Giuseppe Di Fatta

110 papers B 5C 8Misc 4Journal 29Unranked 55

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Balance-Addressing class imbalance in fine-tuning deep learners. Sci. Comput. Program. Moritz Mock, Thomas Borsani, Giuseppe Di Fatta, Barbara Russo
2026	J	`jnl`	High-quality data augmentation for code comment classification. CoRR Thomas Borsani, Andrea Rosani, Giuseppe Di Fatta
2025	—	`conf`	Blockchain Epidemic Consensus for Large-Scale Networks. BCCA Siamak Abdi, Giuseppe Di Fatta, Atta Badii, Giancarlo Fortino
2025	J	`jnl`	Blockchain Epidemic Consensus for Large-Scale Networks. CoRR Siamak Abdi, Giuseppe Di Fatta, Atta Badii, Giancarlo Fortino
2025	J	`jnl`	Fully Decentralised Consensus for Extreme-scale Blockchain. CoRR Siamak Abdi, Giuseppe Di Fatta, Atta Badii, Giancarlo Fortino
2025	J	`jnl`	Gradient Similarity Surgery in Multi-Task Deep Learning. CoRR Thomas Borsani, Andrea Rosani, Giuseppe Nicosia, Giuseppe Di Fatta
2025	—	`conf`	Gradient Similarity Surgery in Multi-task Deep Learning. ECML/PKDD (8) Thomas Borsani, Andrea Rosani, Giuseppe Nicosia, Giuseppe Di Fatta
2025	J	`jnl`	On the Koopman-Based Generalization Bounds for Multi-Task Deep Learning. CoRR Mahdi Mohammadigohari, Giuseppe Di Fatta, Giuseppe Nicosia, Panos M. Pardalos
2025	J	`jnl`	Operator-Based Generalization Bound for Deep Learning: Insights on Multi-Task Learning. CoRR Mahdi Mohammadigohari, Giuseppe Di Fatta, Giuseppe Nicosia, Panos M. Pardalos
2025	—	`conf`	Optimizing Deep Learning Models to Address Class Imbalance in Code Comment Classification. NLBSE@ICSE Moritz Mock, Thomas Borsani, Giuseppe Di Fatta, Barbara Russo
2025	J	`jnl`	Optimizing Deep Learning Models to Address Class Imbalance in Code Comment Classification. CoRR Moritz Mock, Thomas Borsani, Giuseppe Di Fatta, Barbara Russo
2024	—	`conf`	Transfer Learning for the Cognitive Staging Prediction in Alzheimer's Disease. LOD (3) Akhila Atmakuru, Atta Badii, Giuseppe Di Fatta
2024	—	`conf`	Video Analytics for Volleyball: Preliminary Results and Future Prospects of the 5VREAL Project. Ital-IA Andrea Rosani, Ivan Donadello, Michele Calvanese, Alessandro Torcinovich, Giuseppe Di Fatta, Marco Montali, Oswald Lanz
2023	—	`conf`	Improved Filter-Based Feature Selection Using Correlation and Clustering Techniques. LOD (1) Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Atta Badii
2023	—	`ed.`	Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part I LOD (1) Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos M. Pardalos, Giuseppe Di Fatta, Giovanni Giuffrida, Renato Umeton
2023	—	`ed.`	Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part II LOD (2) Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos M. Pardalos, Giuseppe Di Fatta, Giovanni Giuffrida, Renato Umeton
2023	—	`conf`	Sensitivity Analysis for Feature Importance in Predicting Alzheimer's Disease. LOD (2) Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Ali Varzandian, Atta Badii
2022	—	`conf`	Event Detection in Financial Markets. DASC/PiCom/CBDCom/CyberSciTech Mohammad Shirdel, Michele Segata, Giuseppe Di Fatta, Antonio Liotta
2022	—	`conf`	Inferring Pathological Metabolic Patterns in Breast Cancer Tissue from Genome-Scale Models. LOD (1) Matteo N. Amaradio, Giorgio Jansen, Varun Ojha, Jole Costanza, Giuseppe Di Fatta, Giuseppe Nicosia
2021	J	`jnl`	Introduction to the Special Section on Research challenges and directions of Data Mining in Edge Computing systems (VSI-dmec). Comput. Electr. Eng. Claudio Savaglio, Teemu Leppänen, Giuseppe Di Fatta
2021	—	`conf`	Multivariate LSTM for Stock Market Volatility Prediction. LOD Osama Assaf, Giuseppe Di Fatta, Giuseppe Nicosia
2020	—	`ed.`	20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020 ICDM (Workshops) Giuseppe Di Fatta, Victor S. Sheng, Alfredo Cuzzocrea, Carlo Zaniolo, Xindong Wu
2020	—	`conf`	Pareto Multi-task Deep Learning. ICANN (2) Salvatore Danilo Riccio, Deyan Dyankov, Giorgio Jansen, Giuseppe Di Fatta, Giuseppe Nicosia
2020	—	`conf`	The IEEE ICDM 2020 Workshops. ICDM (Workshops) Giuseppe Di Fatta, Victor S. Sheng, Alfredo Cuzzocrea
2019	—	`conf`	A Rule Induction Approach to Forecasting Critical Alarms in a Telecommunication Network. ICDM Workshops Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
2019	—	`conf`	An Adaptive Restart Mechanism for Continuous Epidemic Systems. IDCS Mosab M. Ayiad, Giuseppe Di Fatta
2019	—	`ch.`	Association Rules and Frequent Patterns. Encyclopedia of Bioinformatics and Computational Biology (1) Giuseppe Di Fatta
2019	—	`conf`	Bi-gradient Verification for Grad-CAM Towards Accurate Visual Explanation for Remote Sensing Images. ICDM Workshops Wei Song, Shuyuan Dai, Jian Wang, Dongmei Huang, Antonio Liotta, Giuseppe Di Fatta
2019	B	`conf`	Data Mining at the IoT Edge. ICCCN Claudio Savaglio, Pietro Gerace, Giuseppe Di Fatta, Giancarlo Fortino
2019	—	`conf`	IoT Services Deployment over Edge vs Cloud Systems: a Simulation-based Analysis. INFOCOM Workshops Claudio Savaglio, Giuseppe Campisano, Giuseppe Di Fatta, Giancarlo Fortino
2019	—	`conf`	Multi-task Learning by Pareto Optimality. LOD Deyan Dyankov, Salvatore Danilo Riccio, Giuseppe Di Fatta, Giuseppe Nicosia
2019	J	`jnl`	Simplex basis function based sparse least squares support vector regression. Neurocomputing Xia Hong, Richard J. Mitchell, Giuseppe Di Fatta
2019	—	`conf`	The Distributed p-Median Problem in Computer Networks. ICCSA (6) Anas AlDabbagh, Giuseppe Di Fatta, Antonio Liotta
2019	J	`jnl`	Understanding Customer Satisfaction With Services by Leveraging Big Data: The Role of Services Attributes and Consumers' Cultural Background. IEEE Access Marcello M. Mariani, Giuseppe Di Fatta, Marco Di Felice
2018	—	`conf`	Developing Agent-Based Smart Objects for IoT Edge Computing: Mobile Crowdsensing Use Case. IDCS Teemu Leppänen, Claudio Savaglio, Lauri Lovén, Wilma Russo, Giuseppe Di Fatta, Jukka Riekki, Giancarlo Fortino
2018	J	`jnl`	Epidemic failure detection and consensus for extreme parallelism. Int. J. High Perform. Comput. Appl. Amogh Katti, Giuseppe Di Fatta, Thomas J. Naughton, Christian Engelmann
2018	—	`conf`	Explainable Sentiment Analysis with Applications in Medicine. BIBM Chiara Zucco, Huizhi Liang, Giuseppe Di Fatta, Mario Cannataro
2018	—	`conf`	Fast Retrieval of Weather Analogues in a Multi-petabytes Archive Using Wavelet-Based Fingerprints. ICCS (2) Baudouin Raoult, Giuseppe Di Fatta, Florian Pappenberger, Bryan Lawrence
2018	—	`ed.`	Internet and Distributed Computing Systems - 10th International Conference, IDCS 2017, Mana Island, Fiji, December 11-13, 2017, Proceedings IDCS Giancarlo Fortino, A. B. M. Shawkat Ali, Mukaddim Pathan, Antonio Guerrieri, Giuseppe Di Fatta
2018	—	`conf`	On the use of mining techniques to analyse human papilloma virus dataset. BIBM Domenico Mirarchi, Patrizia Vizza, Giuseppe Tradigo, Giuseppe Di Fatta, Pierangelo Veltri
2018	B	`conf`	Sparse least squares support vector regression for nonstationary systems. IJCNN Xia Hong, Giuseppe Di Fatta, Hao Chen, Senlin Wang
2017	B	`conf`	Agreement in Epidemic Data Aggregation. ICPADS Mosab M. Ayiad, Giuseppe Di Fatta
2017	J	`jnl`	Cyber-physical systems, internet of things and big data. Future Gener. Comput. Syst. Sergio F. Ochoa, Giancarlo Fortino, Giuseppe Di Fatta
2017	—	`conf`	Efficient Parallel K-Means on MapReduce Using Triangle Inequality. DASC/PiCom/DataCom/CyberSciTech Sami A. Al Ghamdi, Giuseppe Di Fatta
2017	J	`jnl`	Engineering future interoperable and open IoT systems. J. Netw. Comput. Appl. Giancarlo Fortino, Giuseppe Di Fatta, Sergio F. Ochoa, Carlos Enrique Palau
2017	J	`jnl`	On expressiveness and uncertainty awareness in rule-based classification for data streams. Neurocomputing Thien Le, Frederic T. Stahl, Mohamed Medhat Gaber, João Bártolo Gomes, Giuseppe Di Fatta
2017	—	`conf`	Robust Epidemic Aggregation Under Churn. IDCS Mosab M. Ayiad, Giuseppe Di Fatta
2017	J	`jnl`	Robust and efficient membership management in large-scale dynamic networks. Future Gener. Comput. Syst. Pasu Poonpakdee, Giuseppe Di Fatta
2016	—	`conf`	A Method of Rule Induction for Predicting and Describing Future Alarms in a Telecommunication Network. SGAI Conf. Chris Wrench, Frederic T. Stahl, Thien Le, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
2016	—	`conf`	Agreement in Epidemic Information Dissemination. IDCS Mosab M. Ayiad, Amogh Katti, Giuseppe Di Fatta
2016	—	`ed.`	Internet and Distributed Computing Systems - 9th International Conference, IDCS 2016, Wuhan, China, September 28-30, 2016, Proceedings IDCS Wenfeng Li, Shawkat Ali, Gabriël Lodewijks, Giancarlo Fortino, Giuseppe Di Fatta, Zhouping Yin, Mukaddim Pathan, Antonio Guerrieri, Qiang Wang
2015	—	`conf`	A Genetic Algorithm for the selection of structural MRI features for classification of Mild Cognitive Impairment and Alzheimer's Disease. BIBM Alexander Luke Spedding, Giuseppe Di Fatta, Mario Cannataro
2015	—	`conf`	An LDA and probability-based classifier for the diagnosis of Alzheimer's Disease from structural MRI. BIBM Alexander Luke Spedding, Giuseppe Di Fatta, James Douglas Saddy
2015	—	`conf`	Big Social Data and Political Sentiment: The Tweet Stream during the UK General Election 2015 Campaign. SmartCity Giuseppe Di Fatta, J. James Reade, Sylvia Jaworska, Anupam Nanda
2015	—	`conf`	Connectivity Recovery in Epidemic Membership Protocols. IDCS Pasu Poonpakdee, Giuseppe Di Fatta
2015	—	`conf`	Epidemic Fault Tolerance for Extreme-Scale Parallel Computing. IDCS Amogh Katti, Giuseppe Di Fatta
2015	—	`ed.`	Internet and Distributed Computing Systems - 8th International Conference, IDCS 2015, Windsor, UK, September 2-4, 2015. Proceedings IDCS Giuseppe Di Fatta, Giancarlo Fortino, Wenfeng Li, Mukaddim Pathan, Frederic T. Stahl, Antonio Guerrieri
2015	—	`conf`	Optimisation Techniques for Parallel K-Means on MapReduce. IDCS Sami A. Al Ghamdi, Giuseppe Di Fatta, Frederic T. Stahl
2015	C	`conf`	Scalable and Fault Tolerant Failure Detection and Consensus. EuroMPI Amogh Katti, Giuseppe Di Fatta, Thomas J. Naughton, Christian Engelmann
2015	—	`conf`	Towards Expressive Rule Induction on IP Network Event Streams. SGAI Conf. Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
2014	J	`jnl`	BodyCloud: A SaaS approach for community Body Sensor Networks. Future Gener. Comput. Syst. Giancarlo Fortino, Daniele Parisi, Vincenzo Pirrone, Giuseppe Di Fatta
2014	J	`jnl`	Cloud-assisted body area networks: state-of-the-art and future challenges. Wirel. Networks Giancarlo Fortino, Giuseppe Di Fatta, Mukaddim Pathan, Athanasios V. Vasilakos
2014	—	`conf`	Computationally Efficient Rule-Based Classification for Continuous Streaming Data. SGAI Conf. Thien Le, Frederic T. Stahl, João Bártolo Gomes, Mohamed Medhat Gaber, Giuseppe Di Fatta
2014	J	`jnl`	Data Mining for Monitoring and Managing Systems and Networks. J. Netw. Syst. Manag. Antonio Liotta, Giuseppe Di Fatta
2014	—	`conf`	Expander Graph Quality Optimisation in Randomised Communication. ICDM Workshops Pasu Poonpakdee, Giuseppe Di Fatta
2014	Misc	`conf`	Expansion Quality of Epidemic Protocols. IDC Pasu Poonpakdee, Giuseppe Di Fatta
2014	—	`ed.`	Internet and Distributed Computing Systems - 7th International Conference, IDCS 2014, Calabria, Italy, September 22-24, 2014. Proceedings IDCS Giancarlo Fortino, Giuseppe Di Fatta, Wenfeng Li, Sergio F. Ochoa, Alfredo Cuzzocrea, Mukaddim Pathan
2014	—	`conf`	K-Surfer: A KNIME Extension for the Management and Analysis of Human Brain MRI FreeSurfer/FSL Data. Brain Informatics and Health Alessia Sarica, Giuseppe Di Fatta, Mario Cannataro
2014	J	`jnl`	The BioDICE Taverna plugin for clustering and visualization of biological data: a workflow for molecular compounds exploration. J. Cheminformatics Antonino Fiannaca, Massimo La Rosa, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso
2014	—	`conf`	Towards a Parallel Computationally Efficient Approach to Scaling Up Data Stream Classification. SGAI Conf. Mark Tennant, Frederic T. Stahl, Giuseppe Di Fatta, João Bártolo Gomes
2013	—	`conf`	Convergence Detection in Epidemic Aggregation. Euro-Par Workshops Pasu Poonpakdee, Neriman Gamze Orhon, Giuseppe Di Fatta
2013	J	`jnl`	Dynamic group communication for large-scale parallel data mining. Concurr. Eng. Res. Appl. Amogh Katti, Giuseppe Di Fatta
2013	—	`conf`	Engineering Large-Scale Body Area Networks Applications. BODYNETS Giancarlo Fortino, Raffaele Gravina, Antonio Guerrieri, Giuseppe Di Fatta
2013	J	`jnl`	Fault tolerant decentralised J. Parallel Distributed Comput. Giuseppe Di Fatta, Francesco Blasa, Simone Cafiero, Giancarlo Fortino
2013	—	`conf`	Non-Euclidean Internet Coordinates Embedding. ICDM Workshops Alexander Allan, Ross Humphrey, Giuseppe Di Fatta
2013	J	`jnl`	Non-uniform data distribution for communication-efficient parallel clustering. J. Comput. Sci. Tabitha Goodall, David Pettinger, Giuseppe Di Fatta
2013	J	`jnl`	Simulated annealing technique for fast learning of SOM networks. Neural Comput. Appl. Antonino Fiannaca, Giuseppe Di Fatta, Riccardo Rizzo, Alfonso Urso, Salvatore Gaglio
2013	J	`jnl`	Skilloscopy: Bayesian Modeling of Decision Makers' Skill. IEEE Trans. Syst. Man Cybern. Syst. Giuseppe Di Fatta, Guy Haworth
2012	C	`conf`	BodyCloud: Integration of Cloud Computing and body sensor networks. CloudCom Giancarlo Fortino, Mukaddim Pathan, Giuseppe Di Fatta
2012	Misc	`conf`	Efficient Group Communication for Large-Scale Parallel Clustering. IDC David Pettinger, Giuseppe Di Fatta
2011	—	`conf`	Epidemic K-Means Clustering. ICDM Workshops Giuseppe Di Fatta, Francesco Blasa, Simone Cafiero, Giancarlo Fortino
2010	C	`conf`	Dynamic Load Balancing in Parallel KD-Tree k-Means. CIT Giuseppe Di Fatta, David Pettinger
2010	—	`conf`	High Performance Networks. Euro-Par (2) José Flich, Alfonso Urso, Ulrich Brüning, Giuseppe Di Fatta
2010	C	`conf`	Space Partitioning for Scalable K-Means. ICMLA David Pettinger, Giuseppe Di Fatta
2009	—	`conf`	Performance and Prediction: Bayesian Modelling of Fallible Choice in Chess. ACG Guy Haworth, Kenneth W. Regan, Giuseppe Di Fatta
2009	C	`conf`	Skill rating by Bayesian inference. CIDM Giuseppe Di Fatta, G. McC. Haworth, Kenneth W. Regan
2008	—	`conf`	A New Linear Initialization in SOM for Biomolecular Data. CIBB Antonino Fiannaca, Giuseppe Di Fatta, Alfonso Urso, Riccardo Rizzo, Salvatore Gaglio
2008	—	`conf`	Clustering Quality and Topology Preservation in Fast Learning SOMs. ICANN (1) Antonino Fiannaca, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso
2007	Misc	`conf`	A customizable multi-agent system for distributed data mining. SAC Giuseppe Di Fatta, Giancarlo Fortino
2007	J	`jnl`	Decentralized load balancing for highly irregular search problems. Microprocess. Microsystems Giuseppe Di Fatta, Michael R. Berthold
2007	B	`conf`	Fast Training of Self Organizing Maps for the Visual Exploration of Molecular Compounds. IJCNN Antonino Fiannaca, Giuseppe Di Fatta, Riccardo Rizzo, Alfonso Urso, Salvatore Gaglio
2007	—	`conf`	Improved SOM Learning Using Simulated Annealing. ICANN (1) Antonino Fiannaca, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso
2007	B	`conf`	Soft Topographic Map for Clustering and Classification of Bacteria. IDA Massimo La Rosa, Giuseppe Di Fatta, Salvatore Gaglio, Giovanni M. Giammanco, Riccardo Rizzo, Alfonso Urso
2006	C	`conf`	A Customizable Multi-Agent System for Distributed Data Mining. EUMAS Giancarlo Fortino, Giuseppe Di Fatta
2006	—	`conf`	Context-Aware Visual Exploration of Molecular Datab. ICDM Workshops Giuseppe Di Fatta, Antonino Fiannaca, Riccardo Rizzo, Alfonso Urso, Michael R. Berthold, Salvatore Gaglio
2006	C	`conf`	Decentralized Load Balancing for Highly Irregular Search Problems. ISCC Giuseppe Di Fatta, Michael R. Berthold
2006	—	`conf`	Discriminative pattern mining in software fault detection. SOQUA Giuseppe Di Fatta, Stefan Leue, Evghenia Stegantova
2006	J	`jnl`	Dynamic Load Balancing for the Distributed Mining of Molecular Structures. IEEE Trans. Parallel Distributed Syst. Giuseppe Di Fatta, Michael R. Berthold
2005	—	`conf`	Efficient Mining of Discriminative Molecular Fragments. IASTED PDCS Giuseppe Di Fatta, Michael R. Berthold
2005	C	`conf`	High Performance Subgraph Mining in Molecular Compounds. HPCC Giuseppe Di Fatta, Michael R. Berthold
2003	J	`jnl`	A genetic algorithm for the design of a fuzzy controller for active queue management. IEEE Trans. Syst. Man Cybern. Part C Giuseppe Di Fatta, Frank Hoffmann, Giuseppe Lo Re, Alfonso Urso
2003	—	`—`	Active solutions in computer networking. Giuseppe Di Fatta
2003	—	`conf`	Distributed Intelligent Management of Active Networks. AI*IA Giuseppe Di Fatta, Salvatore Gaglio, Giuseppe Lo Presti, Giuseppe Lo Re, I. Selvaggio
2003	—	`conf`	Parallel Genetic Algorithms for the Tuning of a Fuzzy AQM Controller. ICCSA (1) Giuseppe Di Fatta, Giuseppe Lo Re, Alfonso Urso
2002	Misc	`conf`	A Fuzzy Approach for the Network Congestion Problem. International Conference on Computational Science (1) Giuseppe Di Fatta, Giuseppe Lo Re, Alfonso Urso
2002	—	`conf`	A Management Architecture for Active Networks. Active Middleware Services A. Barone, P. Chirco, Giuseppe Di Fatta, Giuseppe Lo Re
2001	J	`jnl`	Learning to reason about data: The spring school on intelligent data analysis. Intell. Data Anal. Rosaria Silipo, Giuseppe Di Fatta
2000	—	`conf`	A Reconfigurable Neural Environment on Active Networks. IJCNN (6) Antonio Chella, D. Guarino, Giuseppe Di Fatta, G. Favarò, Giuseppe Lo Re
1999	—	`conf`	Interference and Communications among Active Network Applications. IWAN Luca Delgrossi, Giuseppe Di Fatta, Domenico Ferrari, Giuseppe Lo Re
1998	—	`conf`	Transmission Protocols Processing in a Resource Reservation Environment. EUROMEDIA Giuseppe Di Fatta, Giuseppe Lo Re, Carmelo Lodato, Salvatore Lopes