision. Remote. Sens. 14 (22) (2022)
Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo
Network Connectivity Under a Probabilistic Node Failure Model. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Omar Mimeche, Amir Aieb, Antonio Liotta, Khodir Madani
A Novel Interannual Rainfall Runoff Equation Derived from Ol'Dekop's Model Using Artificial Neural Networks. Sensors 22 (12) (2022)
Yan Wang, Wei Song, Wei Tao, Antonio Liotta, Dawei Yang, Xinlei Li, Shuyong Gao, Yixuan Sun, Weifeng Ge, Wei Zhang, Wenqiang Zhang
A systematic review on affective computing: emotion models, databases, and recent advances. Inf. Fusion (2022)
Wei Song, Wen Gao, Qi He, Antonio Liotta, Weiqi Guo
SI-STSAR-7: A Large SAR Images Dataset with Spatial and Temporal Information for Classification of Winter Sea Ice in Hudson Bay. Remote. Sens. 14 (1) (2022)
Yan Wang, Wei Song, Wei Tao, Antonio Liotta, Dawei Yang, Xinlei Li, Shuyong Gao, Yixuan Sun, Weifeng Ge, Wei Zhang, Wenqiang Zhang
A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances. CoRR (2022)
Marco Uras, Enrico Ferrara, Raimondo Cossu, Antonio Liotta, Luigi Atzori
MAC address de-randomization for WiFi device counting: Combining temporal- and content-based fingerprints. Comput. Networks 218 (2022)
Lucia Cavallaro, Pasquale De Meo, Keyvan Golalipour, Xiaoyang Liu, Giacomo Fiumara, Andrea Tagarelli, Antonio Liotta
Analysis on the Effects of Graph Perturbations on Centrality Metrics. COMPLEX NETWORKS (2) (2022)
Laura Erhan, Maryleen U. Ndubuaku, Mario Di Mauro, Wei Song, Min Chen, Giancarlo Fortino, Ovidiu Bagdasar, Antonio Liotta
Smart anomaly detection in sensor systems: A multi-perspective review. Inf. Fusion 67 (2021)
Laura Erhan, Mario Di Mauro, Ashiq Anjum, Ovidiu Bagdasar, Wei Song, Antonio Liotta
Embedded Data Imputation for Environmental Intelligent Sensing: A Case Study. Sensors 21 (23) (2021)
Laura Erhan, Mario Di Mauro, Ovidiu Bagdasar, Antonio Liotta
Critical Comparison of Data Imputation Techniques at IoT Edge. IDC (2021)
Lucia Cavallaro, Marco Grassia, Giacomo Fiumara, Giuseppe Mangioni, Pasquale De Meo, Vincenza Carchiolo, Ovidiu Bagdasar, Antonio Liotta
Relations Between Entropy and Accuracy Trends in Complex Artificial Neural Networks. COMPLEX NETWORKS (2021)
Muhammad Usman Yaseen, Ashiq Anjum, Giancarlo Fortino, Antonio Liotta, Amir Hussain
Cloud based Scalable Object Recognition from Video Streams using Orientation Fusion and Convolutional Neural Networks. CoRR (2021)
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
Graph and Network Theory for the analysis of Criminal Networks. CoRR (2021)
Wei Song, Minghui Li, Wen Gao, Dongmei Huang, Zhenling Ma, Antonio Liotta, Cristian Perra
Automatic Sea-Ice Classification of SAR Images Based on Spatial and Temporal Features Learning. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Mario Di Mauro, Giovanni Galatro, Giancarlo Fortino, Antonio Liotta
Supervised feature selection techniques in network intrusion detection: A critical review. Eng. Appl. Artif. Intell. 101 (2021)
Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta
Correlation analysis of nodes and edges centrality measures in artificial complex networks. CoRR (2021)
Francesco Cauteruccio, Luca Cinelli, Enrico Corradini, Giorgio Terracina, Domenico Ursino, Luca Virgili, Claudio Savaglio, Antonio Liotta, Giancarlo Fortino
A framework for anomaly detection and classification in Multiple IoT scenarios. Future Gener. Comput. Syst. 114 (2021)
Mario Di Mauro, Giovanni Galatro, Giancarlo Fortino, Antonio Liotta
Supervised Feature Selection Techniques in Network Intrusion Detection: a Critical Review. CoRR (2021)
Annamaria Ficara, Lucia Cavallaro, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Wei Song, Antonio Liotta
Criminal Networks Analysis in Missing Data scenarios through Graph Distances. CoRR (2021)
Mario Di Mauro, Giovanni Galatro, Antonio Liotta
A WNN-Based Approach for Network Intrusion Detection. IDC (2021)
Wei Song, Shuyuan Dai, Dongmei Huang, Jinling Song, Antonio Liotta
Median-Pooling Grad-CAM: An Efficient Inference Level Visual Explanation for CNN Networks in Remote Sensing Image Classification. MMM (2) (2021)
Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta
Correlation Analysis of Node and Edge Centrality Measures in Artificial Complex Networks. ICICT (3) (2021)
Mario Di Mauro, Antonio Liotta
Statistical Assessment of IP Multimedia Subsystem in a Softwarized Environment: a Queueing Networks Approach. CoRR (2020)
Mario Di Mauro, Giovanni Galatro, Antonio Liotta
Experimental Review of Neural-Based Approaches for Network Intrusion Management. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Giancarlo Fortino, Antonio Liotta, Fabrizio Messina, Domenico Rosaci, Giuseppe M. L. Sarné
Evaluating group formation in virtual communities. IEEE CAA J. Autom. Sinica 7 (4) (2020)
Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta
Correlations among Game of Thieves and other centrality measures in complex networks. CoRR (2020)
Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo
Network connectivity under a probabilistic node failure model. CoRR (2020)
Mario Di Mauro, Antonio Liotta, Maurizio Longo, Fabio Postiglione
Statistical Characterization of Containerized IP Multimedia Subsystem through Queueing Networks. NetSoft (2020)
Mario Di Mauro, Giovanni Galatro, Antonio Liotta
Experimental Review of Neural-based approaches for Network Intrusion Management. CoRR (2020)
Wei Song, Yan Wang, Dongmei Huang, Antonio Liotta, Cristian Perra
Enhancement of Underwater Images With Statistical Model of Background Light and Optimization of Transmission Map. IEEE Trans. Broadcast. 66 (1) (2020)
Mario Di Mauro, Antonio Liotta
An experimental evaluation and characterization of VoIP over an LTE-A network. CoRR (2020)
Lucia Cavallaro, Annamaria Ficara, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta
Disrupting Resilient Criminal Networks through Data Analysis: The case of Sicilian Mafia. CoRR (2020)
Mario Di Mauro, Antonio Liotta
An Experimental Evaluation and Characterization of VoIP Over an LTE-A Network. IEEE Trans. Netw. Serv. Manag. 17 (3) (2020)
Lucia Cavallaro, Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Antonio Liotta
Graph Comparison and Artificial Models for Simulating Real Criminal Networks. COMPLEX NETWORKS (2) (2020)
Maryleen U. Ndubuaku, Muhammad K. Ali, Ashiq Anjum, Antonio Liotta, Stephan Reiff-Marganiec
Edge-enhanced analytics via latent space dimensionality reduction. BDCAT (2020)
Laura Erhan, Maryleen U. Ndubuaku, Mario Di Mauro, Wei Song, Min Chen, Giancarlo Fortino, Ovidiu Bagdasar, Antonio Liotta
Smart Anomaly Detection in Sensor Systems. CoRR (2020)
Danfeng Zhao, Zhou Huang, Feng Zhou, Antonio Liotta, Dongmei Huang
An Approximation Method for Large Graph Similarity. IEEE BigData (2020)
Marco Uras, Raimondo Cossu, Enrico Ferrara, Ovidiu Bagdasar, Antonio Liotta, Luigi Atzori
WiFi Probes sniffing: an Artificial Intelligence based approach for MAC addresses de-randomization. CAMAD (2020)
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
Artificial neural networks training acceleration through network science strategies. Soft Comput. 24 (23) (2020)
Claudio Savaglio, Pasquale Pace, Gianluca Aloi, Antonio Liotta, Giancarlo Fortino
Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks. IEEE Access 7 (2019)
Francesco Cauteruccio, Giancarlo Fortino, Antonio Guerrieri, Antonio Liotta, Decebal Constantin Mocanu, Cristian Perra, Giorgio Terracina, Maria Torres Vega
Short-long term anomaly detection in wireless sensor networks based on machine learning and multi-parameterized edit distance. Inf. Fusion 52 (2019)
Cristian Perra, Elisavet Grigoriou, Antonio Liotta, Wei Song, Claudio Usai, Daniele D. Giusto
Augmented reality for cultural heritage education. ICCE-Berlin (2019)
Mario Di Mauro, Antonio Liotta
Statistical Assessment of IP Multimedia Subsystem in a Softwarized Environment: A Queueing Networks Approach. IEEE Trans. Netw. Serv. Manag. 16 (4) (2019)
Akis Kokkinis, Loizos Kanaris, Antonio Liotta, Stavros Stavrou
RSS Indoor Localization Based on a Single Access Point. Sensors 19 (17) (2019)
Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, Antonio Liotta
Runtime evaluation of cognitive systems for non-deterministic multiple output classification problems. Future Gener. Comput. Syst. 100 (2019)
Pasquale Pace, Giancarlo Fortino, Yin Zhang, Antonio Liotta
Intelligence at the Edge of Complex Networks: The Case of Cognitive Transmission Power Control. IEEE Wirel. Commun. 26 (3) (2019)
Maryleen U. Ndubuaku, Ashiq Anjum, Antonio Liotta
Unsupervised Anomaly Thresholding from Reconstruction Errors. IDCS (2019)
Maryleen U. Ndubuaku, Ashiq Anjum, Antonio Liotta
Cloud-assisted Adaptive Stream Processing from Discriminative Representations. SMC (2019)
Annamaria Ficara, Lucia Cavallaro, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta
Social Network Analysis of Sicilian Mafia Interconnections. COMPLEX NETWORKS (2) (2019)
Pasquale Pace, Gianluca Aloi, Raffaele Gravina, Giuseppe Caliciuri, Giancarlo Fortino, Antonio Liotta
An Edge-Based Architecture to Support Efficient Applications for Healthcare Industry 4.0. IEEE Trans. Ind. Informatics 15 (1) (2019)
Yanling Du, Wei Song, Qi He, Dongmei Huang, Antonio Liotta, Chen Su
Deep learning with multi-scale feature fusion in remote sensing for automatic oceanic eddy detection. Inf. Fusion 49 (2019)
Laura Erhan, Maryleen U. Ndubuaku, Enrico Ferrara, Miles Richardson, David Sheffield, Fiona J. Ferguson, Paul Brindley, Antonio Liotta
Analyzing Objective and Subjective Data in Social Sciences: Implications for Smart Cities. IEEE Access 7 (2019)
Sam O'Neill, Ovidiu Bagdasar, Antonio Liotta
An Online Learning Approach to a Multi-player N-armed Functional Bandit. NUMTA (2) (2019)
Oluwabunmi Oloruntoba, Georgina Cosma, Antonio Liotta
Clan-Based Cultural Algorithm for Feature Selection. ICDM Workshops (2019)
Yan Wang, Wei Song, Giancarlo Fortino, Lizhe Qi, Wenqiang Zhang, Antonio Liotta
An Experimental-Based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging. IEEE Access 7 (2019)
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
Artificial Neural Networks Training Acceleration Through Network Science Strategies. NUMTA (2) (2019)
Anas AlDabbagh, Giuseppe Di Fatta, Antonio Liotta
The Distributed p-Median Problem in Computer Networks. ICCSA (6) (2019)
Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen, Antonio Liotta, Michael E. Webber, Madeleine Gibescu, Johannes G. Slootweg
On-Line Building Energy Optimization Using Deep Reinforcement Learning. IEEE Trans. Smart Grid 10 (4) (2019)
Yan Wang, Wei Song, Giancarlo Fortino, Lizhe Qi, Wenqiang Zhang, Antonio Liotta
An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging. CoRR (2019)
Enrico Ferrara, Luigi Fragale, Giancarlo Fortino, Wei Song, Cristian Perra, Mario Di Mauro, Antonio Liotta
An AI Approach to Collecting and Analyzing Human Interactions With Urban Environments. IEEE Access 7 (2019)
Tim van der Lee, Antonio Liotta, Georgios Exarchakos
Interference graphs to monitor and control schedules in low-power WPAN. Future Gener. Comput. Syst. 93 (2019)
Wei Song, Shuyuan Dai, Jian Wang, Dongmei Huang, Antonio Liotta, Giuseppe Di Fatta
Bi-gradient Verification for Grad-CAM Towards Accurate Visual Explanation for Remote Sensing Images. ICDM Workshops (2019)
Roberto Corda, Daniele D. Giusto, Cristian Perra, Antonio Liotta, Wei Song
Statistical analysis of computer generated holography for data compression applications. BMSB (2019)
Wei Song, Yan Wang, Dongmei Huang, Antonio Liotta, Cristian Perra
Enhancement of Underwater Images with Statistical Model of Background Light and Optimization of Transmission Map. CoRR (2019)
Maria Torres Vega, Antonio Liotta
Cognitive Real-Time QoE Management in Video Streaming Services. ITC (1) (2018)
Maria Torres Vega, A. M. J. Koonen, Antonio Liotta, Jeroen Famaey
Fast Millimeter Wave Assisted Beam-Steering for Passive Indoor Optical Wireless Networks. IEEE Wirel. Commun. Lett. 7 (2) (2018)
Dongmei Huang, Qian Zhang, Jian Wang, Antonio Liotta, Wei Song, Jiangang Zhu
Marine Information System Based on Ocean Data Ontology Construction. SMC (2018)
Enrico Ferrara, Antonio Liotta, Laura Erhan, Maryleen U. Ndubuaku, Daniele D. Giusto, Miles Richardson, David Sheffield, Kirsten McEwan
A Pilot Study Mapping Citizens' Interaction with Urban Nature. DASC/PiCom/DataCom/CyberSciTech (2018)
Cristian Perra, Wei Song, Antonio Liotta
Effects of light field subsampling on the quality of experience in refocusing applications. QoMEX (2018)
Maria Torres Vega, Cristian Perra, Filip De Turck, Antonio Liotta
A Review of Predictive Quality of Experience Management in Video Streaming Services. IEEE Trans. Broadcast. 64 (2) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Antonio Liotta