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. Inference and training efficiency in pruned multilayer perceptron networks

    Article • PLOS Complex Systems, March 2026, PLOS

    Professor of Data Science Antonio Liotta

  4. 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

  5. Multitask Learning Strategy for Surrogate Hydrological Modeling

    Article • January 2026, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

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

    Article • January 2026, Elsevier

    Professor of Data Science Antonio Liotta

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

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

    Professor of Data Science Antonio Liotta

  8. 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

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

    Article • Remote Sensing, May 2025, MDPI AG

    Professor of Data Science Antonio Liotta

  10. 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

  11. ASR Systems Under Acoustic Challenges: A Multilingual Study

    Article • January 2025, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  12. 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

  13. Miniaturisation of Binary Classifiers Through Sparse Neural Networks

    Article • January 2025, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

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

    Article • December 2024, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

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

    Article • ICT Express, December 2024, Elsevier

    Professor of Data Science Antonio Liotta

  16. 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

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

    Article • November 2024, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

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

    Article • Information Sciences, September 2024, Elsevier

    Professor of Data Science Antonio Liotta

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

    Article • July 2024, MDPI AG

    Professor of Data Science Antonio Liotta

  20. On the sensitivity of centrality metrics

    Article • PLOS One, May 2024, PLOS

    Professor of Data Science Antonio Liotta

  21. 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

  22. Modeling Resilience of Collaborative AI Systems

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

    Professor of Data Science Antonio Liotta

  23. 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

  24. 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

  25. 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

  26. 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

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

    Article • December 2023, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  28. 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

  29. 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

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

    Article • Neurocomputing, March 2023, Elsevier

    Professor of Data Science Antonio Liotta

  31. 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

  32. 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

  33. 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

  34. 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

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

    Article • Mathematics, August 2022, MDPI AG

    Professor of Data Science Antonio Liotta

  36. 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

  37. 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

  38. 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

  39. 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

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

    Article • January 2022, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

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

    Article • Sensors, November 2021, MDPI AG

    Professor of Data Science Antonio Liotta

  42. 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

  43. 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

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

    Article • Information Fusion, March 2021, Elsevier

    Professor of Data Science Antonio Liotta

  45. 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

  46. 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

  47. Artificial neural networks training acceleration through network science strategies

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

    Professor of Data Science Antonio Liotta

  48. 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

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

    Article • PLOS One, August 2020, PLOS

    Professor of Data Science Antonio Liotta

  50. Improved Particle Swarm Optimization for Sea Surface Temperature Prediction

    Article • Energies, March 2020, MDPI AG

    Cristian Perra, Professor of Data Science Antonio Liotta

  51. 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

  52. 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

  53. Artificial Neural Networks Training Acceleration Through Network Science Strategies

    Article • January 2020, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  54. 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

  55. 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

  56. 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

  57. 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

  58. RSS Indoor Localization Based on a Single Access Point

    Article • Sensors, August 2019, MDPI AG

    Professor of Data Science Antonio Liotta

  59. 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

  60. 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

  61. 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

  62. 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

  63. 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

  64. 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

  65. 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

  66. 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

  67. 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

  68. The Distributed p-Median Problem in Computer Networks

    Article • January 2019, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  69. Unsupervised Anomaly Thresholding from Reconstruction Errors

    Article • January 2019, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  70. 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

  71. 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

  72. Marine Information System Based on Ocean Data Ontology Construction

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

    Professor of Data Science Antonio Liotta

  73. A Demographic Analysis of Urban Nature Utilization

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

    Professor of Data Science Antonio Liotta

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

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

    Professor of Data Science Antonio Liotta

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

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

    Professor of Data Science Antonio Liotta

  76. 3D Video Tools

    Article • July 2018, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  77. 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

  78. 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

  79. 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

  80. 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

  81. Density and Transmission Power in Intelligent Wireless Sensor Networks

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

    Professor of Data Science Antonio Liotta

  82. 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

  83. 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

  84. 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

  85. Time-Scheduled Network Evaluation Based on Interference

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

    Professor of Data Science Antonio Liotta

  86. Self-Learning Power Control in Wireless Sensor Networks

    Article • Sensors, January 2018, MDPI AG

    Professor of Data Science Antonio Liotta

  87. Decentralized dynamic understanding of hidden relations in complex networks

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

    Professor of Data Science Antonio Liotta

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

    Article • Future Generation Computer Systems, October 2017, Elsevier

    Professor of Data Science Antonio Liotta

  89. Distributed TSCH scheduling: A comparative analysis

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

    Professor of Data Science Antonio Liotta

  90. 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

  91. 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

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

    Article • July 2017, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  93. 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

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

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

    Professor of Data Science Antonio Liotta

  95. 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

  96. 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

  97. Cognitive channel selection for Wireless Sensor communications

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

    Professor of Data Science Antonio Liotta

  98. 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

  99. 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

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

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

    Professor of Data Science Antonio Liotta

  101. Quality of fingerprint radiomaps for positioning systems

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

    Professor of Data Science Antonio Liotta

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

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

    Professor of Data Science Antonio Liotta

  103. TSCH schedules assessment

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

    Professor of Data Science Antonio Liotta

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

    Article • Sensors, April 2017, MDPI AG

    Professor of Data Science Antonio Liotta

  105. Predictive no-reference assessment of video quality

    Article • Signal Processing Image Communication, March 2017, Elsevier

    Professor of Data Science Antonio Liotta

  106. 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

  107. Spatial anomaly detection in sensor networks using neighborhood information

    Article • Information Fusion, January 2017, Elsevier

    Professor of Data Science Antonio Liotta

  108. 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

  109. A topological insight into restricted Boltzmann machines

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

    Professor of Data Science Antonio Liotta

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

    Article • Computer Networks, June 2016, Elsevier

    Professor of Data Science Antonio Liotta

  111. 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

  112. 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

  113. Message from I4T 2016 Workshop Chairs

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

    Professor of Data Science Antonio Liotta

  114. Predictive Power Control in Wireless Sensor Networks

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

    Professor of Data Science Antonio Liotta

  115. Resource allocation in optical beam-steered indoor networks

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

    Professor of Data Science Antonio Liotta

  116. 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

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

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

    Professor of Data Science Antonio Liotta

  118. Power Control in Wireless Sensor Networks with Variable Interference

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

    Professor of Data Science Antonio Liotta

  119. 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

  120. Redundancy Reduction in Wireless Sensor Networks via Centrality Metrics

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

    Professor of Data Science Antonio Liotta

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

    Article • Pattern Recognition Letters, November 2015, Elsevier

    Professor of Data Science Antonio Liotta

  122. 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

  123. 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

  124. 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

  125. Cognitive streaming on android devices

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

    Professor of Data Science Antonio Liotta

  126. Reduced reference image quality assessment via Boltzmann Machines

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

    Professor of Data Science Antonio Liotta

  127. 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

  128. 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

  129. 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

  130. Data Driven Transmission Power Control for Wireless Sensor Networks

    Article • January 2015, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  131. 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

  132. Online Fusion of Incremental Learning for Wireless Sensor Networks

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

    Professor of Data Science Antonio Liotta

  133. Preface to DaMNet 2014

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

    Professor of Data Science Antonio Liotta

  134. 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

  135. Network performance assessment with Quality of experience benchmarks

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

    Professor of Data Science Antonio Liotta

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

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

    Professor of Data Science Antonio Liotta

  137. Inexpensive user tracking using Boltzmann Machines

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

    Professor of Data Science Antonio Liotta

  138. Node centrality awareness via swarming effects

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

    Professor of Data Science Antonio Liotta

  139. 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

  140. Improving RSS fingerprint-based localization using directional antennas

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

    Professor of Data Science Antonio Liotta

  141. 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

  142. 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

  143. 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

  144. 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

  145. 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

  146. Online Extreme Learning on Fixed-Point Sensor Networks

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

    Professor of Data Science Antonio Liotta

  147. 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

  148. Anomaly Detection in Sensor Systems Using Lightweight Machine Learning

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

    Professor of Data Science Antonio Liotta

  149. Gossiping-Based AODV for Wireless Sensor Networks

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

    Professor of Data Science Antonio Liotta

  150. Map-aided fingerprint-based indoor positioning

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

    Professor of Data Science Antonio Liotta

  151. The cognitive NET is coming

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

    Professor of Data Science Antonio Liotta

  152. MCSC 2013: Message from the Chairs

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

    Professor of Data Science Antonio Liotta

  153. 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

  154. 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

  155. 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

  156. Intelligent control for adaptive video streaming

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

    Professor of Data Science Antonio Liotta

  157. Instantaneous Video Quality Assessment for lightweight devices

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

    Professor of Data Science Antonio Liotta

  158. Predicting Battery Depletion of Neighboring Wireless Sensor Nodes

    Article • January 2013, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

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

    Article • January 2013, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  160. 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

  161. Farewell to deterministic networks

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

    Professor of Data Science Antonio Liotta

  162. 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

  163. 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

  164. 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

  165. Adaptive psychometric scaling for video quality assessment

    Article • Signal Processing Image Communication, September 2012, Elsevier

    Professor of Data Science Antonio Liotta

  166. 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

  167. A wireless mesh communication protocol for smart-metering

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

    Professor of Data Science Antonio Liotta

  168. An autonomic plane for Wireless Body Sensor Networks

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

    Professor of Data Science Antonio Liotta

  169. Quality of experience management for video streams

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

    Professor of Data Science Antonio Liotta

  170. Tackling the Sheer Scale of Subjective QoE

    Article • January 2012, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  171. Video quality degradation on IPTV networks

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

    Professor of Data Science Antonio Liotta

  172. 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

  173. A Peek at the Future Internet

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  174. Can Skype be used beyond video calling?

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

    Professor of Data Science Antonio Liotta

  175. Content-Aware Networks

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  176. Discovering Virtual Resources

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  177. Distribution–Efficient Networks

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  178. On the Way to the Pervasive Web

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  179. Proactive Networks

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  180. Reactive Networks

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  181. Six Problems for the Service Provider

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  182. Spontaneous Networks

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  183. The Network, As We Know It

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  184. Networks for Pervasive Services

    Article • January 2011, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  185. Machine Learning Approach for Quality of Experience Aware Networks

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

    Professor of Data Science Antonio Liotta

  186. 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

  187. 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

  188. Scalable P2P Video Streaming

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

    Professor of Data Science Antonio Liotta

  189. Quality of experience management in mobile content delivery systems

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

    Professor of Data Science Antonio Liotta

  190. Online QoE prediction

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

    Professor of Data Science Antonio Liotta

  191. Preface

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

    Professor of Data Science Antonio Liotta

  192. Preface

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

    Professor of Data Science Antonio Liotta

  193. Localized Multistreams for P2P Streaming

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

    Professor of Data Science Antonio Liotta

  194. 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

  195. 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

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

    Article • January 2010, IGI Global

    Professor of Data Science Antonio Liotta

  197. An analysis of mobile signalling in converged networks

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

    Professor of Data Science Antonio Liotta

  198. 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

  199. Preface

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

    Professor of Data Science Antonio Liotta

  200. Multiple Streaming at the Network Edge

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

    Professor of Data Science Antonio Liotta

  201. Improving QoS in P2P Video Streaming

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

    Professor of Data Science Antonio Liotta

  202. Performance analysis and evaluation of P2PTV streaming behavior

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

    Professor of Data Science Antonio Liotta

  203. Overlay management for P2PTV streaming

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

    Professor of Data Science Antonio Liotta

  204. Resource trade-off in P2P streaming

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

    Professor of Data Science Antonio Liotta

  205. An Assessment of Self-Managed P2P Streaming

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

    Professor of Data Science Antonio Liotta

  206. Predicting quality of experience in multimedia streaming

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

    Professor of Data Science Antonio Liotta

  207. Streaming layered video over P2P networks

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

    Professor of Data Science Antonio Liotta

  208. QoE in Pervasive Telecommunication Systems

    Article • January 2009, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  209. 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

  210. Mesh based P2P streaming over MANETs

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

    Professor of Data Science Antonio Liotta

  211. 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

  212. Preface

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

    Professor of Data Science Antonio Liotta

  213. QoE-aware QoS management

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

    Professor of Data Science Antonio Liotta

  214. 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

  215. 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

  216. Performance Analysis of Offloading Systems in Mobile Wireless Environments

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

    Professor of Data Science Antonio Liotta

  217. Managing P2P services via the IMS

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

    Professor of Data Science Antonio Liotta

  218. 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

  219. Addressing User Expectations in Mobile Content Delivery

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

    Professor of Data Science Antonio Liotta

  220. Presence in the IP Multimedia Subsystem

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

    Professor of Data Science Antonio Liotta

  221. 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

  222. 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

  223. 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

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

    Article • January 2005, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

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

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

    Professor of Data Science Antonio Liotta

  226. Execution time prediction in DSM-based mobile grids

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

    Professor of Data Science Antonio Liotta

  227. Experimental Evaluation of the IP Multimedia Subsystem

    Article • January 2005, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  228. Distributed Monitoring: Methods, Means and Technologies

    Article • January 2005, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  229. 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

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

    Professor of Data Science Antonio Liotta

  231. Integrated Network Management VIII

    Article • January 2003, Springer Science + Business Media

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

  232. 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

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

    Professor of Data Science Antonio Liotta

  234. 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

  235. Delivering Service Adaptation with 3G Technology

    Article • January 2002, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

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

    Article • January 1999, Springer Science + Business Media

    Professor of Data Science Antonio Liotta

  237. 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

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

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor of Data Science Antonio Liotta

  239. 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

  240. Privacy in Pervasive Systems

    Article • IGI Global

    Professor of Data Science Antonio Liotta