Giuseppe Di Fatta

According to our database, Giuseppe Di Fatta authored at least 89 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Video Analytics for Volleyball: Preliminary Results and Future Prospects of the 5VREAL Project.

Andrea Rosani, Ivan Donadello, Michele Calvanese, Alessandro Torcinovich, Giuseppe Di Fatta, Marco Montali, Oswald Lanz

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

2023

Sensitivity Analysis for Feature Importance in Predicting Alzheimer's Disease.

Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Ali Varzandian, Atta Badii

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Improved Filter-Based Feature Selection Using Correlation and Clustering Techniques.

Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Atta Badii

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

2022

Inferring Pathological Metabolic Patterns in Breast Cancer Tissue from Genome-Scale Models.

Matteo N. Amaradio, Giorgio Jansen, Varun Ojha, Jole Costanza, Giuseppe Di Fatta, Giuseppe Nicosia

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Event Detection in Financial Markets.

Mohammad Shirdel, Michele Segata, Giuseppe Di Fatta, Antonio Liotta

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021

Introduction to the Special Section on Research challenges and directions of Data Mining in Edge Computing systems (VSI-dmec).

Claudio Savaglio, Teemu Leppänen, Giuseppe Di Fatta

Comput. Electr. Eng., 2021

Multivariate LSTM for Stock Market Volatility Prediction.

Osama Assaf, Giuseppe Di Fatta, Giuseppe Nicosia

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

2020

The IEEE ICDM 2020 Workshops.

Giuseppe Di Fatta, Victor S. Sheng, Alfredo Cuzzocrea

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Pareto Multi-task Deep Learning.

Salvatore Danilo Riccio, Deyan Dyankov, Giorgio Jansen, Giuseppe Di Fatta, Giuseppe Nicosia

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019

Association Rules and Frequent Patterns.

Giuseppe Di Fatta

Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Simplex basis function based sparse least squares support vector regression.

Xia Hong, Richard J. Mitchell, Giuseppe Di Fatta

Neurocomputing, 2019

Understanding Customer Satisfaction With Services by Leveraging Big Data: The Role of Services Attributes and Consumers' Cultural Background.

Marcello M. Mariani, Giuseppe Di Fatta, Marco Di Felice

IEEE Access, 2019

Multi-task Learning by Pareto Optimality.

Deyan Dyankov, Salvatore Danilo Riccio, Giuseppe Di Fatta, Giuseppe Nicosia

Proceedings of the Machine Learning, Optimization, and Data Science, 2019

IoT Services Deployment over Edge vs Cloud Systems: a Simulation-based Analysis.

Claudio Savaglio, Giuseppe Campisano, Giuseppe Di Fatta, Giancarlo Fortino

Proceedings of the IEEE INFOCOM 2019, 2019

An Adaptive Restart Mechanism for Continuous Epidemic Systems.

Mosab M. Ayiad, Giuseppe Di Fatta

Proceedings of the Internet and Distributed Computing Systems, 2019

A Rule Induction Approach to Forecasting Critical Alarms in a Telecommunication Network.

Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Bi-gradient Verification for Grad-CAM Towards Accurate Visual Explanation for Remote Sensing Images.

Wei Song, Shuyuan Dai, Jian Wang, Dongmei Huang, Antonio Liotta, Giuseppe Di Fatta

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

The Distributed p-Median Problem in Computer Networks.

Anas AlDabbagh, Giuseppe Di Fatta, Antonio Liotta

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

Data Mining at the IoT Edge.

Claudio Savaglio, Pietro Gerace, Giuseppe Di Fatta, Giancarlo Fortino

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

2018

Epidemic failure detection and consensus for extreme parallelism.

Amogh Katti, Giuseppe Di Fatta, Thomas J. Naughton, Christian Engelmann

Int. J. High Perform. Comput. Appl., 2018

Sparse least squares support vector regression for nonstationary systems.

Xia Hong, Giuseppe Di Fatta, Hao Chen, Senlin Wang

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Developing Agent-Based Smart Objects for IoT Edge Computing: Mobile Crowdsensing Use Case.

Teemu Leppänen, Claudio Savaglio, Lauri Lovén, Wilma Russo, Giuseppe Di Fatta, Jukka Riekki, Giancarlo Fortino

Proceedings of the Internet and Distributed Computing Systems, 2018

Fast Retrieval of Weather Analogues in a Multi-petabytes Archive Using Wavelet-Based Fingerprints.

Baudouin Raoult, Giuseppe Di Fatta, Florian Pappenberger, Bryan Lawrence

Proceedings of the Computational Science - ICCS 2018, 2018

Explainable Sentiment Analysis with Applications in Medicine.

Chiara Zucco, Huizhi Liang, Giuseppe Di Fatta, Mario Cannataro

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

On the use of mining techniques to analyse human papilloma virus dataset.

Domenico Mirarchi, Patrizia Vizza, Giuseppe Tradigo, Giuseppe Di Fatta, Pierangelo Veltri

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Engineering future interoperable and open IoT systems.

Giancarlo Fortino, Giuseppe Di Fatta, Sergio F. Ochoa, Carlos Enrique Palau

J. Netw. Comput. Appl., 2017

On expressiveness and uncertainty awareness in rule-based classification for data streams.

Thien Le, Frederic T. Stahl, Mohamed Medhat Gaber, João Bártolo Gomes, Giuseppe Di Fatta

Neurocomputing, 2017

Robust and efficient membership management in large-scale dynamic networks.

Pasu Poonpakdee, Giuseppe Di Fatta

Future Gener. Comput. Syst., 2017

Cyber-physical systems, internet of things and big data.

Sergio F. Ochoa, Giancarlo Fortino, Giuseppe Di Fatta

Future Gener. Comput. Syst., 2017

Robust Epidemic Aggregation Under Churn.

Mosab M. Ayiad, Giuseppe Di Fatta

Proceedings of the Internet and Distributed Computing Systems, 2017

Agreement in Epidemic Data Aggregation.

Mosab M. Ayiad, Giuseppe Di Fatta

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Efficient Parallel K-Means on MapReduce Using Triangle Inequality.

Sami Al Ghamdi, Giuseppe Di Fatta

Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

2016

A Method of Rule Induction for Predicting and Describing Future Alarms in a Telecommunication Network.

Chris Wrench, Frederic T. Stahl, Thien Le, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck

Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016

Agreement in Epidemic Information Dissemination.

Mosab M. Ayiad, Amogh Katti, Giuseppe Di Fatta

Proceedings of the Internet and Distributed Computing Systems, 2016

2015

Big Social Data and Political Sentiment: The Tweet Stream during the UK General Election 2015 Campaign.

Giuseppe Di Fatta, J. James Reade, Sylvia Jaworska, Anupam Nanda

Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

Towards Expressive Rule Induction on IP Network Event Streams.

Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck

Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

Scalable and Fault Tolerant Failure Detection and Consensus.

Amogh Katti, Giuseppe Di Fatta, Thomas J. Naughton, Christian Engelmann

Proceedings of the 22nd European MPI Users' Group Meeting, 2015

Connectivity Recovery in Epidemic Membership Protocols.

Pasu Poonpakdee, Giuseppe Di Fatta

Proceedings of the Internet and Distributed Computing Systems, 2015

Epidemic Fault Tolerance for Extreme-Scale Parallel Computing.

Amogh Katti, Giuseppe Di Fatta

Proceedings of the Internet and Distributed Computing Systems, 2015

Optimisation Techniques for Parallel K-Means on MapReduce.

Sami Al Ghamdi, Giuseppe Di Fatta, Frederic T. Stahl

Proceedings of the Internet and Distributed Computing Systems, 2015

An LDA and probability-based classifier for the diagnosis of Alzheimer's Disease from structural MRI.

Alexander Luke Spedding, Giuseppe Di Fatta, James Douglas Saddy

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

A Genetic Algorithm for the selection of structural MRI features for classification of Mild Cognitive Impairment and Alzheimer's Disease.

Alexander Luke Spedding, Giuseppe Di Fatta, Mario Cannataro

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

Cloud-assisted body area networks: state-of-the-art and future challenges.

Giancarlo Fortino, Giuseppe Di Fatta, Mukaddim Pathan, Athanasios V. Vasilakos

Wirel. Networks, 2014

Data Mining for Monitoring and Managing Systems and Networks.

Antonio Liotta, Giuseppe Di Fatta

J. Netw. Syst. Manag., 2014

The BioDICE Taverna plugin for clustering and visualization of biological data: a workflow for molecular compounds exploration.

Antonino Fiannaca, Massimo La Rosa, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso

J. Cheminformatics, 2014

BodyCloud: A SaaS approach for community Body Sensor Networks.

Giancarlo Fortino, Daniele Parisi, Vincenzo Pirrone, Giuseppe Di Fatta

Future Gener. Comput. Syst., 2014

Towards a Parallel Computationally Efficient Approach to Scaling Up Data Stream Classification.

Mark Tennant, Frederic T. Stahl, Giuseppe Di Fatta, João Bártolo Gomes

Proceedings of the Research and Development in Intelligent Systems XXXI, 2014

Computationally Efficient Rule-Based Classification for Continuous Streaming Data.

Thien Le, Frederic T. Stahl, João Bártolo Gomes, Mohamed Medhat Gaber, Giuseppe Di Fatta

Proceedings of the Research and Development in Intelligent Systems XXXI, 2014

Expansion Quality of Epidemic Protocols.

Pasu Poonpakdee, Giuseppe Di Fatta

Proceedings of the Intelligent Distributed Computing VIII, 2014

Expander Graph Quality Optimisation in Randomised Communication.

Pasu Poonpakdee, Giuseppe Di Fatta

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

K-Surfer: A KNIME Extension for the Management and Analysis of Human Brain MRI FreeSurfer/FSL Data.

Alessia Sarica, Giuseppe Di Fatta, Mario Cannataro

Proceedings of the Brain Informatics and Health - International Conference, 2014

2013

Skilloscopy: Bayesian Modeling of Decision Makers' Skill.

Giuseppe Di Fatta, Guy Haworth

IEEE Trans. Syst. Man Cybern. Syst., 2013

Simulated annealing technique for fast learning of SOM networks.

Antonino Fiannaca, Giuseppe Di Fatta, Riccardo Rizzo, Alfonso Urso, Salvatore Gaglio

Neural Comput. Appl., 2013

Fault tolerant decentralised <i>K</i>-Means clustering for asynchronous large-scale networks.

Giuseppe Di Fatta, Francesco Blasa, Simone Cafiero, Giancarlo Fortino

J. Parallel Distributed Comput., 2013

Non-uniform data distribution for communication-efficient parallel clustering.

Tabitha Goodall, David Pettinger, Giuseppe Di Fatta

J. Comput. Sci., 2013

Dynamic group communication for large-scale parallel data mining.

Amogh Katti, Giuseppe Di Fatta

Concurr. Eng. Res. Appl., 2013

Non-Euclidean Internet Coordinates Embedding.

Alexander Allan, Ross Humphrey, Giuseppe Di Fatta

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Convergence Detection in Epidemic Aggregation.

Pasu Poonpakdee, Neriman Gamze Orhon, Giuseppe Di Fatta

Proceedings of the Euro-Par 2013: Parallel Processing Workshops, 2013

Engineering Large-Scale Body Area Networks Applications.

Giancarlo Fortino, Raffaele Gravina, Antonio Guerrieri, Giuseppe Di Fatta

Proceedings of the 8th International Conference on Body Area Networks, 2013

2012

Efficient Group Communication for Large-Scale Parallel Clustering.

David Pettinger, Giuseppe Di Fatta

Proceedings of the Intelligent Distributed Computing VI - Proceedings of the 6th International Symposium on Intelligent Distributed Computing, 2012

BodyCloud: Integration of Cloud Computing and body sensor networks.

Giancarlo Fortino, Mukaddim Pathan, Giuseppe Di Fatta

Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

2011

Epidemic K-Means Clustering.

Giuseppe Di Fatta, Francesco Blasa, Simone Cafiero, Giancarlo Fortino

Proceedings of the Data Mining Workshops (ICDMW), 2011

2010

Space Partitioning for Scalable K-Means.

David Pettinger, Giuseppe Di Fatta

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

High Performance Networks.

José Flich, Alfonso Urso, Ulrich Brüning, Giuseppe Di Fatta

Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

Dynamic Load Balancing in Parallel KD-Tree k-Means.

Giuseppe Di Fatta, David Pettinger

Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009

Skill rating by Bayesian inference.

Giuseppe Di Fatta, G. McC. Haworth, Kenneth W. Regan

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

Performance and Prediction: Bayesian Modelling of Fallible Choice in Chess.

Guy Haworth, Kenneth W. Regan, Giuseppe Di Fatta

Proceedings of the Advances in Computer Games, 12th International Conference, 2009

2008

Clustering Quality and Topology Preservation in Fast Learning SOMs.

Antonino Fiannaca, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso

Proceedings of the Artificial Neural Networks, 2008

A New Linear Initialization in SOM for Biomolecular Data.

Antonino Fiannaca, Giuseppe Di Fatta, Alfonso Urso, Riccardo Rizzo, Salvatore Gaglio

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2008

2007

Decentralized load balancing for highly irregular search problems.

Giuseppe Di Fatta, Michael R. Berthold

Microprocess. Microsystems, 2007

A customizable multi-agent system for distributed data mining.

Giuseppe Di Fatta, Giancarlo Fortino

Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Fast Training of Self Organizing Maps for the Visual Exploration of Molecular Compounds.

Antonino Fiannaca, Giuseppe Di Fatta, Riccardo Rizzo, Alfonso Urso, Salvatore Gaglio

Proceedings of the International Joint Conference on Neural Networks, 2007

Soft Topographic Map for Clustering and Classification of Bacteria.

Massimo La Rosa, Giuseppe Di Fatta, Salvatore Gaglio, Giovanni M. Giammanco, Riccardo Rizzo, Alfonso Urso

Proceedings of the Advances in Intelligent Data Analysis VII, 2007

Improved SOM Learning Using Simulated Annealing.

Antonino Fiannaca, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso

Proceedings of the Artificial Neural Networks, 2007

2006

Dynamic Load Balancing for the Distributed Mining of Molecular Structures.

Giuseppe Di Fatta, Michael R. Berthold

IEEE Trans. Parallel Distributed Syst., 2006

Discriminative pattern mining in software fault detection.

Giuseppe Di Fatta, Stefan Leue, Evghenia Stegantova

Proceedings of the Third International Workshop on Software Quality Assurance, 2006

Context-Aware Visual Exploration of Molecular Datab.

Giuseppe Di Fatta, Antonino Fiannaca, Riccardo Rizzo, Alfonso Urso, Michael R. Berthold, Salvatore Gaglio

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

Efficient Mining of Discriminative Molecular Fragments.

Giuseppe Di Fatta, Michael R. Berthold

Proceedings of the International Conference on Parallel and Distributed Computing Systems, 2005

High Performance Subgraph Mining in Molecular Compounds.

Giuseppe Di Fatta, Michael R. Berthold

Proceedings of the High Performance Computing and Communications, 2005

2003

Active solutions in computer networking.

Giuseppe Di Fatta

PhD thesis, 2003

A genetic algorithm for the design of a fuzzy controller for active queue management.

Giuseppe Di Fatta, Frank Hoffmann, Giuseppe Lo Re, Alfonso Urso

IEEE Trans. Syst. Man Cybern. Part C, 2003

Parallel Genetic Algorithms for the Tuning of a Fuzzy AQM Controller.

Giuseppe Di Fatta, Giuseppe Lo Re, Alfonso Urso

Proceedings of the Computational Science and Its Applications, 2003

Distributed Intelligent Management of Active Networks.

Giuseppe Di Fatta, Salvatore Gaglio, Giuseppe Lo Presti, Giuseppe Lo Re, I. Selvaggio

Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

2002

A Management Architecture for Active Networks.

A. Barone, P. Chirco, Giuseppe Di Fatta, Giuseppe Lo Re

Proceedings of the 4th Annual International Workshop on Active Middleware Services (AMS 2002), 2002

A Fuzzy Approach for the Network Congestion Problem.

Giuseppe Di Fatta, Giuseppe Lo Re, Alfonso Urso

Proceedings of the Computational Science - ICCS 2002, 2002

2001

Learning to reason about data: The spring school on intelligent data analysis.

Rosaria Silipo, Giuseppe Di Fatta

Intell. Data Anal., 2001

2000

A Reconfigurable Neural Environment on Active Networks.

Antonio Chella, D. Guarino, Giuseppe Di Fatta, G. Favarò, Giuseppe Lo Re

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Interference and Communications among Active Network Applications.

Luca Delgrossi, Giuseppe Di Fatta, Domenico Ferrari, Giuseppe Lo Re

Proceedings of the Active Networks, First International Working Conference, 1999

1998

Transmission Protocols Processing in a Resource Reservation Environment.

Giuseppe Di Fatta, Giuseppe Lo Re, Carmelo Lodato, Salvatore Lopes

Proceedings of the EUROMEDIA 1998 featuring WEBTEC-MEDIATEC-COMTEC-APTEC, 1998