Papers

Publications

International Journals:

G. Di Fatta, M. R. Berthold,"Dynamic Load Balancing in Distributed Mining of Molecular Compounds", IEEE Transactions on Parallel and Distributed Systems, Special Issue on High Performance Computational Biology, VOL. 17, NO. 8, August 2006. (2003 Impact Factor: 1.183).
G. Di Fatta, F. Hoffmann, G. Lo Re, and A. Urso,"A Genetic Algorithm for the Design of a Fuzzy Controller for Active Queue Management",IEEE Transactions on Systems, Man, and Cybernetics, Special Issue on Computational Intelligence in Telecommunications Networks and Internet Services: Part I, Vol.33, No.3, pp. 313-324, August 2003, SMC Transactions Part C. (2003 Impact Factor: 0.776)
Rosaria Silipo, Giuseppe Di Fatta, Learning to reason about data: The spring school on intelligent data analysis, Intelligent Data Analysis Journal Vol.5 (No.5), 439-442, 2001.
G. Di Fatta, G. Lo Re,"Efficient Tree Construction for the Multicast Problem", Journal of the Brazilian Telecommunications Society (Special Issue on the SBT/IEEE International Telecommunications Symposium, São Paulo, Brazil, August 1998), pp. 22-29, Vol. 14, No. 1, June 1999.
G. Di Fatta, G. Lo Re, "Multicast Routing Tree Optimisation", Investigacao Operacional Journal 18, 1998, pp. 155-165.

International Conference Proceedings:

G. Di Fatta, A. Fiannaca, R. Rizzo, A. Urso, M.Berthold and S. Gaglio, "Context-Aware Visual Exploration of Molecular Databases", Proc. of the Int.l Workshop on Data Mining in Bioinformatics (DMB), 6th IEEE Int.l Conf. on Data Mining, Hong Kong, 18 Dec. 2006.
G. Di Fatta, S. Leue, E. Stegantova, "Discriminative Pattern Mining in Software Fault Detection", Proc. of the 3rd Int.l Workshop on Software Quality Assurance (SOQUA), 14th ACM Symposium on Foundations of Software Engineering (ACM SIGSOFT), Portland, USA, Nov. 6, 2006, pp.62-69.
G. Di Fatta, M. R. Berthold, "Decentralized Load Balancing for Highly Irregular Search Problems", Proc. of the IEEE Symposium on Computers and Communications (ISCC'06), Pula, Italy, June 26-29, 2006.
M. R. Berthold, N. Cebron, F. Dill, G. Di Fatta, T. Gabriel, F. Georg, T. Meinl, P. Ohl, C. Sieb, B. Wiswedel, "Knime: the Konstanz Information Miner", Proc. (in press) of the 4th Annual Industrial Simulation Conference (ISC 2006), Workshop on Multi-Agent Systems and Simulation (MAS&S), Palermo, Italy, June 5-7, 2006.
G. Di Fatta, M. R. Berthold, "Efficient Mining of Discriminative Molecular Fragments", Proc. of the 17th IASTED Int. Conf. on Parallel and Distributed Computing and Systems (PDCS-05), Phoenix, AZ, USA, Nov. 14-16, 2005.
G. Di Fatta, M. R. Berthold, "High Performance Subgraph Mining in Molecular Compounds", Springer.s LNCS Proc. of the 2005 Int. Conf. on High Performance Computing and Communications (HPCC-05), Sorrento, Italy, September 21-24, 2005, pp.866-877.
G. Di Fatta, M. R. Berthold, "Distributed Mining of Molecular Fragments", Proc. of DM-Grid 2004, IEEE Workshop on Data Mining and the Grid in conjunction with ICDM 2004, Nov. 1, 2004, Brighton, UK.
G. Di Fatta, G. Lo Presti, G. Lo Re, "A Parallel Genetic Algorithm for the Steiner Problem in Networks", Proc. of the 15th IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS 2003), Marina del Rey, CA, USA, November 3–5, 2003, pp. 569-573.
G. Di Fatta, S. Gaglio, G. Lo Presti, G. Lo Re, I. Selvaggio, "Distributed Intelligent Management of Active Networks", Proc. of AI*IA Conference 2003, Pisa, Italy, Sept. 23-26, 2003.
G. Di Fatta, G. Lo Re, A. Urso, "Parallel genetic algorithms for the tuning of a fuzzy AQM controller", LNCS Proc. of ICCSA 2003, The 2003 International Conference on Computational Science and Its Applications, 18-21 May, 2003, Montreal, Canada, Springer-Verlag Heidelberg, LNCS Vol. 2667/2003 pp. 417-426.
Barone, P. Chirco, G. Di Fatta, G. Lo Re, "A Management Architecture For Active Networks", IEEE Proc. of AMS 2002, 4th Annual Int.nl Workshop on Active Middleware Services, July 23, 2002, Edinburgh (UK), pp. 41-48.
G. Di Fatta, G. Lo Re, A. Urso, "A Fuzzy Approach for the Network Congestion Problem", LNCS 2329 Proc. of ICCS 2002, The 2nd Int. Conf. on Computational Science, Amsterdam (NL), Nov. 1, 2002, pp. 286-295.
G. Di Fatta, G. Lo Re, "Active Networks: an Evolution of the Internet", Proc. of AICA2001, 39th Annual Conference, Cernobbio, Italy, 19-22 Sept. 2001, pp. 375-386.
Chella, G. Di Fatta, G. Favarò, D. Guarino, G. Lo Re, "A Reconfigurable Neural Environment on Active Networks", Proc. the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, 24-27 July 2000, Como, Italy, pp. 105-108 Vol.6.
Giuseppe Di Fatta, Salvatore Gaglio, G. Lo Re, Marco Ortolani, "Artificial Ants for Active Routing", Proc. of IAS-6, Intelligent Autonomous Systems 6, Venice, Italy, July 26-28, 2000, IOS Press 2000, pp. 233-238.
Giuseppe Di Fatta, Salvatore Gaglio, Giuseppe Lo Re, Marco Ortolani, "Adaptive Routing in Active Networks", Proc. of 2000 IEEE Third Conference on Open Architectures and Network Programming, OPENARCH 2000 Short Paper Session, Tel-Aviv, Israel, March 27, 2000. pp. 8-11.
Luca Delgrossi, Giuseppe Di Fatta, Domenico Ferrari, Giuseppe Lo Re, "Interference and Communications among Active Network Applications", Proc. of the First International Working Conference on Active Networks, IWAN'99, Berlin, Germany, June/July 1999, Lecture Notes in Computer Science 1653, Springer, pp. 97-108.
A.Chella, G.Di Fatta, S.Gaglio, M.D.Guarino, I.Infantino, G.Lo Re, G.Sajeva, "A Distributed Architecture for Cognitive Teleautonomy", Proc. of AI*IA-98 Workshop on New Trends in Robotics, Padua, Italy, Sept. 25th, 1998, pp. 322-326.
G. Di Fatta, G. Lo Re, "Efficient Tree Construction for the Multicast Problem", Proc. of IEEE/SBT ITS '98, Sao Paulo, Brazil, August 9-13, 1998, Vol. 2 pp. 632-637.
G. Di Fatta, G. Lo Re, C. Lodato, S. Lopes, "Transmission Protocols Processing in a Resource Reservation Environment", Proc. of SCS Euromedia '98 Conference, Leicester, UK, 5-7 January 1998, Publication of the Society for Computer Simulation International, pp. 8-13.
Giuseppe Di Fatta, Alessandro Genco, and G. Lo Re, "Bottlenecks in Name Resolution of Migrating Processes", Proc. of High Performance Computing `97, Santiago de Compostela, Spain, 1997, Computational Mechanics Publications, pp.73-82.

Other:

Pilato G., Vassallo G. Di Fatta G., Gaglio S., "Word Mapping in Semantic Hyperspaces", Atti dell'Accademia di Scienze Letterarie, Marzo 2004.
Vassallo G., Pilato G., Di Fatta G., Gaglio S., "Sub-Symbolic encoding of Words in WordNet Environment", Atti dell'Accademia di Scienze Letterarie, Marzo 2004.