Professor Giuseppe Di Fatta
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+44 (0) 118 378 8221
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Professor of Computer Science
Head of the Department of Computer Science
Office
Room 154Building location
Polly VacherAreas of interest
- Data mining and machine learning algorithms
- Predictive analytics
- Big data analytics
- Parallel and distributed computing
- Data mining in networks.
Teaching
- Data Analytics and Mining
Background
Professor Giuseppe Di Fatta is the Head of the Department of Computer Science. Previously, he was School Director of Master's Programmes and the Programme Director of the MSc Advanced Computer Science.He joined the University of Reading in 2006. From 2004 to 2006, he was with the University of Konstanz, Germany. From 2000 to 2004, he was with the High-Performance Computing and Networking Institute of the National Research Council, Italy. In 1999, he was a research fellow at the International Computer Science Institute (ICSI), Berkeley, CA, USA.
Professional bodies/affiliations
Professor Di Fatta serves on the editorial board of the Elsevier Journal of Network and Computer Applications (JNCA). He is the founder of the IEEE ICDM Workshop on Data Mining in Networks and has chaired several international events, such as the 2015 International Conference on Internet and Distributed Computing Systems.Websites/blogs
See his personal website for more information and current professional activities. You can also find him on Google Scholar and LinkedIn.Publications
- Salvatore D., R. , Deyan, D. , Giorgio, J. , Di Fatta, G. , Nicosia, G. (2020) Pareto multi-task deep learning.
- Wrench, C. , Stahl, F. , Di Fatta, G. , Karthikeyan, V. , Nauck, D. (2020) A rule induction approach to forecasting critical alarms in a telecommunication network. pp. 480-489.
- Hong, X. , Mitchell, R. , Di Fatta, G. (2019) Simplex basis function based sparse least squares support vector regression. Neurocomputing , 330 pp. 394-402. ISSN: 0925-2312 | doi: http://dx.doi.org/10.1016/j.neucom.2018.11.025
- Mariani, M. , Di Fatta, G. , Di Felice, M. (2019) Understanding customer satisfaction with services by leveraging big data: the role of services attributes and consumers’ cultural background. IEEE Access , 7 pp. 8195-8208. ISSN: 2169-3536 | doi: http://dx.doi.org/10.1109/ACCESS.2018.2887300
- Di Fatta, G. (2019) Association rules and frequent patterns. Encyclopedia of Bioinformatics and Computational Biology. , 1. Elsevier pp. 367-373. ISBN: 9780128114322 | doi: http://dx.doi.org/10.1016/B978-0-12-809633-8.20333-6
- Song, W. , Dai, S. , Wang, J. , Huang, D. , Liotta, A. , Di Fatta, G. (2019) Bi-gradient verification for Grad-CAM towards accurate visual explanation for remote sensing images. pp. 473-479. | doi: http://dx.doi.org/10.1109/ICDMW.2019.00074
- Savaglio, C. , Gerace, P. , Di Fatta, G. , Fortino, G. (2019) Data mining at the IoT edge. | doi: http://dx.doi.org/10.1109/ICCCN.2019.8846941
- Al Ghamdi, S. and Di Fatta, G. (2019) Efficient clustering techniques on Hadoop and Spark. International Journal of Big Data Intelligence , 6 (3/4). pp. 269-290. ISSN: 2053-1389 | doi: http://dx.doi.org/10.1504/IJBDI.2019.10018592
- Dyankov, D. , Riccio, S. , Di Fatta, G. , Nicosia, G. (2019) Multi-task learning by pareto optimality. Machine Learning, Optimization, and Data Science. LOD 2019. Lecture Notes in Computer Science Springer (11943). pp. 605-618. ISSN: 0302-9743 ISBN: 9783030375997 | doi: http://dx.doi.org/10.1007/978-3-030-37599-7_50
- Ayiad, M. and Di Fatta, G. (2019) An adaptive restart mechanism for continuous epidemic systems. pp. 57-68. ISSN: 0302-9743 | doi: http://dx.doi.org/10.1007/978-3-030-34914-1_6
- AlDabbagh, A. , Di Fatta, G. , Liotta, A. (2019) The distributed p-median problem in computer networks. pp. 541-556. ISSN: 0302-9743 | doi: http://dx.doi.org/10.1007/978-3-030-24311-1_39
- Katti, A. , Di Fatta, G. , Naughton, T. , Engelmann, C. (2018) Epidemic failure detection and consensus for extreme parallelism. International Journal of High Performance Computing Applications , 32 (5). pp. 729-743. ISSN: 1094-3420 | doi: http://dx.doi.org/10.1177/1094342017690910
- Hong, X. , Di Fatta, G. , Chen, H. , Wang, S. (2018) Sparse least squares support vector regression for nonstationary systems.
- Ayiad, M. and Di Fatta, G. (2018) Agreement in epidemic data aggregation.
- Leppänen, T. , Savaglio, C. , Lovén, L. , Russo, W. , Di Fatta, G. , Riekki, J. , Fortino, G. (2018) Developing agent-based smart objects for IoT edge computing: mobile crowdsensing use case. pp. 235-247.
- Raoult, B. , Di Fatta, G. , Pappenberger, F. , Lawrence, B. (2018) Fast retrieval of weather analogues in a multi-petabytes archive using wavelet-based fingerprints. pp. 697-710. ISSN: 0302-9743 | doi: http://dx.doi.org/10.1007/978-3-319-93701-4_55
- Ayiad, M. and Di Fatta, G. (2018) Robust epidemic aggregation under churn. pp. 173-185.
- Le, T. , Stahl, F. , Gaber, M. , Gomes, J. , Di Fatta, G. (2017) On expressiveness and uncertainty awareness in rule-based classification for data streams. Neurocomputing , 265 pp. 127- 141. ISSN: 0925-2312 | doi: http://dx.doi.org/10.1016/j.neucom.2017.05.081
- Ochoa, S. , Fortino, G. , Di Fatta, G. , eds. (2017) Cyber-physical systems, internet of things and big data. In: Ochoa, S. , Fortino, G. , Di Fatta, G. (eds.) Future Generation Computer Systems , 75. Future Generation Computer Systems , 75 pp. 82-84. ISSN: 0167-739X | doi: http://dx.doi.org/10.1016/j.future.2017.05.040
- Poonpakdee, P. and Di Fatta, G. (2017) Robust and efficient membership management in large-scale dynamic networks. Future Generation Computer Systems , 75 pp. 85-93. ISSN: 0167-739X | doi: http://dx.doi.org/10.1016/j.future.2017.02.033
- Salehe, B. , Jones, C. , Di Fatta, G. , McGuffin, L. (2017) RAPIDSNPs: A new computational pipeline for rapidly identifying key genetic variants reveals previously unidentified SNPs that are significantly associated with individual platelet responses. PLoS ONE , 12 (4). ISSN: 1932-6203 | doi: http://dx.doi.org/10.1371/journal.pone.0175957
- Ayiad, M. , Katti, A. , Di Fatta, G. (2016) Agreement in epidemic information dissemination. pp. 95-106. ISSN: 0302-9743 | doi: http://dx.doi.org/10.1007/978-3-319-45940-0_9
- Wrench, C. , Stahl, F. , Di Fatta, G. , Karthikeyan, V. , Nauck, D. (2016) Data stream mining of event and complex event streams: a survey of existing and future technologies and applications in big data. Enterprise Big Data Engineering, Analytics, and Management. Enterprise Big Data Engineering, Analytics, and Management pp. 24-47. ISBN: 9781522502937 | doi: http://dx.doi.org/10.4018/978-1-5225-0293-7
- Wrench, C. , Stahl, F. , Le, T. , Di Fatta, G. , Karthikeyan, V. , Nauck, D. (2016) A method of rule induction for predicting and describing future alarms in a telecommunication network. Springer International Publishing , Cham. pp. 309-323.
- Di Fatta, G. , Reade, J. , Jaworska, S. , Nanda, A. (2015) Big social data and political sentiment: the tweet stream during the UK General Election 2015 campaign.
- Poonpakdee, P. and Di Fatta, G. (2015) Connectivity recovery in epidemic membership protocols. pp. 177-189. ISSN: 0302-9743 | doi: http://dx.doi.org/10.1007/978-3-319-23237-9_16
- Bron, E. , Smits, M. , van der Flier, W. , Vrenken, H. , Barkhof, F. , Scheltens, P. , Papma, J. , Steketee, R. , Orellana, C. , Meijboom, R. , Pinto, M. , Meireles, J. , Garrett, C. , Bastos-Leite, A. , Abdulkadir, A. , Ronneberger, O. , Amoroso, N. , Bellotti, R. , Cárdenas-Peña, D. , Álvarez-Meza, A. , Dolph, C. , Iftekharuddin, K. , Eskildsen, S. , Coupé, P. , Fonov, V. , Franke, K. , Gaser, C. , Ledig, C. , Guerrero, R. , Tong, T. , Gray, K. , Moradi, E. , Tohka, J. , Routier, A. , Durrleman, S. , Sarica, A. , Di Fatta, G. , Sensi, F. , Chincarini, A. , Smith, G. , Stoyanov, Z. , Sørensen, L. , Nielsen, M. , Tangaro, S. , Inglese, P. , Wachinger, C. , Reuter, M. , van Swieten, J. , Niessen, W. , Klein, S. (2015) Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge. NeuroImage , 111 pp. 562-579. ISSN: 1053-8119 | doi: http://dx.doi.org/10.1016/j.neuroimage.2015.01.048
- Spedding, A. , Di Fatta, G. , Cannataro, M. (2015) A Genetic Algorithm for the selection of structural MRI features for classification of Mild Cognitive Impairment and Alzheimer's Disease. pp. 1566-1571. | doi: http://dx.doi.org/10.1109/BIBM.2015.7359909
- Di Fatta, G. , Fortino, G. , Li, W. , Pathan, M. , Stahl, F. , Guerrieri, A. , eds. (2015) Internet and distributed computing systems - 8th international conference, IDCS 2015, Windsor, UK, September 2-4, 2015. Proceedings. In: Di Fatta, G. , Fortino, G. , Li, W. , Pathan, M. , Stahl, F. , Guerrieri, A. (eds.) Lecture Notes in Computer Science , 9258. Springer ISBN: 9783319232362
- Spedding, A. , Di Fatta, G. , Saddy, J. (2015) An LDA and probability-based classifier for the diagnosis of Alzheimer's Disease from structural MRI. pp. 1404-1411. | doi: http://dx.doi.org/10.1109/BIBM.2015.7359883
- Al Ghamdi, S. , Di Fatta, G. , Stahl, F. (2015) Optimisation techniques for parallel K-Means on MapReduce. Springer-Verlag New York, Inc. , New York, NY, USA. pp. 193-200.
- Katti, A. , Di Fatta, G. , Naughton, T. , Engelmann, C. (2015) Scalable and fault tolerant failure detection and consensus. pp. Article No. 13. | doi: http://dx.doi.org/10.1145/2802658.2802660 (ISBN 9781450337953)
- Wrench, C. , Stahl, F. , Di Fatta, G. , Karthikeyan, V. , Nauck, D. (2015) Towards expressive rule induction on IP network event streams.
- Sarica, A. , Di Fatta, G. , Smith, G. , Cannataro, M. , Saddy, D. (2014) Advanced feature selection methods in multinominal dementia classification from structural MRI data.
- Fortino, G. , Parisi, D. , Pirrone, V. , Di Fatta, G. (2014) BodyCloud: a SaaS approach for community body sensor networks. Future Generation Computer Systems , 35 pp. 62-79. ISSN: 0167-739X | doi: http://dx.doi.org/10.1016/j.future.2013.12.015
- Fiannaca, A. , La Rosa, M. , Di Fatta, G. , Gaglio, S. , Rizzo, R. , Urso, A. (2014) The BioDICE Taverna plugin for clustering and visualization of biological data: a workflow for molecular compounds exploration. Journal of Cheminformatics , 6 (1). ISSN: 1758-2946 | doi: http://dx.doi.org/10.1186/1758-2946-6-24
- Fortino, G. , Di Fatta, G. , Pathan, M. , Vasilakos, A. (2014) Cloud-assisted body area networks: state-of-the-art and future challenges. Wireless Networks , 20 (7). pp. 1925-1938. ISSN: 1022-0038 | doi: http://dx.doi.org/10.1007/s11276-014-0714-1
- Liotta, A. and Di Fatta, G. (2014) Data mining for monitoring and managing systems and networks. Journal of Network and Systems Management , 22 (2). pp. 147-149. ISSN: 1064-7570 | doi: http://dx.doi.org/10.1007/s10922-014-9306-8
- Le, T. , Stahl, F. , Gomes, J. , Gaber, M. , Di Fatta, G. (2014) Computationally efficient rule-based classification for continuous streaming data. Springer International Publishing pp. 21-34.
- Poonpakdee, P. and Di Fatta, G. (2014) Expansion quality of epidemic protocols. pp. 291-300. ISSN: 1860-949X | doi: http://dx.doi.org/10.1007/978-3-319-10422-5_31
- Sarica, A. , Di Fatta, G. , Cannataro, M. (2014) K-Surfer: a KNIME extension for the management and analysis of Human brain MRI FreeSurfer/FSL data. pp. 481-492. ISSN: 0302-9743
- Tennant, M. , Stahl, F. , Di Fatta, G. , Gomes, J. (2014) Towards a parallel computationally efficient approach to scaling up data stream classification. Springer International Publishing pp. 51-65.
- Di Fatta, G. and Haworth, G. (2013) Skilloscopy: Bayesian modeling of decision makers' skill. Systems, Man, and Cybernetics: Systems, IEEE Transactions on , 43 (6). pp. 1290-1301. ISSN: 0018-9472 | doi: http://dx.doi.org/10.1109/TSMC.2013.2252893
- Katti, A. and Di Fatta, G. (2013) Dynamic group communication for large-scale parallel data mining. Concurrent Engineering , 21 (3). pp. 227-234. ISSN: 1063-293X | doi: http://dx.doi.org/10.1177/1063293X13495551
- Fiannaca, A. , Di Fatta, G. , Rizzo, R. , Urso, A. , Gaglio, S. (2013) Simulated annealing technique for fast learning of SOM networks. Neural Computing and Applications , 22 (5). pp. 889-899 . ISSN: 0941-0643 | doi: http://dx.doi.org/10.1007/s00521-011-0780-6
- Di Fatta, G. , Blasa, F. , Cafiero, S. , Fortino, G. (2013) Fault tolerant decentralised K-Means clustering for asynchronous large-scale networks. Journal of Parallel and Distributed Computing , 73 (3). pp. 317-329. ISSN: 7437315 | doi: http://dx.doi.org/10.1016/j.jpdc.2012.09.009
- Pettinger, D. and Di Fatta, G. (2013) Efficient group communication for large-scale parallel clustering. Intelligent Distributed Computing VI. Studies in Computational Intelligence , 446. Springer Berlin Heidelberg , Berlin Heidelberg. pp. 155-164. ISSN: 1860-949X ISBN: 9783642325243 | doi: http://dx.doi.org/10.1007/978-3-642-32524-3_20
- Goodall, T. , Pettinger, D. , Di Fatta, G. (2013) Non-uniform data distribution for communication-efficient parallel clustering. Journal of Computational Science , 4 (6). pp. 489-495. ISSN: 1877-7503 | doi: http://dx.doi.org/10.1016/j.jocs.2013.01.007
- Di Fatta, G. , Blasa, F. , Cafiero, S. , Fortino, G. (2011) Epidemic K-Means clustering. IEEE pp. 151-158. | doi: http://dx.doi.org/10.1109/ICDMW.2011.76
- Blasa, F. , Cafiero, S. , Fortino, G. , Di Fatta, G. (2011) Symmetric Push-Sum Protocol for decentralised aggregation. IARIA pp. 27-32. ISBN: 978-1-61208-173-1
- Allan, A. , Bradbury, J. , Di Fatta, G. (2011) Virtual landmarking for locality aware peer IDs. IARIA pp. 7-12. ISBN: 978-1-61208-173-1
- Pettinger, D. and Di Fatta, G. (2010) Space partitioning for scalable K-means. The Ninth International Conference on Machine Learning and Applications (ICMLA 2010). IEEE Press pp. 319-324. ISBN: 9781424492114 | doi: http://dx.doi.org/10.1109/ICMLA.2010.46
- Di Fatta, G. and Pettinger, D. (2010) Dynamic load balancing in parallel KD-tree k-means. CIT '10: Proceedings of the 10th IEEE International Conference on Computer and Information Technology. IEEE , Washington DC. pp. 2478-2485. ISBN: 978-0-7695-4108-2 | doi: http://dx.doi.org/10.1109/CIT.2010.424
- Allan, A. and Di Fatta, G. (2010) Effectiveness of landmark analysis for establishing locality in p2p networks. pp. 88-92. (ISBN: 9781612081021)
- Haworth, G. , Regan, K. , Di Fatta, G. (2010) Performance and prediction: Bayesian modelling of fallible choice in chess. Lecture Notes in Computer Science , 6048 pp. 99-110. ISSN: 0302-9743 ISBN: 9783642129926 | doi: http://dx.doi.org/10.1007/978-3-642-12993-3_10
- Pettinger, D. and Di Fatta, G. (2009) Scalability of efficient parallel K-Means. pp. 96-101. | doi: http://dx.doi.org/10.1109/ESCIW.2009.5407991
- Di Fatta, G. , Haworth, G. , Regan, K. (2009) Skill Rating by Bayesian Inference. Computational Intelligence and Data Mining, 2009. CIDM '09. IEEE Symposium on. IEEE Symposium on Computational Intelligence and Data Mining, 2009. CIDM '09. pp. 89-94. ISBN: 9781424427659 | doi: DOI:10.1109/CIDM.2009.4938634
- Fiannaca, . , Di Fatta, . , Rizzo, . , Urso, . , Gaglio, . (2009) Clustering quality and topology preservation in fast learning SOMs. Neural Network World , 19 (5). pp. 625-639. ISSN: 1210-0552
- Fiannaca, A. , Di Fatta, G. , Gaglio, S. , Rizzo, R. , Urso, A. (2009) A new linear initialization in SOM for biomolecular data . Lecture Notes in Computer Science , 2009 (5488). pp. 177-187. ISSN: 1611-3349 | doi: DOI:10.1007/978-3-642-02504-4
- Fiannaca, A. , Di Fatta, G. , Rizzo, R. , Urso, A. , Gaglio, S. (2007) Fast training of self organizing maps for the visual exploration of molecular compounds. pp. 2776-2781. | doi: http://dx.doi.org/10.1109/IJCNN.2007.4371399
- Fiannaa, A. , Di Fatta, G. , Gaglio, S. , Rizzo, R. , Urso, A. (2007) Improved SOM learning using simulated annealing. Artificial neural networks – ICANN 2007 : 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I. Lecture notes in computer science Springer-Verlag (4668). , Berlin. pp. 279-288. ISBN: 9783540746898 | doi: http://dx.doi.org/10.1007/978-3-540-74690-4
- La Rosa, M. , Di Fatta, G. , Gaglio, S. , Giammanco, G. , Rizzo, R. , Urso, A. (2007) Soft topographic map for clustering and classification of bacteria. Advances in Intelligent Data Analysis VII : 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007. Proceedings. Lecture notes in computer science Springer-Verlag (4723). , Berlin. pp. 332-343. ISBN: 9783540748243 | doi: http://dx.doi.org/10.1007/978-3-540-74825-0_30
- La Rosa, . , Di Fatta, . , Gaglio, . , Giammanco, . , Rizzo, . , Urso, . (2007) Topographic map of gammaproteobacteria using 16 s rRNA gene sequence.
- Di Fatta, G. and Fortino, G. (2007) A customizable multi-agent system for distributed data mining. pp. 42-47. | doi: http://dx.doi.org/10.1145/1244002.1244012
- Di Fatta, G. , Leue, S. , Stegantova, E. (2006) Discriminative pattern mining in software fault detection. pp. 62-69.
- Di Fatta, G. , Berthold, M. , Parthasarathy, S. , eds. (2006) PDM 2006: Proceedings of the International Workshop on Data Mining. In: Di Fatta, G. , Berthold, M. , Parthasarathy, S. (eds.) IEEE
- Sieb, C. , Di Fatta, G. , Berthold, M. (2006) A hierarchical distributed approach for mining molecular fragments. pp. 25-37.
- Berthold, M. , Cebron, N. , Dill, F. , Di Fatta, G. , Gabriel, T. , Georg, F. , Meinl, T. , Ohl, P. , Sieb, C. , Wiswedel, B. (2006) KNIME: the Konstanz Information Miner. pp. 58-61.
- Di Fatta, G. , Fiannaca, A. , Rizzo, R. , Urso, A. , Berthold, M. , Gaglio, S. (2006) Context-aware visual exploration of molecular databases. pp. 136-141. | doi: http://dx.doi.org/10.1109/ICDMW.2006.51
- Di Fatta, G. and Berthold, M. (2006) Decentralized load balancing for highly irregular search problems. Microprocessors and Microsystems , 31 (4). pp. 220-226. ISSN: 0141-9331 ISBN: 769525881 | doi: DOI:10.1016/j.micpro.2007.01.004
- Di Fatta, . , Leue, . , Stegantova, . (2006) Discriminative pattern mining in software fault detection. pp. 62 - 69.
- Di Fatta, G. and Berthold, M. (2006) Dynamic load balancing for the distributed mining of molecular structures. IEEE Transactions on Parallel and Distributed Systems , 17 (8). pp. 773-785. ISSN: 1045-9219 | doi: DOI:10.1109/TPDS.2006.101
- Berthold, . , Cebron, . , Dill, . , Di Fatta, . , Gabriel, . , Georg, . , Meinl, . , Ohl, . , Sieb, . , Wiswedel, . (2006) Knime: the Konstanz Information Miner. pp. 58 - 61.
- Sieb, . , Di Fatta, . , Berthold, . (2006) A hierarchical distributed approach for mining molecular fragments. pp. 25 - 37.
- Di Fatta, G. and Berthold, M. (2005) Efficient mining of discriminative molecular fragments. pp. 619-625.
- Di Fatta, G. and Berthold, M. (2005) High performance subgraph mining in molecular compounds. Lecture Notes in Computer Science , 3726 pp. 866-877. ISSN: 0302-9743 | doi: http://dx.doi.org/10.1007/11557654_97
- Di Fatta, G. and Berthold, M. (2004) Distributed mining of molecular fragments.
- Vassallo, G. , Pilato, G. , Di Fatta, G. , Gaglio, S. (2004) Sub-symbolic encoding of words in WordNet environment . Atti dell'Accademia di Scienze, Lettere e Arti di Palermo
- Pilato, G. , Vassallo, G. , Di Fatta, G. , Gaglio, S. (2004) Word mapping in semantic hyperspaces . Atti dell'Accademia di Scienze, Lettere e Arti di Palermo
- Di Fatta, G. , Gaglio, S. , Lo Presti, G. , Lo Re, G. , Selvaggio, I. (2003) Distributed intelligent management of active networks . Lecture Notes in Computer Science , 2829/2003 pp. 312-323. ISSN: 0302-9743 | doi: http://dx.doi.org/10.1007/978-3-540-39853-0_26
- Di Fatta, G. , Lo Re, G. , Urso, A. (2003) Parallel genetic algorithms for the tuning of a fuzzy AQM controller . Lecture Notes in Computer Science , 2003 (2667). pp. 417-426. ISSN: 0302-9743 | doi: http://dx.doi.org/10.1007/3-540-44839-X_45
- Di Fatta, G. , Hoffmann, F. , Lo Re, G. , Urso, A. (2003) A genetic algorithm for the design of a fuzzy controller for active queue management. IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) , 33 (3). pp. 313-324. ISSN: 1094-6977 | doi: http://dx.doi.org/10.1109/TSMCC.2003.818946
- Di Fatta, G. , Lo Presto, G. , Lo Re, G. (2003) A parallel genetic algorithm for the Steiner Problem in Networks. pp. 569-573.
- Di Fatta, G. , Lo Re, G. , Urso, A. (2002) A fuzzy approach for the network congestion problem. Lecture Notes in Computer Science (2329). pp. 286-295. ISSN: 0302-9743 | doi: http://dx.doi.org/10.1007/3-540-46043-8_28
- Barone, A. , Chirco, P. , Di Fatta, G. , Lo Re, G. (2002) A management architecture for active networks. Proceedings of Fourth Annual International Workshop on Active Middleware Services. IEEE pp. 41-48. ISBN: 769517218 | doi: http://dx.doi.org/10.1109/AMS.2002.1029689
- Di Fatta, G. and Lo Re, G. (2001) Active networks: an evolution of the internet. pp. 375-386.
- Silipo, R. and Di Fatta, G. (2001) Learning to reason about data. Intelligent Data Analysis , 5 (5). pp. 439-442. ISSN: 1571-4128 (Online)
- Di Fatta, G. , Gaglio, S. , Lo Re, G. , Ortolani, M. (2000) Adaptive routing in active networks. pp. 8-11.
- Di Fatta, G. , Gaglio, S. , Lo Re, G. , Ortolani, M. (2000) Artificial ants for active routing . Intelligent autonomous systems 6 . IOS Press , Amsterdam ; Washington, DC . pp. 233-238. ISBN: 9781586030780 (IOM press) ; 9784274903854 (Ohmsha)
- Chella, A. , Di Fatta, G. , Favaro, G. , Guarino, D. , Re, G. (2000) A reconfigurable neural environment on active networks. Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium. , 6. IEEE pp. 105-108. ISBN: 769506194 | doi: http://dx.doi.org/10.1109/IJCNN.2000.859380
- Delgrossi, L. , Di Fatta, G. , Ferrari, D. , Lo Re, G. (1999) Interference and communications among active network applications. Lecture Notes in Computer Science (1653). pp. 97-108. ISSN: 0302-9743
- Di Fatta, G. and Lo Re, G. (1999) Efficient tree construction for the multicast problem . Journal of the Brazilian Telecommunications : Revista da Sociedade Brasileira de Telecomunicações , 14 (1). pp. 22-29. ISSN: 0102-986X ISBN: 9780780350304
- Chella, A. , Di Fatta, G. , Gaglio, S. , Guarino, M. , Infantino, I. , Lo Re, G. , Sajeva, G. (1998) A distributed architecture for cognitive teleautonomy. pp. 322-326.
- Di Fatta, G. and Lo Re, G. (1998) Efficient tree construction for the multicast problem . ITS'98 proceedings : SBT/IEEE International Telecommunications Symposium : Maksoud Plaza Hotel, São Paulo, Brazil, August 9-13, 1998 . , Vol.2. IEEE , Piscataway, N.J.. pp. 632-637. ISBN: 9780780350304 | doi: http://dx.doi.org/10.1109/ITS.1998.718470
- Di Fatta, G. , Lo Re, G. , Lopes, S. (1998) Transmission protocols processing in a resource reservation environment . pp. 8-13.
- Di Fatta, G. and Lo Re, G. (1998) Multicast routing tree optimisation. Investigacao Operational Journal , 18 pp. 155-165.
- Di Fatta, G. , Genco, A. , Lo Re, G. (1997) Bottlenecks in name resolution of migrating processes . pp. 73-82.