Gianluca Bontempi
Gianluca Bontempi
Full professor of Machine Learning, ULB
Zweryfikowany adres z ulb.ac.be - Strona główna
TytułCytowane przezRok
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
8032007
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
7392008
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
4342008
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
4022016
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
4022007
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
3532008
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), 1262073, 2015
3512015
Lazy learning for local modelling and control design
G Bontempi, M Birattari, H Bersini
International Journal of Control 72 (7-8), 643-658, 1999
2871999
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
2642012
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
2642012
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
2642012
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
2212007
Machine learning strategies for time series forecasting
G Bontempi, SB Taieb, YA Le Borgne
European business intelligence summer school, 62-77, 2012
217*2012
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
1932014
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
1922007
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
1882008
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
1712011
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
1692014
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
1662008
New routes from minimal approximation error to principal components
AA Miranda, YA Le Borgne, G Bontempi
Neural Processing Letters 27 (3), 197-207, 2008
1552008
Nie można teraz wykonać tej operacji. Spróbuj ponownie później.
Prace 1–20