Gianluca Bontempi

	2012
49		Souhaib Ben Taieb, Gianluca Bontempi, Amir F. Atiya, Antti Sorjamaa: A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition. Expert Syst. Appl. 39(8): 7067-7083 (2012)
48		Liran Lerman, Stephane Fernandes Medeiros, Nikita Veshchikov, Cédric Meuter, Gianluca Bontempi, Olivier Markowitch: Semi-Supervised Template Attack. IACR Cryptology ePrint Archive 2012: 82 (2012)
47		Benjamin Haibe-Kains, Catharina Olsen, Amira Djebbari, Gianluca Bontempi, Mick Correll, Christopher Bouton, John Quackenbush: Predictive networks: a flexible, open source, web application for integration and analysis of human gene networks. Nucleic Acids Research 40(Database-Issue): 866-875 (2012)
	2011
46		Gianluca Bontempi, Olivier Caelen: A Selecting-the-Best Method for Budgeted Model Selection. ECML/PKDD (1) 2011: 249-262
45		Souhaib Ben Taieb, Gianluca Bontempi: Recursive Multi-step Time Series Forecasting by Perturbing Data. ICDM 2011: 695-704
44		Gianluca Bontempi: An Optimal Stopping Strategy for Online Calibration in Local Search. LION 2011: 106-115
43		Souhaib Ben Taieb, Gianluca Bontempi, Amir F. Atiya, Antti Sorjamaa: A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition CoRR abs/1108.3259: (2011)
42		Abhilash Alexander Miranda, Catharina Olsen, Gianluca Bontempi: Fourier spectral factor model for prediction of multidimensional signals. Signal Processing 91(9): 2172-2177 (2011)
	2010
41		Gianluca Bontempi, Patrick Emmanuel Meyer: Causal filter selection in microarray data. ICML 2010: 95-102
40		Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut, Etro Lab, Gianluca Bontempi: Demonstrating principal component aggregation for distributed spatial pattern recognition. IPSN 2010: 430-431
39		Olivier Caelen, Gianluca Bontempi: A dynamic programming strategy to balance exploration and exploitation in the bandit problem. Ann. Math. Artif. Intell. 60(1-2): 3-24 (2010)
38		Yann-Aël Le Borgne, Sylvain Raybaud, Gianluca Bontempi: Distributed Principal Component Analysis for Wireless Sensor Networks CoRR abs/1003.1967: (2010)
37		Souhaib Ben Taieb, Antti Sorjamaa, Gianluca Bontempi: Multiple-output modeling for multi-step-ahead time series forecasting. Neurocomputing 73(10-12): 1950-1957 (2010)
	2009
36		Kevin Kontos, Bruno André, Jacques van Helden, Gianluca Bontempi: Gaussian Graphical Models to Infer Putative Genes Involved in Nitrogen Catabolite Repression in S. cerevisiae. EvoBIO 2009: 13-24
35		Souhaib Ben Taieb, Gianluca Bontempi, Antti Sorjamaa, Amaury Lendasse: Long-term prediction of time series by combining direct and MIMO strategies. IJCNN 2009: 3054-3061
34		Kevin Kontos, Gianluca Bontempi: An improved shrinkage estimator to infer regulatory networks with Gaussian graphical models. SAC 2009: 793-798
33		Catharina Olsen, Patrick Emmanuel Meyer, Gianluca Bontempi: On the Impact of Entropy Estimation on Transcriptional Regulatory Network Inference Based on Mutual Information. EURASIP J. Bioinformatics and Systems Biology 2009: (2009)
	2008
32		Kevin Kontos, Gianluca Bontempi: Nested q-Partial Graphs for Genetic Network Inference from "Small n, Large p" Microarray Data. BIRD 2008: 273-287
31		Gianluca Bontempi, Patrick Emmanuel Meyer: A Model-Based Relevance Estimation Approach for Feature Selection in Microarray Datasets. ICANN (2) 2008: 21-31
30		Benjamin Haibe-Kains, Christine Desmedt, S. Loi, Mauro Delorenzi, Christos Sotiriou, Gianluca Bontempi: Computational Intelligence in Clinical Oncology: Lessons Learned from an Analysis of a Clinical Study. Computational Intelligence in Biomedicine and Bioinformatics 2008: 237-268
29		Patrick Emmanuel Meyer, Frédéric Lafitte, Gianluca Bontempi: minet: A R/Bioconductor Package for Inferring Large Transcriptional Networks Using Mutual Information. BMC Bioinformatics 9: (2008)
28		Benjamin Haibe-Kains, Christine Desmedt, Christos Sotiriou, Gianluca Bontempi: A comparative study of survival models for breast cancer prognostication based on microarray data: does a single gene beat them all? Bioinformatics 24(19): 2200-2208 (2008)
27		Abhilash Alexander Miranda, Yann-Aël Le Borgne, Gianluca Bontempi: New Routes from Minimal Approximation Error to Principal Components. Neural Processing Letters 27(3): 197-207 (2008)
	2007
26		Olivier Caelen, Gianluca Bontempi, Luc Barvais: Machine Learning Techniques for Decision Support in Anesthesia. AIME 2007: 165-169
25		Patrick Emmanuel Meyer, Kevin Kontos, Gianluca Bontempi: Biological Network Inference Using Redundancy Analysis. BIRD 2007: 16-27
24		Olivier Caelen, Gianluca Bontempi: Improving the Exploration Strategy in Bandit Algorithms. LION 2007: 56-68
23		Patrick Emmanuel Meyer, Kevin Kontos, Frédéric Lafitte, Gianluca Bontempi: Information-Theoretic Inference of Large Transcriptional Regulatory Networks. EURASIP J. Bioinformatics and Systems Biology 2007: (2007)
22		Jean-Pierre Norguet, Benjamin Tshibasu-Kabeya, Gianluca Bontempi, Esteban Zimányi: A Page-Classification Approach to Web Usage Semantic Analysis. Engineering Letters 14(1): 120-126 (2007)
21		Gianluca Bontempi: A Blocking Strategy to Improve Gene Selection for Classification of Gene Expression Data. IEEE/ACM Trans. Comput. Biology Bioinform. 4(2): 293-300 (2007)
20		Yann-Aël Le Borgne, Silvia Santini, Gianluca Bontempi: Adaptive model selection for time series prediction in wireless sensor networks. Signal Processing 87(12): 3010-3020 (2007)
	2006
19		Yann-Aël Le Borgne, Mehdi Moussaïd, Gianluca Bontempi: Simulation Architecture for Data Processing Algorithms in Wireless Sensor Networks. AINA (2) 2006: 383-387
18		Olivier Caelen, Gianluca Bontempi, Eddy Coussaert, Luc Barvais, Francois Clement: Machine Learning Techniques to Enable Closed-Loop Control in Anesthesia. CBMS 2006: 696-701
17		Patrick Emmanuel Meyer, Gianluca Bontempi: On the Use of Variable Complementarity for Feature Selection in Cancer Classification. EvoWorkshops 2006: 91-102
16		Jean-Pierre Norguet, Benjamin Tshibasu-Kabeya, Gianluca Bontempi, Esteban Zimányi: Category-Based Audience Metrics for Web Site Content Improvement Using Ontologies and Page Classification. NLDB 2006: 216-220
	2005
15		Patrick Emmanuel Meyer, Olivier Caelen, Gianluca Bontempi: Speeding up Feature Selection by Using an Information Theoretic Bound. BNAIC 2005: 166-173
14		Olivier Caelen, Gianluca Bontempi: How to allocate a restricted budget of leave-one-out assessments for effective model selection in machine learning: a comparison of state-of-the-art techniques. BNAIC 2005: 51-58
13		Gianluca Bontempi: Structural feature selection for wrapper methods. ESANN 2005: 405-410
	2004
12		Gianluca Bontempi, Wido Kruijtzer: The use of intelligent data analysis techniques for system-level design: a software estimation example. Soft Comput. 8(7): 477-490 (2004)
	2002
11		Gianluca Bontempi, Wido Kruijtzer: A Data Analysis Method for Software Performance Prediction. DATE 2002: 971-976
10		Gianluca Bontempi, Gauthier Lafruit: Enabling Multimedia QoS Control with Black-Box Modelling. Soft-Ware 2002: 46-59
9		Edy Bertolissi, Mauro Birattari, Gianluca Bontempi, Antoine Duchâteau, Hugues Bersini: Data-driven techniques for direct adaptive control: the lazy and the fuzzy approaches. Fuzzy Sets and Systems 128(1): 3-14 (2002)
	2001
8		Gianluca Bontempi, Hugues Bersini, Mauro Birattari: The local paradigm for modeling and control: from neuro-fuzzy to lazy learning. Fuzzy Sets and Systems 121(1): 59-72 (2001)
	2000
7		Gianluca Bontempi, Mauro Birattari: A multi-steap ahead prediction method based on local dynamic properties. ESANN 2000: 311-316
6		Gianluca Bontempi, Mauro Birattari, Hugues Bersini: A Model Selection Approach for Local Learning. AI Commun. 13(1): 41-48 (2000)
	1999
5		Gianluca Bontempi, Mauro Birattari, Hugues Bersini: Local Learning for Iterated Time-Series Prediction. ICML 1999: 32-38
	1998
4		Gianluca Bontempi, Mauro Birattari, Hugues Bersini: Recursive Lazy Learning for Modeling and Control. ECML 1998: 292-303
3		Gianluca Bontempi, Mauro Birattari, Hugues Bersini: Lazy learning for control design. ESANN 1998: 73-78
2		Mauro Birattari, Gianluca Bontempi, Hugues Bersini: Lazy Learning Meets the Recursive Least Squares Algorithm. NIPS 1998: 375-381
	1994
1		Andrea Bonarini, Gianluca Bontempi: A Qualitative Simulation Approach for Fuzzy Dynamical Models. ACM Trans. Model. Comput. Simul. 4(4): 285-313 (1994)

Coauthor Index

1	Bruno André	[36]
2	Amir F. Atiya	[43] [49]
3	Luc Barvais	[18] [26]
4	Hugues Bersini	[2] [3] [4] [5] [6] [8] [9]
5	Edy Bertolissi	[9]
6	Mauro Birattari	[2] [3] [4] [5] [6] [7] [8] [9]
7	Andrea Bonarini	[1]
8	Yann-Aël Le Borgne	[19] [20] [27] [38] [40]
9	Christopher Bouton	[47]
10	Olivier Caelen	[14] [15] [18] [24] [26] [39] [46]
11	Francois Clement	[18]
12	Mick Correll	[47]
13	Eddy Coussaert	[18]
14	Mauro Delorenzi	[30]
15	Christine Desmedt	[28] [30]
16	Amira Djebbari	[47]
17	Antoine Duchâteau	[9]
18	Benjamin Haibe-Kains	[28] [30] [47]
19	Jacques van Helden	[36]
20	Kevin Kontos	[23] [25] [32] [34] [36]
21	Wido Kruijtzer (W. M. Kruijtzer)	[11] [12]
22	Etro Lab	[40]
23	Frédéric Lafitte	[23] [29]
24	Gauthier Lafruit	[10]
25	Amaury Lendasse	[35]
26	Liran Lerman	[48]
27	S. Loi	[30]
28	Olivier Markowitch	[48]
29	Stephane Fernandes Medeiros	[48]
30	Cédric Meuter	[48]
31	Patrick Emmanuel Meyer	[15] [17] [23] [25] [29] [31] [33] [41]
32	Abhilash Alexander Miranda	[27] [42]
33	Mehdi Moussaïd	[19]
34	Jean-Pierre Norguet	[16] [22]
35	Ann Nowé	[40]
36	Catharina Olsen	[33] [42] [47]
37	John Quackenbush	[47]
38	Sylvain Raybaud	[38]
39	Silvia Santini	[20]
40	Antti Sorjamaa	[35] [37] [43] [49]
41	Christos Sotiriou	[28] [30]
42	Kris Steenhaut	[40]
43	Souhaib Ben Taieb	[35] [37] [43] [45] [49]
44	Benjamin Tshibasu-Kabeya	[16] [22]
45	Nikita Veshchikov	[48]
46	Esteban Zimányi	[16] [22]

Colors in the list of coauthors

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