Prof. Gianluca Bontempi Senior Member

Bruxelles, Belgium  •  IEEE Benelux Section
Biography
Gianluca Bontempi interests cover data mining, machine learning, bioinformatics, time series prediction and simulation. Since January 2002 he is Professor in the Computer Science Department of ULB and Head of the ULB Machine Learning Group. In 2013 he has been appointed Director of the ULB-VUB Interuniversity Institute of Bioinformatics in Brussels.
Interests
Artificial intelligence
Prediction theory
Neural networks
Data mining
Computational intelligence
Big data
Data analysis
Data mining
Data mining
Big data
Knowledge discovery
Data mining
Experience
Dean/Professor/Instructor
Universite Libre de Bruxelles
Publications
Dal Pozzolo, A., Johnson, R. Caelen, O. Waterschoot, S. Chawla, N.V., and Bontempi, G., "Using HDDT to avoid instances propagation in unbalanced and evolving data streams," in Neural Networks (IJCNN), 2014 International Joint Conference on, 2014, pp. 588 - 594.
Bontempi, G., "A Monte Carlo strategy for structured multiple-step-ahead time series prediction," in Neural Networks (IJCNN), 2014 International Joint Conference on, 2014, pp. 853 - 858.
Moulos, P., Kanaris, I., and Bontempi, G., "Stability of feature selection algorithms for classification in high-throughput genomics datasets," in Bioinformatics and Bioengineering (BIBE), 2013 IEEE 13th International Conference on, 2013, pp. 1 - 4.
Ben Taieb, S. and Bontempi, G., "Recursive Multi-step Time Series Forecasting by Perturbing Data," in Data Mining (ICDM), 2011 IEEE 11th International Conference on, 2011, pp. 695 - 704.
Ben Taieb, S., Bontempi, G. Sorjamaa, A., and Lendasse, A., "Long-term prediction of time series by combining direct and MIMO strategies," in Neural Networks, 2009. IJCNN 2009. International Joint Conference on, 2009, pp. 3054 - 3061.
Education
Bruxelles Univ Libre De
Doctorate
Computer Sciences and Information Technologies , 1999
Politecnico Di Milano
Master of Engineering
Computer Sciences and Information Technologies , 1992