Giuseppe Di Fatta

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 32

Top Topics

Pareto Optimality

Triangle Inequality

Computationally Efficient

Top Venues

Future Gener. Comput. Syst.

Publications

Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Ali Varzandian, Atta Badii
Sensitivity Analysis for Feature Importance in Predicting Alzheimer's Disease. LOD (2) (2023)
Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Atta Badii
Improved Filter-Based Feature Selection Using Correlation and Clustering Techniques. LOD (1) (2023)
Matteo N. Amaradio, Giorgio Jansen, Varun Ojha, Jole Costanza, Giuseppe Di Fatta, Giuseppe Nicosia
Inferring Pathological Metabolic Patterns in Breast Cancer Tissue from Genome-Scale Models. LOD (1) (2022)
Mohammad Shirdel, Michele Segata, Giuseppe Di Fatta, Antonio Liotta
Event Detection in Financial Markets. DASC/PiCom/CBDCom/CyberSciTech (2022)
Osama Assaf, Giuseppe Di Fatta, Giuseppe Nicosia
Multivariate LSTM for Stock Market Volatility Prediction. LOD (2021)
Claudio Savaglio, Teemu Leppänen, Giuseppe Di Fatta
Introduction to the Special Section on Research challenges and directions of Data Mining in Edge Computing systems (VSI-dmec). Comput. Electr. Eng. 96 (Part) (2021)
Giuseppe Di Fatta, Victor S. Sheng, Alfredo Cuzzocrea
The IEEE ICDM 2020 Workshops. ICDM (Workshops) (2020)
Salvatore Danilo Riccio, Deyan Dyankov, Giorgio Jansen, Giuseppe Di Fatta, Giuseppe Nicosia
Pareto Multi-task Deep Learning. ICANN (2) (2020)
Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
A Rule Induction Approach to Forecasting Critical Alarms in a Telecommunication Network. ICDM Workshops (2019)
Claudio Savaglio, Giuseppe Campisano, Giuseppe Di Fatta, Giancarlo Fortino
IoT Services Deployment over Edge vs Cloud Systems: a Simulation-based Analysis. INFOCOM Workshops (2019)
Marcello M. Mariani, Giuseppe Di Fatta, Marco Di Felice
Understanding Customer Satisfaction With Services by Leveraging Big Data: The Role of Services Attributes and Consumers' Cultural Background. IEEE Access 7 (2019)
Xia Hong, Richard J. Mitchell, Giuseppe Di Fatta
Simplex basis function based sparse least squares support vector regression. Neurocomputing 330 (2019)
Claudio Savaglio, Pietro Gerace, Giuseppe Di Fatta, Giancarlo Fortino
Data Mining at the IoT Edge. ICCCN (2019)
Mosab M. Ayiad, Giuseppe Di Fatta
An Adaptive Restart Mechanism for Continuous Epidemic Systems. IDCS (2019)
Deyan Dyankov, Salvatore Danilo Riccio, Giuseppe Di Fatta, Giuseppe Nicosia
Multi-task Learning by Pareto Optimality. LOD (2019)
Anas AlDabbagh, Giuseppe Di Fatta, Antonio Liotta
The Distributed p-Median Problem in Computer Networks. ICCSA (6) (2019)
Wei Song, Shuyuan Dai, Jian Wang, Dongmei Huang, Antonio Liotta, Giuseppe Di Fatta
Bi-gradient Verification for Grad-CAM Towards Accurate Visual Explanation for Remote Sensing Images. ICDM Workshops (2019)
Amogh Katti, Giuseppe Di Fatta, Thomas J. Naughton, Christian Engelmann
Epidemic failure detection and consensus for extreme parallelism. Int. J. High Perform. Comput. Appl. 32 (5) (2018)
Domenico Mirarchi, Patrizia Vizza, Giuseppe Tradigo, Giuseppe Di Fatta, Pierangelo Veltri
On the use of mining techniques to analyse human papilloma virus dataset. BIBM (2018)
Baudouin Raoult, Giuseppe Di Fatta, Florian Pappenberger, Bryan Lawrence
Fast Retrieval of Weather Analogues in a Multi-petabytes Archive Using Wavelet-Based Fingerprints. ICCS (2) (2018)
Xia Hong, Giuseppe Di Fatta, Hao Chen, Senlin Wang
Sparse least squares support vector regression for nonstationary systems. IJCNN (2018)
Teemu Leppänen, Claudio Savaglio, Lauri Lovén, Wilma Russo, Giuseppe Di Fatta, Jukka Riekki, Giancarlo Fortino
Developing Agent-Based Smart Objects for IoT Edge Computing: Mobile Crowdsensing Use Case. IDCS (2018)
Chiara Zucco, Huizhi Liang, Giuseppe Di Fatta, Mario Cannataro
Explainable Sentiment Analysis with Applications in Medicine. BIBM (2018)
Sergio F. Ochoa, Giancarlo Fortino, Giuseppe Di Fatta
Cyber-physical systems, internet of things and big data. Future Gener. Comput. Syst. 75 (2017)
Sami Al Ghamdi, Giuseppe Di Fatta
Efficient Parallel K-Means on MapReduce Using Triangle Inequality. DASC/PiCom/DataCom/CyberSciTech (2017)
Mosab M. Ayiad, Giuseppe Di Fatta
Robust Epidemic Aggregation Under Churn. IDCS (2017)
Mosab M. Ayiad, Giuseppe Di Fatta
Agreement in Epidemic Data Aggregation. ICPADS (2017)
Pasu Poonpakdee, Giuseppe Di Fatta
Robust and efficient membership management in large-scale dynamic networks. Future Gener. Comput. Syst. 75 (2017)
Giancarlo Fortino, Giuseppe Di Fatta, Sergio F. Ochoa, Carlos Enrique Palau
Engineering future interoperable and open IoT systems. J. Netw. Comput. Appl. 81 (2017)
Thien Le, Frederic T. Stahl, Mohamed Medhat Gaber, João Bártolo Gomes, Giuseppe Di Fatta
On expressiveness and uncertainty awareness in rule-based classification for data streams. Neurocomputing 265 (2017)
Mosab M. Ayiad, Amogh Katti, Giuseppe Di Fatta
Agreement in Epidemic Information Dissemination. IDCS (2016)
Chris Wrench, Frederic T. Stahl, Thien Le, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
A Method of Rule Induction for Predicting and Describing Future Alarms in a Telecommunication Network. SGAI Conf. (2016)
Alexander Luke Spedding, Giuseppe Di Fatta, Mario Cannataro
A Genetic Algorithm for the selection of structural MRI features for classification of Mild Cognitive Impairment and Alzheimer's Disease. BIBM (2015)
Sami Al Ghamdi, Giuseppe Di Fatta, Frederic T. Stahl
Optimisation Techniques for Parallel K-Means on MapReduce. IDCS (2015)
Giuseppe Di Fatta, J. James Reade, Sylvia Jaworska, Anupam Nanda
Big Social Data and Political Sentiment: The Tweet Stream during the UK General Election 2015 Campaign. SmartCity (2015)
Amogh Katti, Giuseppe Di Fatta
Epidemic Fault Tolerance for Extreme-Scale Parallel Computing. IDCS (2015)
Pasu Poonpakdee, Giuseppe Di Fatta
Connectivity Recovery in Epidemic Membership Protocols. IDCS (2015)
Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
Towards Expressive Rule Induction on IP Network Event Streams. SGAI Conf. (2015)
Alexander Luke Spedding, Giuseppe Di Fatta, James Douglas Saddy
An LDA and probability-based classifier for the diagnosis of Alzheimer's Disease from structural MRI. BIBM (2015)
Amogh Katti, Giuseppe Di Fatta, Thomas J. Naughton, Christian Engelmann
Scalable and Fault Tolerant Failure Detection and Consensus. EuroMPI (2015)
Pasu Poonpakdee, Giuseppe Di Fatta
Expander Graph Quality Optimisation in Randomised Communication. ICDM Workshops (2014)
Giancarlo Fortino, Giuseppe Di Fatta, Mukaddim Pathan, Athanasios V. Vasilakos
Cloud-assisted body area networks: state-of-the-art and future challenges. Wirel. Networks 20 (7) (2014)
Pasu Poonpakdee, Giuseppe Di Fatta
Expansion Quality of Epidemic Protocols. IDC (2014)
Alessia Sarica, Giuseppe Di Fatta, Mario Cannataro
K-Surfer: A KNIME Extension for the Management and Analysis of Human Brain MRI FreeSurfer/FSL Data. Brain Informatics and Health (2014)
Antonio Liotta, Giuseppe Di Fatta
Data Mining for Monitoring and Managing Systems and Networks. J. Netw. Syst. Manag. 22 (2) (2014)
Giancarlo Fortino, Daniele Parisi, Vincenzo Pirrone, Giuseppe Di Fatta
BodyCloud: A SaaS approach for community Body Sensor Networks. Future Gener. Comput. Syst. 35 (2014)
Antonino Fiannaca, Massimo La Rosa, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso
The BioDICE Taverna plugin for clustering and visualization of biological data: a workflow for molecular compounds exploration. J. Cheminformatics 6 (1) (2014)
Thien Le, Frederic T. Stahl, João Bártolo Gomes, Mohamed Medhat Gaber, Giuseppe Di Fatta
Computationally Efficient Rule-Based Classification for Continuous Streaming Data. SGAI Conf. (2014)
Mark Tennant, Frederic T. Stahl, Giuseppe Di Fatta, João Bártolo Gomes
Towards a Parallel Computationally Efficient Approach to Scaling Up Data Stream Classification. SGAI Conf. (2014)
Amogh Katti, Giuseppe Di Fatta
Dynamic group communication for large-scale parallel data mining. Concurr. Eng. Res. Appl. 21 (3) (2013)
Giuseppe Di Fatta, Guy Haworth
Skilloscopy: Bayesian Modeling of Decision Makers' Skill. IEEE Trans. Syst. Man Cybern. Syst. 43 (6) (2013)
Giuseppe Di Fatta, Francesco Blasa, Simone Cafiero, Giancarlo Fortino
-Means clustering for asynchronous large-scale networks. J. Parallel Distributed Comput. 73 (3) (2013)
Pasu Poonpakdee, Neriman Gamze Orhon, Giuseppe Di Fatta
Convergence Detection in Epidemic Aggregation. Euro-Par Workshops (2013)
Antonino Fiannaca, Giuseppe Di Fatta, Riccardo Rizzo, Alfonso Urso, Salvatore Gaglio
Simulated annealing technique for fast learning of SOM networks. Neural Comput. Appl. 22 (5) (2013)
Alexander Allan, Ross Humphrey, Giuseppe Di Fatta
Non-Euclidean Internet Coordinates Embedding. ICDM Workshops (2013)
Giancarlo Fortino, Raffaele Gravina, Antonio Guerrieri, Giuseppe Di Fatta
Engineering Large-Scale Body Area Networks Applications. BODYNETS (2013)
Tabitha Goodall, David Pettinger, Giuseppe Di Fatta
Non-uniform data distribution for communication-efficient parallel clustering. J. Comput. Sci. 4 (6) (2013)
Giancarlo Fortino, Mukaddim Pathan, Giuseppe Di Fatta
BodyCloud: Integration of Cloud Computing and body sensor networks. CloudCom (2012)
David Pettinger, Giuseppe Di Fatta
Efficient Group Communication for Large-Scale Parallel Clustering. IDC (2012)
Giuseppe Di Fatta, Francesco Blasa, Simone Cafiero, Giancarlo Fortino
Epidemic K-Means Clustering. ICDM Workshops (2011)
David Pettinger, Giuseppe Di Fatta
Space Partitioning for Scalable K-Means. ICMLA (2010)
José Flich, Alfonso Urso, Ulrich Brüning, Giuseppe Di Fatta
High Performance Networks. Euro-Par (2) (2010)
Giuseppe Di Fatta, David Pettinger
Dynamic Load Balancing in Parallel KD-Tree k-Means. CIT (2010)
Guy Haworth, Kenneth W. Regan, Giuseppe Di Fatta
Performance and Prediction: Bayesian Modelling of Fallible Choice in Chess. ACG (2009)
Giuseppe Di Fatta, G. McC. Haworth, Kenneth W. Regan
Skill rating by Bayesian inference. CIDM (2009)
Antonino Fiannaca, Giuseppe Di Fatta, Alfonso Urso, Riccardo Rizzo, Salvatore Gaglio
A New Linear Initialization in SOM for Biomolecular Data. CIBB (2008)
Antonino Fiannaca, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso
Clustering Quality and Topology Preservation in Fast Learning SOMs. ICANN (1) (2008)
Massimo La Rosa, Giuseppe Di Fatta, Salvatore Gaglio, Giovanni M. Giammanco, Riccardo Rizzo, Alfonso Urso
Soft Topographic Map for Clustering and Classification of Bacteria. IDA (2007)
Giuseppe Di Fatta, Giancarlo Fortino
A customizable multi-agent system for distributed data mining. SAC (2007)
Antonino Fiannaca, Giuseppe Di Fatta, Riccardo Rizzo, Alfonso Urso, Salvatore Gaglio
Fast Training of Self Organizing Maps for the Visual Exploration of Molecular Compounds. IJCNN (2007)
Antonino Fiannaca, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso
Improved SOM Learning Using Simulated Annealing. ICANN (1) (2007)
Giuseppe Di Fatta, Michael R. Berthold
Decentralized load balancing for highly irregular search problems. Microprocess. Microsystems 31 (4) (2007)
Giancarlo Fortino, Giuseppe Di Fatta
A Customizable Multi-Agent System for Distributed Data Mining. EUMAS (2006)
Giuseppe Di Fatta, Antonino Fiannaca, Riccardo Rizzo, Alfonso Urso, Michael R. Berthold, Salvatore Gaglio
Context-Aware Visual Exploration of Molecular Datab. ICDM Workshops (2006)
Giuseppe Di Fatta, Michael R. Berthold
Decentralized Load Balancing for Highly Irregular Search Problems. ISCC (2006)
Giuseppe Di Fatta, Michael R. Berthold
Dynamic Load Balancing for the Distributed Mining of Molecular Structures. IEEE Trans. Parallel Distributed Syst. 17 (8) (2006)
Giuseppe Di Fatta, Stefan Leue, Evghenia Stegantova
Discriminative pattern mining in software fault detection. SOQUA (2006)
Giuseppe Di Fatta, Michael R. Berthold
Efficient Mining of Discriminative Molecular Fragments. IASTED PDCS (2005)
Giuseppe Di Fatta, Michael R. Berthold
High Performance Subgraph Mining in Molecular Compounds. HPCC (2005)
Giuseppe Di Fatta, Giuseppe Lo Re, Alfonso Urso
Parallel Genetic Algorithms for the Tuning of a Fuzzy AQM Controller. ICCSA (1) (2003)
Giuseppe Di Fatta, Frank Hoffmann, Giuseppe Lo Re, Alfonso Urso
A genetic algorithm for the design of a fuzzy controller for active queue management. IEEE Trans. Syst. Man Cybern. Part C 33 (3) (2003)
Giuseppe Di Fatta, Salvatore Gaglio, Giuseppe Lo Presti, Giuseppe Lo Re, I. Selvaggio
Distributed Intelligent Management of Active Networks. AI*IA (2003)
Giuseppe Di Fatta, Giuseppe Lo Re, Alfonso Urso
A Fuzzy Approach for the Network Congestion Problem. International Conference on Computational Science (1) (2002)
A. Barone, P. Chirco, Giuseppe Di Fatta, Giuseppe Lo Re
A Management Architecture for Active Networks. Active Middleware Services (2002)
Rosaria Silipo, Giuseppe Di Fatta
Learning to reason about data: The spring school on intelligent data analysis. Intell. Data Anal. 5 (5) (2001)
Antonio Chella, D. Guarino, Giuseppe Di Fatta, G. Favarò, Giuseppe Lo Re
A Reconfigurable Neural Environment on Active Networks. IJCNN (6) (2000)
Luca Delgrossi, Giuseppe Di Fatta, Domenico Ferrari, Giuseppe Lo Re
Interference and Communications among Active Network Applications. IWAN (1999)
Giuseppe Di Fatta, Giuseppe Lo Re, Carmelo Lodato, Salvatore Lopes
Transmission Protocols Processing in a Resource Reservation Environment. EUROMEDIA (1998)