Welcome to Matteo De Felice's Homepage
Publications
International Journals
- I. Bertini, M. De Felice, A. Pannicelli, S. Pizzuti
Optimizing the start-up operations of combined cycle power plants using Soft-Computing methods, Logic Journal of the IGPL, Special Issue SOCO 2010 & and the special session: Mathematical Models in Artificial Intelligence, Oxford University Press, 2010 (accepted) - M. De Felice, I. Bertini, A. Pannicelli, S. Pizzuti
A Soft Computing based optimisation of combined cycled power plant start-up operation with fitness approximation methods Applied Soft Computing, Elsevier, 2011 - I.Bertini, F.Ceravolo, M.Citterio, M.De Felice, B.Di Pietra, F.Margiotta, S.Pizzuti, G.Puglisi
Ambient Temperature modelling with Soft Computing Techniques Solar Energy, Vol. 84, N. 7, 2010, pp 1264-1272, Elsevier (link)
Book Chapters
- A. Azzini, M. De Felice, A.G.B. Tettamanzi
Financial Trend Reversal Detection Problem: a Comparison between Nature-Inspired and Machine Learning Approaches Natural Computing in Computational Finance, vol. 4, Springer (in press)
International Conferences and Workshops
- M. De Felice, X. Yao
Neural Networks Ensembles for Short-Term Load Forecasting iCIASG - 2011 IEEE Symposium on Computational Intelligence Applications in Smart Grid (accepted) - I. Bertini, M. De Felice, S. Pizzuti
Combining Back-Propagation and Genetic Algorithms to Train Neural Networks for Start-Up Time Modeling in Combined Cycle Power Plants in Proceedings 18th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2010), Bruges, April 28-29-30, 2010 - Bertini, De Felice, Moretti, Pizzuti
Start-up optimisation of a combined cycle power plant with multiobjective evolutionary algorithms in Applications of Evolutionary Computation. Lecture Notes in Computer Science 6025 Springer 2010 (link) [pdf] - Azzini, De Felice, Tettamanzi
A study of Nature-Inspired Methodologies for Financial Turning Point Detection" in Applications of Evolutionary Computation. Lecture Notes in Computer Science 6025 Springer 2010 (link) - Ceravolo, De Felice, Pizzuti
Combining Back-Propagation and Genetic Algorithms to Train Neural Networks for Ambient Temperature Modeling in Italy in Applications of Evolutionary Computing. Lecture Notes in Computer Science 5484 Springer 2009 (link) - Azzini, De Felice, Meloni, Tettamanzi
Soft Computing Techniques for Internet Backbone Traffic Anomaly Detection in Applications of Evolutionary Computing. Lecture Notes in Computer Science 5484 Springer 2009 (link) - Pizzuti, De Felice, Ceravolo
Ambient Temperature Modelling through Traditional and Soft Computing Methods in Proceedings of HAIS 2008: Hybrid Artificial Intelligence Systems, Third International Workshop, Burgos, Spain, September 24-26,2008. Lecture Notes in Artificial Intelligence 5271 Springer 2008 (link) - Annunziato, Bertini, De Felice, Pizzuti
Evolutionary Complex Neural Networks NISIS 2007, Malta - Annunziato, Bertini, De Felice, Pizzuti
Evolving Complex Neural Networks in Proceedings of AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 10th Congress of the Italian Association for Artificial Intelligence, Rome, Italy, September 10-13, 2007. Lecture Notes in Computer Science 4733 Springer 2007 (link) - De Felice, Annunziato, Bertini, Pizzuti
Evolving Predictive Neural Models for Complex Processes CITSA 2007, Orlando, Florida, USA [pdf]
Italian Conferences and Workshops
- Azzini, De Felice, Meloni, Tettamanzi Tecniche di Soft Computing per riconoscimento di anomalie: una prima analisi in Atti del VI Workshop di Vita Artificiale e Computazione Evolutiva (WIVACE), Editrice Fridericiana Universitaria
- De Felice, Moretti
Riduzione delle chiamate della funzione di fitness tramite approssimazione della fitness per algoritmi evolutivi in Atti del VI Workshop di Vita Artificiale e Computazione Evolutiva (WIVACE), Editrice Fridericiana Universitaria - Treppo, De Felice, Pizzuti
Artificial Neural Networks and Support Vector Machines ensembling: a comparison in Artificial Life and Evolutionary Computation, Proceedings of Wivace 2008, World Scientific Computing - Annunziato, Bertini, De Felice, Pizzuti
Reti neurali evolutive con topologia a rete complessa WIVACE 2007, Baia Samuele, Sampieri (Ragusa), Italy
