Gianluca Bontempi
Gianluca Bontempi
Full professor of Machine Learning, ULB
Verified email at ulb.ac.be - Homepage
Title
Cited by
Cited by
Year
Definition of clinically distinct molecular subtypes in estrogen receptor-positive breast carcinomas through genomic grade
S Loi, B Haibe-Kains, C Desmedt, F Lallemand, AM Tutt, C Gillet, P Ellis, ...
Journal of clinical oncology 25 (10), 1239, 2007
8312007
Biological processes associated with breast cancer clinical outcome depend on the molecular subtypes
C Desmedt, B Haibe-Kains, P Wirapati, M Buyse, D Larsimont, ...
Clinical cancer research 14 (16), 5158-5165, 2008
7862008
TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data
A Colaprico, TC Silva, C Olsen, L Garofano, C Cava, D Garolini, ...
Nucleic acids research 44 (8), e71-e71, 2016
6722016
minet: A R/Bioconductor Package for Inferring Large Transcriptional Networks Using Mutual Information
PE Meyer, F Lafitte, G Bontempi
BMC bioinformatics 9 (1), 461, 2008
4632008
Determinants of community structure in the global plankton interactome
G Lima-Mendez, K Faust, N Henry, J Decelle, S Colin, F Carcillo, ...
Science 348 (6237), 2015
4422015
Information-theoretic inference of large transcriptional regulatory networks
PE Meyer, K Kontos, F Lafitte, G Bontempi
EURASIP journal on bioinformatics and systems biology 2007, 1-9, 2007
4302007
Predicting prognosis using molecular profiling in estrogen receptor-positive breast cancer treated with tamoxifen
S Loi, B Haibe-Kains, C Desmedt, P Wirapati, F Lallemand, AM Tutt, ...
BMC genomics 9 (1), 239, 2008
3622008
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition
SB Taieb, G Bontempi, AF Atiya, A Sorjamaa
Expert systems with applications 39 (8), 7067-7083, 2012
3112012
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition
SB Taieb, G Bontempi, AF Atiya, A Sorjamaa
Expert systems with applications 39 (8), 7067-7083, 2012
3112012
Lazy learning for local modelling and control design
G Bontempi, M Birattari, H Bersini
International Journal of Control 72 (7-8), 643-658, 1999
2941999
Machine learning strategies for time series forecasting
G Bontempi, SB Taieb, YA Le Borgne
European business intelligence summer school, 62-77, 2012
2922012
A three-gene model to robustly identify breast cancer molecular subtypes
B Haibe-Kains, C Desmedt, S Loi, AC Culhane, G Bontempi, ...
Journal of the National Cancer Institute 104 (4), 311-325, 2012
2882012
Effect of 21 different nitrogen sources on global gene expression in the yeast Saccharomyces cerevisiae
P Godard, A Urrestarazu, S Vissers, K Kontos, G Bontempi, J van Helden, ...
Molecular and cellular biology 27 (8), 3065-3086, 2007
2452007
Learned lessons in credit card fraud detection from a practitioner perspective
A Dal Pozzolo, O Caelen, YA Le Borgne, S Waterschoot, G Bontempi
Expert systems with applications 41 (10), 4915-4928, 2014
2422014
Information-theoretic feature selection in microarray data using variable complementarity
PE Meyer, C Schretter, G Bontempi
IEEE Journal of Selected Topics in Signal Processing 2 (3), 261-274, 2008
2182008
Calibrating probability with undersampling for unbalanced classification
A Dal Pozzolo, O Caelen, RA Johnson, G Bontempi
2015 IEEE Symposium Series on Computational Intelligence, 159-166, 2015
2142015
Adaptive model selection for time series prediction in wireless sensor networks
YA Le Borgne, S Santini, G Bontempi
Signal Processing 87 (12), 3010-3020, 2007
1992007
A comparative study of survival models for breast cancer prognostication based on microarray data: does a single gene beat them all?
B Haibe-Kains, C Desmedt, C Sotiriou, G Bontempi
Bioinformatics 24 (19), 2200-2208, 2008
1882008
Association between the PNPLA3 (rs738409 C>G) variant and hepatocellular carcinoma: Evidence from a meta‐analysis of individual participant data
E Trépo, P Nahon, G Bontempi, L Valenti, E Falleti, HD Nischalke, ...
Hepatology 59 (6), 2170-2177, 2014
1862014
Multifactorial approach to predicting resistance to anthracyclines
C Desmedt, A Di Leo, E De Azambuja, D Larsimont, B Haibe-Kains, ...
J Clin Oncol 29 (12), 1578-1586, 2011
1762011
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Articles 1–20