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2020 – today
- 2024
[c68]Andrea Rosani, Ivan Donadello, Michele Calvanese, Alessandro Torcinovich, Giuseppe Di Fatta, Marco Montali, Oswald Lanz:
Video Analytics for Volleyball: Preliminary Results and Future Prospects of the 5VREAL Project. Ital-IA 2024: 271-276- 2023
- [c67]Akhila Atmakuru
, Giuseppe Di Fatta, Giuseppe Nicosia, Atta Badii:
Improved Filter-Based Feature Selection Using Correlation and Clustering Techniques. LOD (1) 2023: 379-389 - [c66]Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Ali Varzandian, Atta Badii:
Sensitivity Analysis for Feature Importance in Predicting Alzheimer's Disease. LOD (2) 2023: 449-465 - [e7]Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos M. Pardalos, Giuseppe Di Fatta, Giovanni Giuffrida, Renato Umeton:
Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part I. Lecture Notes in Computer Science 13810, Springer 2023, ISBN 978-3-031-25598-4 [contents] - [e6]Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos M. Pardalos, Giuseppe Di Fatta, Giovanni Giuffrida, Renato Umeton:
Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part II. Lecture Notes in Computer Science 13811, Springer 2023, ISBN 978-3-031-25890-9 [contents] - 2022
- [c65]Mohammad Shirdel, Michele Segata, Giuseppe Di Fatta, Antonio Liotta:
Event Detection in Financial Markets. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-8 - [c64]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: 596-612 - 2021
- [j21]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): 107562 (2021) - [c63]Osama Assaf, Giuseppe Di Fatta, Giuseppe Nicosia:
Multivariate LSTM for Stock Market Volatility Prediction. LOD 2021: 531-544 - 2020
- [c62]Salvatore Danilo Riccio, Deyan Dyankov, Giorgio Jansen, Giuseppe Di Fatta, Giuseppe Nicosia:
Pareto Multi-task Deep Learning. ICANN (2) 2020: 132-141 - [c61]Giuseppe Di Fatta, Victor S. Sheng, Alfredo Cuzzocrea:
The IEEE ICDM 2020 Workshops. ICDM (Workshops) 2020: 26-29 - [e5]Giuseppe Di Fatta, Victor S. Sheng, Alfredo Cuzzocrea, Carlo Zaniolo, Xindong Wu:
20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020. IEEE 2020, ISBN 978-1-7281-9012-9 [contents]
2010 – 2019
- 2019
- [j20]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: 8195-8208 (2019) - [j19]Xia Hong, Richard J. Mitchell, Giuseppe Di Fatta:
Simplex basis function based sparse least squares support vector regression. Neurocomputing 330: 394-402 (2019) - [c60]Claudio Savaglio, Pietro Gerace, Giuseppe Di Fatta, Giancarlo Fortino:
Data Mining at the IoT Edge. ICCCN 2019: 1-6 - [c59]Anas AlDabbagh, Giuseppe Di Fatta, Antonio Liotta:
The Distributed p-Median Problem in Computer Networks. ICCSA (6) 2019: 541-556 - [c58]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: 473-479 - [c57]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: 480-489 - [c56]Mosab M. Ayiad, Giuseppe Di Fatta:
An Adaptive Restart Mechanism for Continuous Epidemic Systems. IDCS 2019: 57-68 - [c55]Claudio Savaglio, Giuseppe Campisano, Giuseppe Di Fatta, Giancarlo Fortino:
IoT Services Deployment over Edge vs Cloud Systems: a Simulation-based Analysis. INFOCOM Workshops 2019: 554-559 - [c54]Deyan Dyankov, Salvatore Danilo Riccio, Giuseppe Di Fatta, Giuseppe Nicosia:
Multi-task Learning by Pareto Optimality. LOD 2019: 605-618 - [r1]Giuseppe Di Fatta:
Association Rules and Frequent Patterns. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 367-373 - 2018
- [j18]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): 729-743 (2018) - [c53]Chiara Zucco, Huizhi Liang, Giuseppe Di Fatta, Mario Cannataro:
Explainable Sentiment Analysis with Applications in Medicine. BIBM 2018: 1740-1747 - [c52]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: 2041-2048 - [c51]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: 697-710 - [c50]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: 235-247 - [c49]Xia Hong, Giuseppe Di Fatta, Hao Chen, Senlin Wang:
Sparse least squares support vector regression for nonstationary systems. IJCNN 2018: 1-8 - [e4]Giancarlo Fortino, A. B. M. Shawkat Ali, Mukaddim Pathan, Antonio Guerrieri, Giuseppe Di Fatta:
Internet and Distributed Computing Systems - 10th International Conference, IDCS 2017, Mana Island, Fiji, December 11-13, 2017, Proceedings. Lecture Notes in Computer Science 10794, Springer 2018, ISBN 978-3-319-97794-2 [contents] - 2017
- [j17]Sergio F. Ochoa, Giancarlo Fortino, Giuseppe Di Fatta:
Cyber-physical systems, internet of things and big data. Future Gener. Comput. Syst. 75: 82-84 (2017) - [j16]Pasu Poonpakdee, Giuseppe Di Fatta:
Robust and efficient membership management in large-scale dynamic networks. Future Gener. Comput. Syst. 75: 85-93 (2017) - [j15]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: 127-141 (2017) - [j14]Giancarlo Fortino, Giuseppe Di Fatta, Sergio F. Ochoa, Carlos Enrique Palau:
Engineering future interoperable and open IoT systems. J. Netw. Comput. Appl. 81: 59-61 (2017) - [c48]Sami Al Ghamdi, Giuseppe Di Fatta:
Efficient Parallel K-Means on MapReduce Using Triangle Inequality. DASC/PiCom/DataCom/CyberSciTech 2017: 985-992 - [c47]Mosab M. Ayiad, Giuseppe Di Fatta:
Agreement in Epidemic Data Aggregation. ICPADS 2017: 738-746 - [c46]Mosab M. Ayiad, Giuseppe Di Fatta:
Robust Epidemic Aggregation Under Churn. IDCS 2017: 173-185 - 2016
- [c45]Mosab M. Ayiad, Amogh Katti, Giuseppe Di Fatta:
Agreement in Epidemic Information Dissemination. IDCS 2016: 95-106 - [c44]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: 309-323 - [e3]Wenfeng Li, Shawkat Ali, Gabriël Lodewijks, Giancarlo Fortino, Giuseppe Di Fatta, Zhouping Yin, Mukaddim Pathan, Antonio Guerrieri, Qiang Wang:
Internet and Distributed Computing Systems - 9th International Conference, IDCS 2016, Wuhan, China, September 28-30, 2016, Proceedings. Lecture Notes in Computer Science 9864, Springer 2016, ISBN 978-3-319-45939-4 [contents] - 2015
- [c43]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: 1404-1411 - [c42]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: 1566-1571 - [c41]Pasu Poonpakdee, Giuseppe Di Fatta:
Connectivity Recovery in Epidemic Membership Protocols. IDCS 2015: 177-189 - [c40]Sami Al Ghamdi, Giuseppe Di Fatta, Frederic T. Stahl:
Optimisation Techniques for Parallel K-Means on MapReduce. IDCS 2015: 193-200 - [c39]Amogh Katti, Giuseppe Di Fatta:
Epidemic Fault Tolerance for Extreme-Scale Parallel Computing. IDCS 2015: 201-208 - [c38]Amogh Katti, Giuseppe Di Fatta, Thomas J. Naughton, Christian Engelmann:
Scalable and Fault Tolerant Failure Detection and Consensus. EuroMPI 2015: 13:1-13:9 - [c37]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: 191-196 - [c36]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: 293-298 - [e2]Giuseppe Di Fatta, Giancarlo Fortino, Wenfeng Li, Mukaddim Pathan, Frederic T. Stahl, Antonio Guerrieri:
Internet and Distributed Computing Systems - 8th International Conference, IDCS 2015, Windsor, UK, September 2-4, 2015. Proceedings. Lecture Notes in Computer Science 9258, Springer 2015, ISBN 978-3-319-23236-2 [contents] - 2014
- [j13]Giancarlo Fortino, Daniele Parisi, Vincenzo Pirrone, Giuseppe Di Fatta:
BodyCloud: A SaaS approach for community Body Sensor Networks. Future Gener. Comput. Syst. 35: 62-79 (2014) - [j12]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): 24 (2014) - [j11]Antonio Liotta, Giuseppe Di Fatta:
Data Mining for Monitoring and Managing Systems and Networks. J. Netw. Syst. Manag. 22(2): 147-149 (2014) - [j10]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): 1925-1938 (2014) - [c35]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: 481-492 - [c34]Pasu Poonpakdee, Giuseppe Di Fatta:
Expander Graph Quality Optimisation in Randomised Communication. ICDM Workshops 2014: 597-604 - [c33]Pasu Poonpakdee, Giuseppe Di Fatta:
Expansion Quality of Epidemic Protocols. IDC 2014: 291-300 - [c32]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: 21-34 - [c31]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: 51-65 - [e1]Giancarlo Fortino, Giuseppe Di Fatta, Wenfeng Li, Sergio F. Ochoa, Alfredo Cuzzocrea, Mukaddim Pathan:
Internet and Distributed Computing Systems - 7th International Conference, IDCS 2014, Calabria, Italy, September 22-24, 2014. Proceedings. Lecture Notes in Computer Science 8729, Springer 2014, ISBN 978-3-319-11691-4 [contents] - 2013
- [j9]Amogh Katti, Giuseppe Di Fatta:
Dynamic group communication for large-scale parallel data mining. Concurr. Eng. Res. Appl. 21(3): 227-234 (2013) - [j8]Tabitha Goodall, David Pettinger, Giuseppe Di Fatta:
Non-uniform data distribution for communication-efficient parallel clustering. J. Comput. Sci. 4(6): 489-495 (2013) - [j7]Giuseppe Di Fatta, Francesco Blasa, Simone Cafiero, Giancarlo Fortino:
Fault tolerant decentralised K-Means clustering for asynchronous large-scale networks. J. Parallel Distributed Comput. 73(3): 317-329 (2013) - [j6]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): 889-899 (2013) - [j5]Giuseppe Di Fatta, Guy Haworth:
Skilloscopy: Bayesian Modeling of Decision Makers' Skill. IEEE Trans. Syst. Man Cybern. Syst. 43(6): 1290-1301 (2013) - [c30]Giancarlo Fortino, Raffaele Gravina, Antonio Guerrieri, Giuseppe Di Fatta:
Engineering Large-Scale Body Area Networks Applications. BODYNETS 2013: 363-369 - [c29]Pasu Poonpakdee, Neriman Gamze Orhon, Giuseppe Di Fatta:
Convergence Detection in Epidemic Aggregation. Euro-Par Workshops 2013: 292-300 - [c28]Alexander Allan, Ross Humphrey, Giuseppe Di Fatta:
Non-Euclidean Internet Coordinates Embedding. ICDM Workshops 2013: 295-302 - 2012
- [c27]Giancarlo Fortino, Mukaddim Pathan, Giuseppe Di Fatta:
BodyCloud: Integration of Cloud Computing and body sensor networks. CloudCom 2012: 851-856 - [c26]David Pettinger, Giuseppe Di Fatta:
Efficient Group Communication for Large-Scale Parallel Clustering. IDC 2012: 155-164 - 2011
- [c25]Giuseppe Di Fatta, Francesco Blasa, Simone Cafiero, Giancarlo Fortino:
Epidemic K-Means Clustering. ICDM Workshops 2011: 151-158 - 2010
- [c24]Giuseppe Di Fatta, David Pettinger:
Dynamic Load Balancing in Parallel KD-Tree k-Means. CIT 2010: 2478-2485 - [c23]José Flich, Alfonso Urso, Ulrich Brüning, Giuseppe Di Fatta:
High Performance Networks. Euro-Par (2) 2010: 412 - [c22]David Pettinger, Giuseppe Di Fatta:
Space Partitioning for Scalable K-Means. ICMLA 2010: 319-324
2000 – 2009
- 2009
- [c21]Guy Haworth, Kenneth W. Regan, Giuseppe Di Fatta:
Performance and Prediction: Bayesian Modelling of Fallible Choice in Chess. ACG 2009: 99-110 - [c20]Giuseppe Di Fatta, G. McC. Haworth, Kenneth W. Regan:
Skill rating by Bayesian inference. CIDM 2009: 89-94 - 2008
- [c19]Antonino Fiannaca, Giuseppe Di Fatta, Alfonso Urso, Riccardo Rizzo, Salvatore Gaglio:
A New Linear Initialization in SOM for Biomolecular Data. CIBB 2008: 177-187 - [c18]Antonino Fiannaca, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso:
Clustering Quality and Topology Preservation in Fast Learning SOMs. ICANN (1) 2008: 583-592 - 2007
- [j4]Giuseppe Di Fatta, Michael R. Berthold:
Decentralized load balancing for highly irregular search problems. Microprocess. Microsystems 31(4): 273-281 (2007) - [c17]Antonino Fiannaca, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo, Alfonso Urso:
Improved SOM Learning Using Simulated Annealing. ICANN (1) 2007: 279-288 - [c16]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: 332-343 - [c15]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: 2776-2781 - [c14]Giuseppe Di Fatta, Giancarlo Fortino:
A customizable multi-agent system for distributed data mining. SAC 2007: 42-47 - 2006
- [j3]Giuseppe Di Fatta, Michael R. Berthold:
Dynamic Load Balancing for the Distributed Mining of Molecular Structures. IEEE Trans. Parallel Distributed Syst. 17(8): 773-785 (2006) - [c13]Giancarlo Fortino, Giuseppe Di Fatta:
A Customizable Multi-Agent System for Distributed Data Mining. EUMAS 2006 - [c12]Giuseppe Di Fatta, Antonino Fiannaca, Riccardo Rizzo, Alfonso Urso, Michael R. Berthold, Salvatore Gaglio:
Context-Aware Visual Exploration of Molecular Datab. ICDM Workshops 2006: 136-141 - [c11]Giuseppe Di Fatta, Michael R. Berthold:
Decentralized Load Balancing for Highly Irregular Search Problems. ISCC 2006: 220-226 - [c10]Giuseppe Di Fatta, Stefan Leue, Evghenia Stegantova:
Discriminative pattern mining in software fault detection. SOQUA 2006: 62-69 - 2005
- [c9]Giuseppe Di Fatta, Michael R. Berthold:
High Performance Subgraph Mining in Molecular Compounds. HPCC 2005: 866-877 - [c8]Giuseppe Di Fatta, Michael R. Berthold:
Efficient Mining of Discriminative Molecular Fragments. IASTED PDCS 2005: 619-625 - 2003
- [b1]Giuseppe Di Fatta:
Active solutions in computer networking. University of Palermo, Italy, 2003 - [j2]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): 313-324 (2003) - [c7]Giuseppe Di Fatta, Salvatore Gaglio, Giuseppe Lo Presti, Giuseppe Lo Re, I. Selvaggio:
Distributed Intelligent Management of Active Networks. AI*IA 2003: 312-323 - [c6]Giuseppe Di Fatta, Giuseppe Lo Re, Alfonso Urso:
Parallel Genetic Algorithms for the Tuning of a Fuzzy AQM Controller. ICCSA (1) 2003: 417-426 - 2002
- [c5]Giuseppe Di Fatta, Giuseppe Lo Re, Alfonso Urso:
A Fuzzy Approach for the Network Congestion Problem. International Conference on Computational Science (1) 2002: 286-295 - [c4]A. Barone, P. Chirco, Giuseppe Di Fatta, Giuseppe Lo Re:
A Management Architecture for Active Networks. Active Middleware Services 2002: 41-50 - 2001
- [j1]Rosaria Silipo, Giuseppe Di Fatta:
Learning to reason about data: The spring school on intelligent data analysis. Intell. Data Anal. 5(5): 439-442 (2001) - 2000
- [c3]Antonio Chella, D. Guarino, Giuseppe Di Fatta, G. Favarò, Giuseppe Lo Re:
A Reconfigurable Neural Environment on Active Networks. IJCNN (6) 2000: 105-108
1990 – 1999
- 1999
- [c2]Luca Delgrossi, Giuseppe Di Fatta, Domenico Ferrari, Giuseppe Lo Re:
Interference and Communications among Active Network Applications. IWAN 1999: 97-108 - 1998
- [c1]Giuseppe Di Fatta, Giuseppe Lo Re, Carmelo Lodato, Salvatore Lopes:
Transmission Protocols Processing in a Resource Reservation Environment. EUROMEDIA 1998: 8-13
Coauthor Index
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