Comparison of Two Unsupervised Methods of Classification for Segmenting Multi-Spectral Images. - Danielle Nuzillard; Cosmin Lazar (ICASSP (3), 2006)

Partitional Clustering Techniques for Multi-Spectral Image Segmentation. - Danielle Nuzillard; Cosmin Lazar (J. Comput., 2007)

Non Negative Matrix Factorization Clustering Capabilities; Application on Multivariate Image Segmentation. - Cosmin Lazar; Andrei Doncescu (CISIS, 2009)

Non Negative Matrix Factorization for Time Series of Medical Images Analysis. - Cosmin Lazar; Danielle Nuzillard; Andrei Doncescu (CISIS, 2009)

Sequential Application of Feature Selection and Extraction for Predicting Breast Cancer Aggressiveness. - Jonatan Taminau; Stijn Meganck; Cosmin Lazar; David Y. Weiss Solís; Alain Coletta; Nic Walker; Hugues Bersini; Ann Nowé (CSBio, 2010)

A New Geometrical BSS Approach for Non Negative Sources. - Cosmin Lazar; Danielle Nuzillard; Ann Nowé (LVA/ICA, 2010)

Non Negative Matrix Factorisation clustering capabilities; application on multivariate image segmentation. - Cosmin Lazar; Andrei Doncescu; Nabil Kabbaj (Int. J. Bus. Intell. Data Min., 2010)

inSilicoDb: an R/Bioconductor package for accessing human Affymetrix expert-curated datasets from GEO. - 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 (Bioinform., 2011)

Local linear spectral unmixing via cluster analysis and non-negative matrix factorization for hyperspectral (CHRIS/PROBA) imagery. - Cosmin Lazar; Luca Demarchi; David Steenhoff; Jonathan Cheung-Wai Chan; Ann Nowé; Hichem Sahli (IGARSS, 2012)

Unlocking the potential of publicly available microarray data using inSilicoDb and inSilicoMerging R/Bioconductor packages. - 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 (BMC Bioinform., 2012)

GA(M)E-QSAR: A Novel, Fully Automatic Genetic-Algorithm-(Meta)-Ensembles Approach for Binary Classification in Ligand-Based Drug Design. - Yunierkis Pérez-Castillo; Cosmin Lazar; Jonatan Taminau; Matheus Froeyen; Miguel Ángel Cabrera-Pérez; Ann Nowé (J. Chem. Inf. Model., 2012)

A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis. - Cosmin Lazar; Jonatan Taminau; Stijn Meganck; David Steenhoff; Alain Coletta; Colin Molter; Virginie de Schaetzen; Robin Duque; Hugues Bersini; Ann Nowé (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Batch effect removal methods for microarray gene expression data integration: a survey. - Cosmin Lazar; Stijn Meganck; Jonatan Taminau; David Steenhoff; Alain Coletta; Colin Molter; David Y. Weiss Solís; Robin Duque; Hugues Bersini; Ann Nowé (Briefings Bioinform., 2013)

GENESHIFT: A Nonparametric Approach for Integrating Microarray Gene Expression Data Based on the Inner Product as a Distance Measure between the Distributions of Genes. - Cosmin Lazar; Jonatan Taminau; Stijn Meganck; David Steenhoff; Alain Coletta; David Y. Weiss Solís; Colin Molter; Robin Duque; Hugues Bersini; Ann Nowé (IEEE ACM Trans. Comput. Biol. Bioinform., 2013)

DAPAR & ProStaR: software to perform statistical analyses in quantitative discovery proteomics. - Samuel Wieczorek; Florence Combes; Cosmin Lazar; Quentin Giai Gianetto; Laurent Gatto; Alexia Dorffer; Anne-Marie Hesse; Yohann Couté; Myriam Ferro; Christophe Bruley; Thomas Burger (Bioinform., 2017)

An ICT Project Case Study from Education: A Technology Review for a Data Engineering Pipeline. - Ioana Ciuciu; Augusta Bianca Ene; Cosmin Lazar (BIS (1), 2019)