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Cosmin Lazar
Publication Activity (10 Years)
Years Active: 2006-2019
Publications (10 Years): 2
Top Topics
Matrix Factorization
Hyperspectral
Microarray
Gene Expression
Top Venues
IEEE ACM Trans. Comput. Biol. Bioinform.
Bioinform.
BMC Bioinform.
Briefings Bioinform.
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Publications
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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)