Cosmin Lazar

Publication Activity (10 Years)

Years Active: 2006-2019
Publications (10 Years): 2

Top Topics

Matrix Factorization

Gene Expression

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Briefings Bioinform.

Publications

Ioana Ciuciu, Augusta Bianca Ene, Cosmin Lazar
An ICT Project Case Study from Education: A Technology Review for a Data Engineering Pipeline. BIS (1) (2019)
Samuel Wieczorek, Florence Combes, Cosmin Lazar, Quentin Giai Gianetto, Laurent Gatto, Alexia Dorffer, Anne-Marie Hesse, Yohann Couté, Myriam Ferro, Christophe Bruley, Thomas Burger
DAPAR & ProStaR: software to perform statistical analyses in quantitative discovery proteomics. Bioinform. 33 (1) (2017)
Cosmin Lazar, Jonatan Taminau, Stijn Meganck, David Steenhoff, Alain Coletta, David Y. Weiss Solís, Colin Molter, Robin Duque, Hugues Bersini, Ann Nowé
GENESHIFT: A Nonparametric Approach for Integrating Microarray Gene Expression Data Based on the Inner Product as a Distance Measure between the Distributions of Genes. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (2) (2013)
Cosmin Lazar, Stijn Meganck, Jonatan Taminau, David Steenhoff, Alain Coletta, Colin Molter, David Y. Weiss Solís, Robin Duque, Hugues Bersini, Ann Nowé
Batch effect removal methods for microarray gene expression data integration: a survey. Briefings Bioinform. 14 (4) (2013)
Yunierkis Pérez-Castillo, Cosmin Lazar, Jonatan Taminau, Matheus Froeyen, Miguel Ángel Cabrera-Pérez, Ann Nowé
GA(M)E-QSAR: A Novel, Fully Automatic Genetic-Algorithm-(Meta)-Ensembles Approach for Binary Classification in Ligand-Based Drug Design. J. Chem. Inf. Model. 52 (9) (2012)
Cosmin Lazar, Jonatan Taminau, Stijn Meganck, David Steenhoff, Alain Coletta, Colin Molter, Virginie de Schaetzen, Robin Duque, Hugues Bersini, Ann Nowé
A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (4) (2012)
Cosmin Lazar, Luca Demarchi, David Steenhoff, Jonathan Cheung-Wai Chan, Ann Nowé, Hichem Sahli
Local linear spectral unmixing via cluster analysis and non-negative matrix factorization for hyperspectral (CHRIS/PROBA) imagery. IGARSS (2012)
Jonatan Taminau, Stijn Meganck, Cosmin Lazar, David Steenhoff, Alain Coletta, Colin Molter, Robin Duque, Virginie de Schaetzen, David Y. Weiss Solís, Hugues Bersini, Ann Nowé
Unlocking the potential of publicly available microarray data using inSilicoDb and inSilicoMerging R/Bioconductor packages. BMC Bioinform. 13 (2012)
Jonatan Taminau, David Steenhoff, Alain Coletta, Stijn Meganck, Cosmin Lazar, Virginie de Schaetzen, Robin Duque, Colin Molter, Hugues Bersini, Ann Nowé, David Y. Weiss Solís
inSilicoDb: an R/Bioconductor package for accessing human Affymetrix expert-curated datasets from GEO. Bioinform. 27 (22) (2011)
Jonatan Taminau, Stijn Meganck, Cosmin Lazar, David Y. Weiss Solís, Alain Coletta, Nic Walker, Hugues Bersini, Ann Nowé
Sequential Application of Feature Selection and Extraction for Predicting Breast Cancer Aggressiveness. CSBio (2010)
Cosmin Lazar, Andrei Doncescu, Nabil Kabbaj
Non Negative Matrix Factorisation clustering capabilities; application on multivariate image segmentation. Int. J. Bus. Intell. Data Min. 5 (3) (2010)
Cosmin Lazar, Danielle Nuzillard, Ann Nowé
A New Geometrical BSS Approach for Non Negative Sources. LVA/ICA (2010)
Cosmin Lazar, Danielle Nuzillard, Andrei Doncescu
Non Negative Matrix Factorization for Time Series of Medical Images Analysis. CISIS (2009)
Cosmin Lazar, Andrei Doncescu
Non Negative Matrix Factorization Clustering Capabilities; Application on Multivariate Image Segmentation. CISIS (2009)
Danielle Nuzillard, Cosmin Lazar
Partitional Clustering Techniques for Multi-Spectral Image Segmentation. J. Comput. 2 (10) (2007)
Danielle Nuzillard, Cosmin Lazar
Comparison of Two Unsupervised Methods of Classification for Segmenting Multi-Spectral Images. ICASSP (3) (2006)