All Stories

  1. A framework for binary classification evaluation metrics

    Article • Information Sciences, September 2026, Elsevier

    Professor of Data Science Antonio Liotta

  2. ProfVLM: A lightweight video-language model for multi-view proficiency estimation

    Article • Computer Vision and Image Understanding, May 2026, Elsevier

    Professor of Data Science Antonio Liotta

  3. Trajectory Prediction and Intelligent RSU Handover for Connected Vehicles Using Deep Sequential and Ensemble Learning

    Article • March 2026, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  4. Inference and training efficiency in pruned multilayer perceptron networks

    Article • PLOS Complex Systems, March 2026, PLOS

    Professor of Data Science Antonio Liotta

  5. An experimental comparison of deep learning models for pneumonia classification from chest X-ray images

    Article • Biomedical Signal Processing and Control, February 2026, Elsevier

    Professor of Data Science Antonio Liotta

  6. Multitask Learning Strategy for Surrogate Hydrological Modeling

    Article • January 2026, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  7. SParSeFuL: Self-Organizing Sparse Federated Learning over Spatially Non-IID Data

    Article • January 2026, Elsevier

    Professor of Data Science Antonio Liotta

  8. Time Series Gaps Filling based on Heterogeneous Sensor Data Fusion

    Article • July 2025, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  9. Feature-Level Uncertainty Response Analysis in Multi-Sensor Deep Learning Models

    Article • July 2025, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  10. An Innovative Approach for Calibrating Hydrological Surrogate Deep Learning Models

    Article • Remote Sensing, May 2025, MDPI AG

    Professor of Data Science Antonio Liotta

  11. A Comparative Study of Neural Network Pruning Strategies for AI Deployment on Edge Devices

    Article • January 2025, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  12. ASR Systems Under Acoustic Challenges: A Multilingual Study

    Article • January 2025, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  13. GResilience: Decision-Making Policies for Trading Off Greenness and Resilience in Online Collaborative AI Systems

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  14. Miniaturisation of Binary Classifiers Through Sparse Neural Networks

    Article • January 2025, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  15. Hybrid Edge-Cloud Federated Learning: The Case of Lightweight Smoking Detection

    Article • December 2024, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  16. Comparative study of deep learning techniques for DeepFake video detection

    Article • ICT Express, December 2024, Elsevier

    Professor of Data Science Antonio Liotta

  17. Comparing Training of Sparse to Classic Neural Networks for Binary Classification in Medical Data

    Article • November 2024, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  18. Benchmarking Whisper Under Diverse Audio Transformations and Real-Time Constraints

    Article • November 2024, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  19. Worthiness Benchmark: A novel concept for analyzing binary classification evaluation metrics

    Article • Information Sciences, September 2024, Elsevier

    Professor of Data Science Antonio Liotta

  20. Short-Term Forecasting of Non-Stationary Time Series

    Article • July 2024, MDPI AG

    Professor of Data Science Antonio Liotta

  21. On the sensitivity of centrality metrics

    Article • PLOS One, May 2024, PLOS

    Professor of Data Science Antonio Liotta

  22. MGR3Net: Multigranularity Region Relation Representation Network for Facial Expression Recognition in Affective Robots

    Article • IEEE Transactions on Industrial Informatics, May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  23. Modeling Resilience of Collaborative AI Systems

    Article • April 2024, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  24. MSC-AD: A Multiscene Unsupervised Anomaly Detection Dataset for Small Defect Detection of Casting Surface

    Article • IEEE Transactions on Industrial Informatics, April 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  25. Multivariate Time Series Characterization and Forecasting of VoIP Traffic in Real Mobile Networks

    Article • IEEE Transactions on Network and Service Management, February 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  26. Deep Learning Based Multi Pose Human Face Matching System

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  27. Smarter Grid in the 5G Era: Integrating the Internet of Things With a Cyber-Physical System

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  28. CAIS-DMA: A Decision-Making Assistant for Collaborative AI Systems

    Article • December 2023, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  29. Downscaling Fusion Model for CMIP5 Rainfall Projection under RCP Scenarios: The Case of Trentino-Alto Adige

    Article • July 2023, MDPI AG

    Professor of Data Science Antonio Liotta

  30. Edge-Enhanced QoS Aware Compression Learning for Sustainable Data Stream Analytics

    Article • IEEE Transactions on Sustainable Computing, July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  31. A systematic review and analysis of deep learning-based underwater object detection

    Article • Neurocomputing, March 2023, Elsevier

    Professor of Data Science Antonio Liotta

  32. Speeding Up Subjective Video Quality Assessment via Hybrid Active Learning

    Article • IEEE Transactions on Broadcasting, March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  33. GResilience: Trading Off Between the Greenness and the Resilience of Collaborative AI Systems

    Article • January 2023, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  34. MAC address de-randomization for WiFi device counting: Combining temporal- and content-based fingerprints

    Article • Computer Networks, December 2022, Elsevier

    Professor of Data Science Antonio Liotta

  35. E-MPSPNet: Ice–Water SAR Scene Segmentation Based on Multi-Scale Semantic Features and Edge Supervision

    Article • Remote Sensing, November 2022, MDPI AG

    Professor of Data Science Antonio Liotta

  36. Covert Network Construction, Disruption, and Resilience: A Survey

    Article • Mathematics, August 2022, MDPI AG

    Professor of Data Science Antonio Liotta

  37. A systematic review on affective computing: emotion models, databases, and recent advances

    Article • Information Fusion, July 2022, Elsevier

    Wei Tao, Professor of Data Science Antonio Liotta

  38. Network Connectivity Under a Probabilistic Node Failure Model

    Article • IEEE Transactions on Network Science and Engineering, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  39. A Novel Interannual Rainfall Runoff Equation Derived from Ol’Dekop’s Model Using Artificial Neural Networks

    Article • Sensors, June 2022, MDPI AG

    Professor of Data Science Antonio Liotta

  40. A Hybrid Water Balance Machine Learning Model to Estimate Inter-Annual Rainfall-Runoff

    Article • Sensors, April 2022, MDPI AG

    Professor of Data Science Antonio Liotta

  41. Efficient Subjective Video Quality Assessment Based on Active Learning and Clustering

    Article • January 2022, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  42. Embedded Data Imputation for Environmental Intelligent Sensing: A Case Study

    Article • Sensors, November 2021, MDPI AG

    Professor of Data Science Antonio Liotta

  43. Correlation Analysis of Node and Edge Centrality Measures in Artificial Complex Networks

    Article • September 2021, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  44. Supervised feature selection techniques in network intrusion detection: A critical review

    Article • Engineering Applications of Artificial Intelligence, May 2021, Elsevier

    Professor of Data Science Antonio Liotta

  45. Smart anomaly detection in sensor systems: A multi-perspective review

    Article • Information Fusion, March 2021, Elsevier

    Professor of Data Science Antonio Liotta

  46. Game of Thieves and WERW-Kpath: Two Novel Measures of Node and Edge Centrality for Mafia Networks

    Article • January 2021, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  47. Experimental Review of Neural-Based Approaches for Network Intrusion Management

    Article • IEEE Transactions on Network and Service Management, December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  48. Artificial neural networks training acceleration through network science strategies

    Article • Soft Computing, September 2020, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  49. An Experimental Evaluation and Characterization of VoIP Over an LTE-A Network

    Article • IEEE Transactions on Network and Service Management, September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  50. Disrupting resilient criminal networks through data analysis: The case of Sicilian Mafia

    Article • PLOS One, August 2020, PLOS

    Professor of Data Science Antonio Liotta

  51. Improved Particle Swarm Optimization for Sea Surface Temperature Prediction

    Article • Energies, March 2020, MDPI AG

    Cristian Perra, Professor of Data Science Antonio Liotta

  52. Enhancement of Underwater Images With Statistical Model of Background Light and Optimization of Transmission Map

    Article • IEEE Transactions on Broadcasting, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Cristian Perra, Professor of Data Science Antonio Liotta

  53. An Online Learning Approach to a Multi-player N-armed Functional Bandit

    Article • January 2020, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  54. Artificial Neural Networks Training Acceleration Through Network Science Strategies

    Article • January 2020, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  55. Short-long term anomaly detection in wireless sensor networks based on machine learning and multi-parameterized edit distance

    Article • Information Fusion, December 2019, Elsevier

    Cristian Perra, Professor of Data Science Antonio Liotta

  56. Statistical Assessment of IP Multimedia Subsystem in a Softwarized Environment: A Queueing Networks Approach

    Article • IEEE Transactions on Network and Service Management, December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  57. Runtime evaluation of cognitive systems for non-deterministic multiple output classification problems

    Article • Future Generation Computer Systems, November 2019, Elsevier

    Professor of Data Science Antonio Liotta

  58. Deep learning with multi-scale feature fusion in remote sensing for automatic oceanic eddy detection

    Article • Information Fusion, September 2019, Elsevier

    Professor of Data Science Antonio Liotta

  59. RSS Indoor Localization Based on a Single Access Point

    Article • Sensors, August 2019, MDPI AG

    Professor of Data Science Antonio Liotta

  60. On-Line Building Energy Optimization Using Deep Reinforcement Learning

    Article • IEEE Transactions on Smart Grid, July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  61. Intelligence at the Edge of Complex Networks: The Case of Cognitive Transmission Power Control

    Article • IEEE Wireless Communications, June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  62. Recent Advances in the Processing and Rendering Algorithms for Computer-Generated Holography

    Article • Electronics, May 2019, MDPI AG

    Cristian Perra, Professor of Data Science Antonio Liotta

  63. Interference graphs to monitor and control schedules in low-power WPAN

    Article • Future Generation Computer Systems, April 2019, Elsevier

    Professor of Data Science Antonio Liotta

  64. An Edge-Based Architecture to Support Efficient Applications for Healthcare Industry 4.0

    Article • IEEE Transactions on Industrial Informatics, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  65. An AI Approach to Collecting and Analyzing Human Interactions With Urban Environments

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  66. An Experimental-Based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  67. Analyzing Objective and Subjective Data in Social Sciences: Implications for Smart Cities

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta, Dr Paul Brindley

  68. Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  69. The Distributed p-Median Problem in Computer Networks

    Article • January 2019, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  70. Unsupervised Anomaly Thresholding from Reconstruction Errors

    Article • January 2019, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  71. A Residual Convolution Neural Network for Sea Ice Classification with Sentinel-1 SAR Imagery

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  72. Query of Marine Big Data Based on Graph Compression and Views

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  73. Marine Information System Based on Ocean Data Ontology Construction

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  74. A Demographic Analysis of Urban Nature Utilization

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  75. Cognitive Real-Time QoE Management in Video Streaming Services

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  76. A Pilot Study Mapping Citizens’ Interaction with Urban Nature

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  77. 3D Video Tools

    Article • July 2018, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  78. Quality of Experience and Quality of Service Metrics for 3D Content

    Article • July 2018, Springer Science + Business Media

    Professor of Data Science Antonio Liotta, Dr Dragan D. Kukolj

  79. New AI method increases the power of artificial neural networks

    Article • Nature Communications, June 2018, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  80. A Review of Predictive Quality of Experience Management in Video Streaming Services

    Article • IEEE Transactions on Broadcasting, June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta, Cristian Perra

  81. Resilience of Video Streaming Services to Network Impairments

    Article • IEEE Transactions on Broadcasting, June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta, Cristian Perra

  82. Density and Transmission Power in Intelligent Wireless Sensor Networks

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  83. Effects of light field subsampling on the quality of experience in refocusing applications

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  84. Author Correction: Decentralized dynamic understanding of hidden relations in complex networks

    Article • Scientific Reports, April 2018, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  85. Fast Millimeter Wave Assisted Beam-Steering for Passive Indoor Optical Wireless Networks

    Article • IEEE Wireless Communications Letters, April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  86. Time-Scheduled Network Evaluation Based on Interference

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  87. Self-Learning Power Control in Wireless Sensor Networks

    Article • Sensors, January 2018, MDPI AG

    Professor of Data Science Antonio Liotta

  88. Decentralized dynamic understanding of hidden relations in complex networks

    Article • Scientific Reports, January 2018, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  89. Impact of Transmission Power Control in multi-hop networks

    Article • Future Generation Computer Systems, October 2017, Elsevier

    Professor of Data Science Antonio Liotta

  90. Distributed TSCH scheduling: A comparative analysis

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  91. Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines

    Article • Pattern Recognition, September 2017, Elsevier

    Professor of Data Science Antonio Liotta

  92. Towards Multi-layer Interoperability of Heterogeneous IoT Platforms: The INTER-IoT Approach

    Article • July 2017, Springer Science + Business Media

    Professor of Data Science Antonio Liotta, Prof. Marcin Paprzycki

  93. Transmission Power Control in WSNs: From Deterministic to Cognitive Methods

    Article • July 2017, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  94. Deep Learning for Quality Assessment in Live Video Streaming

    Article • IEEE Signal Processing Letters, June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  95. Effect of lossy networks on stereoscopic 3D-video streams

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  96. Unsupervised deep learning for real-time assessment of video streaming services

    Article • Multimedia Tools and Applications, May 2017, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  97. Evaluating machine learning algorithms for applications with humans in the loop

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Aravind Kota Gopalakrishna, Professor of Data Science Antonio Liotta

  98. Cognitive channel selection for Wireless Sensor communications

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  99. Combining smart lighting and radio fingerprinting for improved indoor localization

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  100. DeepEddy: A simple deep architecture for mesoscale oceanic eddy detection in SAR images

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta, Professor Qile He

  101. In-node cognitive power control in Wireless Sensor Networks

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  102. Quality of fingerprint radiomaps for positioning systems

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  103. Reliable low-power wireless networks over unstable transmission power

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  104. TSCH schedules assessment

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  105. Fusing Bluetooth Beacon Data with Wi-Fi Radiomaps for Improved Indoor Localization

    Article • Sensors, April 2017, MDPI AG

    Professor of Data Science Antonio Liotta

  106. Predictive no-reference assessment of video quality

    Article • Signal Processing Image Communication, March 2017, Elsevier

    Professor of Data Science Antonio Liotta

  107. plexi : Adaptive re-scheduling web-service of time synchronized low-power wireless networks

    Article • Journal of Network and Computer Applications, March 2017, Elsevier

    Professor of Data Science Antonio Liotta

  108. Spatial anomaly detection in sensor networks using neighborhood information

    Article • Information Fusion, January 2017, Elsevier

    Professor of Data Science Antonio Liotta

  109. Big IoT data mining for real-time energy disaggregation in buildings

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  110. A topological insight into restricted Boltzmann machines

    Article • Machine Learning, July 2016, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  111. Sample Size Determination Algorithm for fingerprint-based indoor localization systems

    Article • Computer Networks, June 2016, Elsevier

    Professor of Data Science Antonio Liotta

  112. An experimental survey of no-reference video quality assessment methods

    Article • International Journal of Pervasive Computing and Communications, April 2016, Emerald

    Professor of Data Science Antonio Liotta

  113. A Task-Oriented Framework for Networked Wearable Computing

    Article • IEEE Transactions on Automation Science and Engineering, April 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  114. Message from I4T 2016 Workshop Chairs

    Article • April 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  115. Predictive Power Control in Wireless Sensor Networks

    Article • April 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  116. Resource allocation in optical beam-steered indoor networks

    Article • April 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  117. Relevance in machine learning algorithms

    Article • Concurrency and Computation Practice and Experience, March 2016, Wiley

    Dr Aravind Kota Gopalakrishna, Professor of Data Science Antonio Liotta

  118. A Regression Method for real-time video quality evaluation

    Article • January 2016, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  119. Power Control in Wireless Sensor Networks with Variable Interference

    Article • Mobile Information Systems, January 2016, Hindawi Publishing Corporation

    Professor of Data Science Antonio Liotta

  120. Ensembles of incremental learners to detect anomalies in ad hoc sensor networks

    Article • Ad Hoc Networks, December 2015, Elsevier

    Professor of Data Science Antonio Liotta

  121. Redundancy Reduction in Wireless Sensor Networks via Centrality Metrics

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  122. Factored four way conditional restricted Boltzmann machines for activity recognition

    Article • Pattern Recognition Letters, November 2015, Elsevier

    Professor of Data Science Antonio Liotta

  123. QoE Modelling for VP9 and H.265 Videos on Mobile Devices

    Article • October 2015, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  124. Interference Mitigation through Adaptive Power Control in Wireless Sensor Networks

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  125. Cognitive no-reference video quality assessment for mobile streaming services

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  126. Cognitive streaming on android devices

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  127. Reduced reference image quality assessment via Boltzmann Machines

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  128. Network analysis on Skype end-to-end video quality

    Article • International Journal of Pervasive Computing and Communications, April 2015, Emerald

    Professor of Data Science Antonio Liotta

  129. Statistical Inference for Intelligent Lighting: A Pilot Study

    Article • January 2015, Springer Science + Business Media

    Dr Aravind Kota Gopalakrishna, Professor of Data Science Antonio Liotta

  130. Accuracy of No-Reference Quality Metrics in Network-impaired Video Streams

    Article • January 2015, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  131. Data Driven Transmission Power Control for Wireless Sensor Networks

    Article • January 2015, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  132. Enhancing Internet and Distributed Computing Systems with Wireless Sensor Networks

    Article • International Journal of Distributed Sensor Networks, January 2015, SAGE Publications

    Professor of Data Science Antonio Liotta

  133. Online Fusion of Incremental Learning for Wireless Sensor Networks

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  134. Preface to DaMNet 2014

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  135. End-to-end performance evaluation in high-speed wireless networks

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  136. Network performance assessment with Quality of experience benchmarks

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  137. Deep learning for objective quality assessment of 3D images

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  138. Inexpensive user tracking using Boltzmann Machines

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  139. Node centrality awareness via swarming effects

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  140. When does lower bitrate give higher quality in modern video services?

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  141. Improving RSS fingerprint-based localization using directional antennas

    Article • April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  142. Optimizing route prior knowledge for map-aided fingerprint-based positioning systems

    Article • April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  143. Data Mining for Monitoring and Managing Systems and Networks

    Article • Journal of Network and Systems Management, February 2014, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  144. A Report on the First IFIP/IEEE Workshop on Quality of Experience Centric Management (QCMan 2013)

    Article • Journal of Network and Systems Management, January 2014, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  145. Relevance Prevails: Missing Data Treatment in Intelligent Lighting

    Article • January 2014, Springer Science + Business Media

    Dr Aravind Kota Gopalakrishna, Professor of Data Science Antonio Liotta

  146. Assessment of Proactive Transmission Power Control for Wireless Sensor Networks

    Article • January 2014, Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST)

    Professor of Data Science Antonio Liotta

  147. Online Extreme Learning on Fixed-Point Sensor Networks

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  148. Preface to the Third International Workshop on Data Mining in Networks

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  149. Anomaly Detection in Sensor Systems Using Lightweight Machine Learning

    Article • October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  150. Gossiping-Based AODV for Wireless Sensor Networks

    Article • October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  151. Map-aided fingerprint-based indoor positioning

    Article • September 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  152. The cognitive NET is coming

    Article • IEEE Spectrum, August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  153. MCSC 2013: Message from the Chairs

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  154. A binomial distribution approach for the evaluation of indoor positioning systems

    Article • May 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  155. SKYPE RESILIENCE TO HIGH MOTION VIDEOS

    Article • International Journal of Wavelets Multiresolution and Information Processing, May 2013, World Scientific Pub Co Pte Lt

    Professor of Data Science Antonio Liotta

  156. Relevance as a Metric for Evaluating Machine Learning Algorithms

    Article • January 2013, Springer Science + Business Media

    Dr Aravind Kota Gopalakrishna, Professor of Data Science Antonio Liotta

  157. Intelligent control for adaptive video streaming

    Article • January 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  158. Instantaneous Video Quality Assessment for lightweight devices

    Article • January 2013, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  159. Predicting Battery Depletion of Neighboring Wireless Sensor Nodes

    Article • January 2013, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  160. QL-MAC: A Q-Learning Based MAC for Wireless Sensor Networks

    Article • January 2013, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  161. Preface to the Second International Workshop on Data Mining in Networks -- DaMNet 2012

    Article • December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  162. Farewell to deterministic networks

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  163. Embedded self-healing layer for detecting and recovering sensor faults in body sensor networks

    Article • October 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  164. Exploiting machine learning for intelligent room lighting applications

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Aravind Kota Gopalakrishna, Professor of Data Science Antonio Liotta

  165. Treatment of Missing Data in Intelligent Lighting Applications

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Aravind Kota Gopalakrishna, Professor of Data Science Antonio Liotta

  166. Adaptive psychometric scaling for video quality assessment

    Article • Signal Processing Image Communication, September 2012, Elsevier

    Professor of Data Science Antonio Liotta

  167. A survey on networks for smart‐metering systems

    Article • International Journal of Pervasive Computing and Communications, March 2012, Emerald

    Professor of Data Science Antonio Liotta

  168. A wireless mesh communication protocol for smart-metering

    Article • January 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  169. An autonomic plane for Wireless Body Sensor Networks

    Article • January 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  170. Quality of experience management for video streams

    Article • January 2012, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  171. Tackling the Sheer Scale of Subjective QoE

    Article • January 2012, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  172. Video quality degradation on IPTV networks

    Article • January 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  173. Preface to the International Workshop on Data Mining in Networks

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  174. A Peek at the Future Internet

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  175. Can Skype be used beyond video calling?

    Article • January 2011, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  176. Content-Aware Networks

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  177. Discovering Virtual Resources

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  178. Distribution–Efficient Networks

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  179. On the Way to the Pervasive Web

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  180. Proactive Networks

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  181. Reactive Networks

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  182. Six Problems for the Service Provider

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  183. Spontaneous Networks

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  184. The Network, As We Know It

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  185. Networks for Pervasive Services

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  186. Machine Learning Approach for Quality of Experience Aware Networks

    Article • November 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  187. Quality of Experience Models for Multimedia Streaming

    Article • International Journal of Mobile Computing and Multimedia Communications, October 2010, IGI Global

    Professor of Data Science Antonio Liotta

  188. Estimations and Remedies for Quality of Experience in Multimedia Streaming

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  189. Scalable P2P Video Streaming

    Article • International Journal of Business Data Communications and Networking, July 2010, IGI Global

    Professor of Data Science Antonio Liotta

  190. Quality of experience management in mobile content delivery systems

    Article • Telecommunication Systems, June 2010, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  191. Online QoE prediction

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  192. Preface

    Article • March 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  193. Preface

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  194. Localized Multistreams for P2P Streaming

    Article • International Journal of Digital Multimedia Broadcasting, January 2010, Hindawi Publishing Corporation

    Professor of Data Science Antonio Liotta

  195. Measuring Quality of Experience on a Commercial Mobile TV Platform

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  196. Resource-awareness and trade-off optimisation in P2P video streaming

    Article • International Journal of Advanced Media and Communication, January 2010, Inderscience Publishers

    Professor of Data Science Antonio Liotta

  197. Handbook of Research on P2P and Grid Systems for Service-Oriented Computing

    Article • January 2010, IGI Global

    Professor of Data Science Antonio Liotta

  198. An analysis of mobile signalling in converged networks

    Article • December 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  199. A Discussion of Socio-Economic Management and Incentives for the Future Internet

    Article • November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  200. Preface

    Article • October 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  201. Multiple Streaming at the Network Edge

    Article • October 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  202. Improving QoS in P2P Video Streaming

    Article • July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  203. Performance analysis and evaluation of P2PTV streaming behavior

    Article • July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  204. Overlay management for P2PTV streaming

    Article • June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  205. Resource trade-off in P2P streaming

    Article • May 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  206. An Assessment of Self-Managed P2P Streaming

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  207. Predicting quality of experience in multimedia streaming

    Article • January 2009, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  208. Streaming layered video over P2P networks

    Article • January 2009, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  209. QoE in Pervasive Telecommunication Systems

    Article • January 2009, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  210. Characterization of signaling and traffic in Joost

    Article • Peer-to-Peer Networking and Applications, December 2008, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  211. Mesh based P2P streaming over MANETs

    Article • January 2008, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  212. Peer-to-Peer Session Initiation Protocol in Highly Volatile Environments

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  213. Preface

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  214. QoE-aware QoS management

    Article • January 2008, ACM (Association for Computing Machinery)

    Professor of Data Science Antonio Liotta

  215. Open Source Mobile VPNs over Converged All-IP Networks

    Article • Journal of Network and Systems Management, September 2007, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  216. IP MULTIMEDIA SUBSYSTEM - The Operator's Response to P2P Service Demand

    Article • IEEE Communications Magazine, July 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  217. Performance Analysis of Offloading Systems in Mobile Wireless Environments

    Article • June 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  218. Managing P2P services via the IMS

    Article • May 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  219. A Policy-Based Metrics Framework for Information Security Performance Measurement

    Article • May 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  220. Addressing User Expectations in Mobile Content Delivery

    Article • Mobile Information Systems, January 2007, Hindawi Publishing Corporation

    Professor of Data Science Antonio Liotta

  221. Presence in the IP Multimedia Subsystem

    Article • Mobile Information Systems, January 2007, Hindawi Publishing Corporation

    Professor of Data Science Antonio Liotta

  222. Plugging 3G Mobile Networks into the Internet: A Prototype-Based Evaluation

    Article • November 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  223. An adaptive clustering approach for the management of dynamic systems

    Article • IEEE Journal on Selected Areas in Communications, December 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  224. Near-optimal service facility location in dynamic communication networks

    Article • IEEE Communications Letters, September 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  225. Adaptive Content for the Mobile User: A Policy-Based Approach

    Article • January 2005, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  226. Composition of context-aware services using policies and models

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  227. Execution time prediction in DSM-based mobile grids

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  228. Experimental Evaluation of the IP Multimedia Subsystem

    Article • January 2005, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  229. Distributed Monitoring: Methods, Means and Technologies

    Article • January 2005, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  230. On management technologies and the potential of Web services

    Article • IEEE Communications Magazine, July 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  231. Article • Journal of Network and Systems Management, January 2003, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  232. Integrated Network Management VIII

    Article • January 2003, Springer Science + Business Media

    Professor of Data Science Antonio Liotta, William Gropp, Prof Jun Shen

  233. Exploiting agent mobility for large-scale network monitoring

    Article • IEEE Network, May 2002, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  234. Article • Journal of Network and Systems Management, January 2002, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  235. A Hybrid Approach to Network Performance Monitoring Based on Mobile Agents and CORBA

    Article • January 2002, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  236. Delivering Service Adaptation with 3G Technology

    Article • January 2002, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  237. On the Performance and Scalability of Decentralized Monitoring Using Mobile Agents

    Article • January 1999, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  238. CMIS/P++: extensions to CMIS/P for increased expressiveness and efficiency in the manipulation of management information

    Article • IEEE Network, January 1998, Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  239. An Adaptive Multi-Constraint Partitioning Algorithm for Offloading in Pervasive Systems

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  240. CMIS/P++: extensions to CMIS/P for increased expressiveness and efficiency in the manipulation of management information

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  241. Privacy in Pervasive Systems

    Article • IGI Global

    Professor of Data Science Antonio Liotta