Matteo De Felice's Publications List

Neural Networks Ensembles for Short-Term Load Forecasting

2011-05-20T13:02:50Z

M De Felice, X Yao (2011) IEEE Symposium Series in Computational Intelligence 2011 (SSCI 2011) :

Soft Computing based optimisation of combined cycled power plant start-up operation with fitness approximation methods

2011-05-13T13:36:29Z

This paper describes an application of fuzzy-logic and evolutionary computation to the optimization of the start-up phase of a combined cycle power plant. We modelled process experts’ knowledge with fuzzy sets over the process variables in order to get the needed cost function for the Genetic Algorithm (GA) we used to obtain the optimal regulations. Due to the obvious impossibility to test the r...

Ilaria Bertini, Matteo De Felice, , Alessandro Pannicelli, Stefano Pizzuti (2011) Applied Soft Computing 11: 4110–4116

Start-Up Optimisation of a Combined Cycle Power Plant with Multiobjective Evolutionary Algorithms

2011-05-13T13:44:07Z

Ilaria Bertini, Matteo De Felice, Fabio Moretti, Stefano Pizzuti (2010) Applications of Evolutionary Computation http://dx.doi.org/10.1007/978-3-642-12242-2_16 6025: 151-160

Ambient temperature modelling with soft computing techniques

2010-06-01T08:49:09Z

This paper proposes a hybrid approach based on soft computing techniques in order to estimate monthly and daily ambient temperature. Indeed, we combine the back-propagation (BP) algorithm and the simple Genetic Algorithm (GA) in order to effectively train artificial neural networks (ANN) in such a way that the BP algorithm initialises a few individuals of the GA’s population. Experiments concern...

Ilaria Bertini, Francesco Ceravolo, Marco Citterio, Matteo De Felice, Biagio Di Pietra, Francesca Margiotta, Stefano Pizzuti, Giovanni Puglisi (2010) Solar Energy http://www.sciencedirect.com/science/article/B6V50-50024DN-3/2/1665d130b442b4de9062df2cabf394a1 84: 7 1264-1272

A Study of Nature-Inspired Methods for Financial Trend Reversal Detection

2011-05-13T13:44:07Z

Antonia Azzini, Matteo De Felice, Andrea Tettamanzi (2010) Applications of Evolutionary Computation http://dx.doi.org/10.1007/978-3-642-12242-2_17 6025: 161-170

Combining Back-Propagation and Genetic Algorithms to Train Neural Networks for Start-Up Time Modeling in Combined Cycle Power Plants

2011-05-13T13:44:07Z

Ilaria Bertini, Matteo De Felice, Stefano Pizzuti (2010) ESANN 2010 proceedings, European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning :

Combining Back-Propagation and Genetic Algorithms to Train Neural Networks for Ambient Temperature Modeling in Italy

2011-05-13T13:44:07Z

Francesco Ceravolo, Matteo De Felice, Stefano Pizzuti (2009) Applications of Evolutionary Computing http://dx.doi.org/10.1007/978-3-642-01129-0_16 5484: 123-131

Modelli, sistemi e applicazioni di Vita Artificiale e Computazione Evolutiva : WIVACE 2009

2011-05-13T13:44:07Z

A Azzini, A G B Tettamanzi, M De Felice, Orazio Miglino, Michela Ponticorvo, Angelo Rega, Franco Rubinacci (2009) : 13-21

Modelli, sistemi e applicazioni di Vita Artificiale e Computazione Evolutiva : WIVACE 2009

2011-05-13T13:44:07Z

Matteo De Felice, Fabio Moretti, Orazio Miglino, Michela Ponticorvo, Angelo Rega, Franco Rubinacci (2009) :

Soft Computing Techniques for Internet Backbone Traffic Anomaly Detection

2011-05-13T13:44:07Z

Antonia Azzini, Matteo De Felice, Sandro Meloni, Andrea Tettamanzi (2009) Applications of Evolutionary Computing http://dx.doi.org/10.1007/978-3-642-01129-0_12 5484: 99-104

WIVACE 2008

2011-05-13T13:44:07Z

Mauro Annunziato, Ilaria Bertini, Matteo De Felice, Stefano Pizzuti (2008) :

Artificial Life and Evolutionary Computation, Proceedings of Wivace 2008 : a comparison

2011-05-13T13:44:07Z

Gianluca Treppo, Matteo De Felice, Stefano Pizzuti (2008) :

Ambient Temperature Modelling through Traditional and Soft Computing Methods

2011-05-13T13:44:07Z

Francesco Ceravolo, Matteo De Felice, Stefano Pizzuti (2008) Hybrid Artificial Intelligence Systems http://dx.doi.org/10.1007/978-3-540-87656-4_40 5271: 322-328

Evolving predictive neural models for complex processes

2011-05-13T13:44:07Z

M Annunziato, I Bertini, S Pizzuti, M De Felice, S Panzieri (2007) Proc of 4th Int. Conf. on Cybernetics and Information Technologies (CITSA 2007) :

Evolutionary Complex Neural Networks

2011-05-20T13:03:27Z

Mauro Annunziato, Ilaria Bertini, Matteo De Felice, Stefano Pizzuti (2007) NiSIS 2007, 3rd Annual Symposium, 2007 :

Evolving Complex Neural Networks

2011-05-13T13:44:07Z

Mauro Annunziato, Ilaria Bertini, Matteo De Felice, Stefano Pizzuti (2007) AI*IA 2007 : Artificial Intelligence and Human-Oriented Computing http://dx.doi.org/10.1007/978-3-540-74782-6_18 4733: 194-205

Optimizing the start-up operations of combined cycle power plants using Soft-Computing methods

2011-05-13T13:44:07Z

I Bertini, M De Felice, A Pannicelli, S Pizzuti ((to appear)) Logic Journal of the IGPL Special Issue SOCO 2010 & and the special session: Mathematical Models in Artificial Intelligence:

Financial Trend Reversal Detection Problem : a Comparison between Nature-Inspired and Machine Learning Approaches

2011-05-13T13:44:07Z

Antonia Azzini, Matteo De Felice, Andrea Tettamanzi ((to appear)) Natural Computing in Computational Finance 4:

Short-Term Load Forecasting with Neural Network Ensembles : a Comparative Study

2011-05-13T13:44:07Z

Matteo De Felice, X Yao ((to appear)) IEEE Computational Intelligence Magazine :