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Items where Author is "Di Fatta, Dr Giuseppe"

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Sarica, A., Di Fatta, G., Smith, G., Cannataro, M. and Saddy, D. (2014) Advanced feature selection methods in multinominal dementia classification from structural MRI data. In: CADDementia workshop, Medical Image Computing and Computer Assisted Intervention (MICCAI) 2014 conference, 14-18 Sep 2014, Boston. (In Press)

Fortino, G., Parisi, D., Pirrone, V. and 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: 10.1016/j.future.2013.12.015

Fortino, G., Di Fatta, G., Pathan, M. and Vasilakos, A. V. (2014) Cloud-assisted body area networks: state-of-the-art and future challenges. Wireless Networks. ISSN 1022-0038 doi: 10.1007/s11276-014-0714-1 (In Press)

Poonpakdee, P. and Di Fatta, G. (2014) Expansion quality of epidemic protocols. In: The 8th International Symposium on Intelligent Distributed Computing (IDC 2014), Sept. 3-5, 2014, Madrid, Spain, pp. 291-300. doi: 10.1007/978-3-319-10422-5_31

Di Fatta, G. and Haworth, G. (2013) Skilloscopy: Bayesian modeling of decision makers' skill. Systems, Man, and Cybernetics: Systems, IEEE Transactions on , 43 (6). 1290-1301 . ISSN 0018-9472 doi: 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: 10.1177/1063293X13495551

Fiannaca, A., Di Fatta, G., Rizzo, R., Urso, A. and Gaglio, S. (2013) Simulated annealing technique for fast learning of SOM networks. Neural Computing and Applications, 22 (5). 889-899 . ISSN 0941-0643 doi: 10.1007/s00521-011-0780-6

Di Fatta, G., Blasa, F., Cafiero, S. and 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 07437315 doi: 10.1016/j.jpdc.2012.09.009

Pettinger, D. and Di Fatta, G. (2013) Efficient group communication for large-scale parallel clustering. In: Intelligent Distributed Computing VI. Studies in Computational Intelligence, 446. Springer Berlin Heidelberg, Berlin Heidelberg, pp. 155-164. ISBN 9783642325243 doi: 10.1007/978-3-642-32524-3_20

Goodall, T., Pettinger, D. and Di Fatta, G. (2013) Non-uniform data distribution for communication-efficient parallel clustering. Journal of Computational Science. ISSN 1877-7503 doi: 10.1016/j.jocs.2013.01.007

Di Fatta, G., Blasa, F., Cafiero, S. and Fortino, G. (2011) Epidemic K-Means clustering. In: 2011 IEEE 11th International Conference on Data Mining Workshops (ICDMW), 2011, Vancouver, BC , pp. 151-158. doi: 10.1109/ICDMW.2011.76

Blasa, F., Cafiero, S., Fortino, G. and Di Fatta, G. (2011) Symmetric Push-Sum Protocol for decentralised aggregation. In: ThinkMind // AP2PS 2011, The Third International Conference on Advances in P2P Systems , November 20, 2011 to November 25, 2011 , Lisbon, Portugal, pp. 27-32.

Allan, A., Bradbury, J. and Di Fatta, G. (2011) Virtual landmarking for locality aware peer IDs. In: ThinkMind // AP2PS 2011, The Third International Conference on Advances in P2P Systems , November 20, 2011 to November 25, 2011 , Lisbon, Portugal, pp. 7-12.

Pettinger, D. and Di Fatta, G. (2010) Space partitioning for scalable K-means. In: Draghici, S., Khoshgoftaar, T. M., Palade, V., Pedrycz, W., Wani, M. A. and Zhu, X. (eds.) The Ninth International Conference on Machine Learning and Applications (ICMLA 2010). IEEE Press, pp. 319-324. ISBN 9781424492114 doi: 10.1109/ICMLA.2010.46

Di Fatta, G. and Pettinger, D. (2010) Dynamic load balancing in parallel KD-tree k-means. In: 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: 10.1109/CIT.2010.424

Allan, A. and Di Fatta, G. (2010) Effectiveness of landmark analysis for establishing locality in p2p networks. In: The Second International Conference on Advances in P2P Systems (AP2PS 2010), 25-30 October 2010, Florence, Italy, pp. 88-92. (ISBN: 9781612081021)

Haworth, G. M., Regan, K. and 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 doi: 10.1007/978-3-642-12993-3_10

Pettinger, D. and Di Fatta, G. (2009) Scalability of efficient parallel K-Means. In: 5th IEEE International Conference on E-Science Workshops, 2009 , 9-11 Dec. 2009, Oxford, United Kingdom , pp. 96-101. doi: 10.1109/ESCIW.2009.5407991

Di Fatta, G., Haworth, G. M. and Regan, K. W. (2009) Skill Rating by Bayesian Inference. In: Computational Intelligence and Data Mining, 2009. CIDM '09. IEEE Symposium on. Institute of Electrical and Electronics Engineers , Los Alamitos, CA 90720-1264 USA, pp. 89-94. ISBN 9781424427659 doi: DOI:10.1109/CIDM.2009.4938634

Fiannaca, A., Di Fatta, G., Rizzo, R., Urso, A. and Gaglio, S. (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. and Urso, A. M. (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. and Gaglio, S. (2007) Fast training of self organizing maps for the visual exploration of molecular compounds. In: Int.l Joint Conference on Neural Networks (IJCNN), Aug. 12-17, 2007, Orlando, Florida, pp. 2776-2781. doi: 10.1109/IJCNN.2007.4371399

Fiannaa, A., Di Fatta, G., Gaglio, S., Rizzo, R. and Urso, A. (2007) Improved SOM learning using simulated annealing. In: Sá, J. M. d., Alexandre, L. A., Duch, W. and Mandic, D. (eds.) Artificial neural networks – ICANN 2007 : 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I. Lecture notes in computer science (4668). Springer-Verlag, Berlin, pp. 279-288. ISBN 9783540746898 doi: 10.1007/978-3-540-74690-4

La Rosa, M., Di Fatta, G., Gaglio, S., Giammanco, G. M., Rizzo, R. and Urso, A. M. (2007) Soft topographic map for clustering and classification of bacteria. In: Berthold, M. R., Shawe-Taylor, J. and Lavrac, N. (eds.) 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 (4723). Springer-Verlag, Berlin, pp. 332-343. ISBN 9783540748243 doi: 10.1007/978-3-540-74825-0_30

La Rosa, M., Di Fatta, G., Gaglio, S., Giammanco, G.M., Rizzo, R. and Urso, A. (2007) Topographic map of gammaproteobacteria using 16 s rRNA gene sequence. In: Proceedings of the International Workshop on Computational Intelligence Approaches for the Analysis of Bioinformatics Data (CI-BIO 2007), Orlando, USA.

Di Fatta, G. and Fortino, G. (2007) A customizable multi-agent system for distributed data mining. In: The 22nd ACM Symposium on Applied Computing (SAC 2007), March 11-15, 2007, Seoul, Korea, pp. 42-47. doi: 10.1145/1244002.1244012

Di Fatta, G., Leue, S. and Stegantova, E. (2006) Discriminative pattern mining in software fault detection. In: 3rd International Workshop on Software Quality Assurance (SOQUA), 14th ACM Symposium on Foundations of Software Engineering, 06 Nov 1996, Portland, Oregon, USA, pp. 62-69.

Di Fatta, G., Berthold, M. R. and Parthasarathy, S., eds. (2006) PDM 2006: Proceedings of the International Workshop on Data Mining. IEEE.

Sieb, C., Di Fatta, G. and Berthold, M. R. (2006) A hierarchical distributed approach for mining molecular fragments. In: International Workshop on Parallel Data Mining, ECML/PKDD, Sept 2006, Berlin, Germany, pp. 25-37.

Berthold, M. R., Cebron, N., Dill, F., Di Fatta, G., Gabriel, T. R., Georg, F., Meinl, T., Ohl, P., Sieb, C. and Wiswedel, B. (2006) KNIME: the Konstanz Information Miner. In: Workshop on Multi-Agent Systems and Simulation (MAS&S), 4th Annual Industrial Simulation Conference (ISC), 05-07 June 2006, Palermo, Italy, pp. 58-61.

Di Fatta, G., Fiannaca, A., Rizzo, R., Urso, A., Berthold, M. and Gaglio, S. (2006) Context-aware visual exploration of molecular databases. In: Int.l Workshop on Data Mining in Bioinformatics, 6th IEEE Int.l Conference on Data Mining ICDM 2006, 18-22 December 2006, , Hong Kong, China, pp. 136-141. doi: 10.1109/ICDMW.2006.51

Di Fatta, G. and Berthold, M.R. (2006) Decentralized load balancing for highly irregular search problems. Microprocessors and Microsystems , 31 (4). pp. 220-226. ISSN 0141-9331 doi: DOI:10.1016/j.micpro.2007.01.004

Di Fatta, G., Leue, S. and Stegantova, E. (2006) Discriminative pattern mining in software fault detection. In: Proceedings of the 3rd International Workhop on Software Quality Assurance (SOQUA), 14th ACM Symposium on Foundations of Software Engineering (AGM SIGSOFT), Portland, Oregon, USA, 62 - 69.

Di Fatta, G. and Berthold, M.R. (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, M., Cebron, N., Dill, F., Di Fatta, G., Gabriel, T., Georg, F., Meinl, T., Ohl, P., Sieb, C. and Wiswedel, B. (2006) Knime: the Konstanz Information Miner. In: Proceedings of the International Workshop on Multi-Agent Systems and Simulation (MAS&S) 4th Annual Industrial Simulation Conference (ISC), Palermo, Italy, 58 - 61.

Sieb, C., Di Fatta, G. and Berthold, M. (2006) A hierarchical distributed approach for mining molecular fragments. In: Proceedings of the International Workshop on Parallel Data Mining, the 17th European Conference on Machine Learning and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), Berlin, Germany, 25 - 37.

Di Fatta, G. and Berthold, M. R. (2005) Efficient mining of discriminative molecular fragments. In: 17th IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS-05), 14-16 Nov 2005, Phoenix, AZ, USA, pp. 619-625.

Di Fatta, G. and Berthold, M. R. (2005) High performance subgraph mining in molecular compounds. Lecture Notes in Computer Science, 3726. pp. 866-877. ISSN 0302-9743 doi: 10.1007/11557654_97

Di Fatta, G. and Berthold, M. R. (2004) Distributed mining of molecular fragments. In: DM-Grid 2004, IEEE Workshop on Data Mining and the Grid in conjunction with ICDM 2004, 1 Nov 2004, Brighton, UK. (Unpublished)

Vassallo, G., Pilato, G., Di Fatta, G. and 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. and 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. and Selvaggio, I. (2003) Distributed intelligent management of active networks. Lecture Notes in Computer Science, 2829/2003. pp. 312-323. ISSN 0302-9743 doi: 10.1007/978-3-540-39853-0_26

Di Fatta, G., Lo Re, G. and 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: 10.1007/3-540-44839-X_45

Di Fatta, G., Hoffmann, F., Lo Re, G. and 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: 10.1109/TSMCC.2003.818946

Di Fatta, G., Lo Presto, G. and Lo Re, G. (2003) A parallel genetic algorithm for the Steiner Problem in Networks. In: The 15th IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS 2003), 3-5 Nov 2003, Marina del Rey, CA, USA, pp. 569-573.

Di Fatta, G., Lo Re, G. and Urso, A. (2002) A fuzzy approach for the network congestion problem. Lecture Notes in Computer Science (2329). pp. 286-295. ISSN 0302-9743 doi: 10.1007/3-540-46043-8_28

Barone, A., Chirco, P., Di Fatta, G. and Lo Re, G. (2002) A management architecture for active networks. In: Proceedings of Fourth Annual International Workshop on Active Middleware Services. IEEE, pp. 41-48. ISBN 0769517218 doi: 10.1109/AMS.2002.1029689

Di Fatta, G. and Lo Re, G. (2001) Active networks: an evolution of the internet. In: AICA2001, 39th Annual Conference, 19-22 Sept 2001, Cernobbio, Italy, 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. and Ortolani, M. (2000) Adaptive routing in active networks. In: OPENARCH 2000: Third IEEE Conference on Open Architectures and Network Programming - Short Paper Session, 27 March 2000, Tel-Aviv, Israel, pp. 8-11.

Di Fatta, G., Gaglio, S., Lo Re, G. and Ortolani, M. (2000) Artificial ants for active routing. In: 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. and Re, G.L. (2000) A reconfigurable neural environment on active networks. In: Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium. IEEE, pp. 105-108. ISBN 0769506194 doi: 10.1109/IJCNN.2000.859380

Delgrossi, L., Di Fatta, G., Ferrari, D. and 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

Chella, A., Di Fatta, G., Gaglio, S., Guarino, M.D., Infantino, I., Lo Re, G. and Sajeva, G. (1998) A distributed architecture for cognitive teleautonomy. In: AI*IA-98 Workshop on New Trends in Robotics, 25 Sept 1998, Padua, Italy, pp. 322-326.

Di Fatta, G. and Lo Re, G. (1998) Efficient tree construction for the multicast problem. In: ITS'98 proceedings : SBT/IEEE International Telecommunications Symposium : Maksoud Plaza Hotel, São Paulo, Brazil, August 9-13, 1998. IEEE, Piscataway, N.J., pp. 632-637. ISBN 9780780350304 doi: 10.1109/ITS.1998.718470

Di Fatta, G., Lo Re, G. and Lopes, S. (1998) Transmission protocols processing in a resource reservation environment. In: SCS Euromedia '98, 5-7 Jan 1998, Leicester, UK, 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. and Lo Re, G. (1997) Bottlenecks in name resolution of migrating processes. In: High Performance Computing, 1997, Santiago de Compostela, Spain, pp. 73-82.

This list was generated on Thu Dec 18 20:05:04 2014 GMT.

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