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Gianluca Bontempi
Gianluca Bontempi
Full professor, Machine Learning Group, Université Libre de Bruxelles
Email verificata su ulb.ac.be - Home page
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Citata da
Citata da
Anno
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
30302016
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
9522008
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), 1239-1246, 2007
9412007
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
9012015
Machine learning strategies for time series forecasting
G Bontempi, S Ben Taieb, YA Le Borgne
Business Intelligence: Second European Summer School, eBISS 2012, Brussels …, 2013
8262013
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
7732012
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
6712015
minet: A R/Bioconductor Package for Inferring Large Transcriptional Networks Using Mutual Information
PE Meyer, F Lafitte, G Bontempi
BMC bioinformatics 9, 1-10, 2008
6492008
Credit card fraud detection: a realistic modeling and a novel learning strategy
A Dal Pozzolo, G Boracchi, O Caelen, C Alippi, G Bontempi
IEEE transactions on neural networks and learning systems 29 (8), 3784-3797, 2017
5762017
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
5632007
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
5612014
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, 1-12, 2008
4232008
Combining unsupervised and supervised learning in credit card fraud detection
F Carcillo, YA Le Borgne, O Caelen, Y Kessaci, F Oblé, G Bontempi
Information sciences 557, 317-331, 2021
4122021
New functionalities in the TCGAbiolinks package for the study and integration of cancer data from GDC and GTEx
M Mounir, M Lucchetta, TC Silva, C Olsen, G Bontempi, X Chen, ...
PLoS computational biology 15 (3), e1006701, 2019
4022019
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
3742012
Lazy learning for local modelling and control design
G Bontempi, M Birattari, H Bersini
International Journal of Control 72 (7-8), 643-658, 1999
3511999
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
3412008
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
3132007
Multiple-output modeling for multi-step-ahead time series forecasting
SB Taieb, A Sorjamaa, G Bontempi
Neurocomputing 73 (10-12), 1950-1957, 2010
2882010
mRMRe: an R package for parallelized mRMR ensemble feature selection
N De Jay, S Papillon-Cavanagh, C Olsen, N El-Hachem, G Bontempi, ...
Bioinformatics 29 (18), 2365-2368, 2013
2702013
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20