Blaise Hanczar
Blaise Hanczar
IBISC, University of Evry
Verified email at ibisc.univ-evry.fr
Title
Cited by
Cited by
Year
Small-sample precision of ROC-related estimates
B Hanczar, J Hua, C Sima, J Weinstein, M Bittner, ER Dougherty
Bioinformatics 26 (6), 822-830, 2010
2692010
Analysis of feature selection stability on high dimension and small sample data
D Dernoncourt, B Hanczar, JD Zucker
Computational statistics & data analysis 71, 681-693, 2014
882014
Needle and surgical biopsy techniques differentially affect adipose tissue gene expression profiles
DM Mutch, J Tordjman, V Pelloux, B Hanczar, C Henegar, C Poitou, ...
The American journal of clinical nutrition 89 (1), 51-57, 2009
872009
Improving classification of microarray data using prototype-based feature selection
B Hanczar, M Courtine, A Benis, C Hennegar, K Clément, JD Zucker
ACM SIGKDD Explorations Newsletter 5 (2), 23-30, 2003
722003
Decorrelation of the true and estimated classifier errors in high-dimensional settings
B Hanczar, J Hua, ER Dougherty
EURASIP journal on Bioinformatics and Systems Biology 2007 (1), 38473, 2007
612007
Performance of error estimators for classification
ER Dougherty, C Sima, B Hanczar, UM Braga-Neto
Current Bioinformatics 5 (1), 53-67, 2010
592010
In Vivo Epinephrine-Mediated Regulation of Gene Expression in Human Skeletal Muscle
N Viguerie, K Clement, P Barbe, M Courtine, A Benis, D Larrouy, ...
The Journal of Clinical Endocrinology & Metabolism 89 (5), 2000-2014, 2004
592004
Accuracy-rejection curves (ARCs) for comparing classification methods with a reject option
MSA Nadeem, JD Zucker, B Hanczar
Machine Learning in Systems Biology, 65-81, 2009
572009
Classification with reject option in gene expression data
B Hanczar, ER Dougherty
Bioinformatics 24 (17), 1889-1895, 2008
562008
Using the bagging approach for biclustering of gene expression data
B Hanczar, M Nadif
Neurocomputing 74 (10), 1595-1605, 2011
482011
Ensemble methods for biclustering tasks
B Hanczar, M Nadif
Pattern Recognition 45 (11), 3938-3949, 2012
452012
Feature construction from synergic pairs to improve microarray-based classification
B Hanczar, JD Zucker, C Henegar, L Saitta
Bioinformatics 23 (21), 2866-2872, 2007
282007
On the comparison of classifiers for microarray data
B Hanczar, ER Dougherty
Current Bioinformatics 5 (1), 29-39, 2010
232010
Microarray profiling of human white adipose tissue after exogenous leptin injection
S Taleb, R Van Haaften, C Henegar, C Hukshorn, R Cancello, V Pelloux, ...
European journal of clinical investigation 36 (3), 153-163, 2006
202006
The reliability of estimated confidence intervals for classification error rates when only a single sample is available
B Hanczar, ER Dougherty
Pattern Recognition 46 (3), 1067-1077, 2013
162013
Bagging for biclustering: Application to microarray data
B Hanczar, M Nadif
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
162010
Combination of one-class support vector machines for classification with reject option
B Hanczar, M Sebag
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
72014
Precision-recall space to correct external indices for biclustering
B Hanczar, M Nadif
International Conference on Machine Learning, 136-144, 2013
72013
A new measure of classifier performance for gene expression data
B Hanczar, A Bar-Hen
IEEE/ACM transactions on computational biology and bioinformatics 9 (5 …, 2012
72012
Improving the biological relevance of biclustering for microarray data in using ensemble methods
B Hanczar, M Nadif
2011 22nd International Workshop on Database and Expert Systems Applications …, 2011
52011
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