Emilie Renard

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 5

Top Topics

Microarray Data

Gene Expression Datasets

Dimensionality Reduction

Differentially Expressed

Top Venues

Catholic University of Louvain, Louvain-la-Neuve, Belgium (PHD)

Education History

Catholic University of Louvain, Louvain-la-Neuve, Belgium

PHD

Publications

Emilie Renard, Pierre-Antoine Absil, Kyle A. Gallivan
Minimax center to extract a common subspace from multiple datasets. ESANN (2019)
Emilie Renard, Kyle A. Gallivan, Pierre-Antoine Absil
A Grassmannian Minimum Enclosing Ball Approach for Common Subspace Extraction. LVA/ICA (2018)
Emilie Renard, Pierre-Antoine Absil
Comparison of location-scale and matrix factorization batch effect removal methods on gene expression datasets. BIBM (2017)
Emilie Renard, Samuel Branders, Pierre-Antoine Absil
Independent Component Analysis to Remove Batch Effects from Merged Microarray Datasets. WABI (2016)
Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil
Spatiotemporal ICA improves the selection of differentially expressed genes. ESANN (2016)
Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil
Capturing confounding sources of variation in DNA methylation data by spatiotemporal independent component analysis. ESANN (2014)
Emilie Renard, Pierre Dupont, Michel Verleysen
User Control for Adjusting Conflicting Objectives in Parameter-dependent Visualization of Data. VAMP@EuroVis (2013)
John Aldo Lee, Emilie Renard, Guillaume Bernard, Pierre Dupont, Michel Verleysen
Type 1 and 2 mixtures of Kullback-Leibler divergences as cost functions in dimensionality reduction based on similarity preservation. Neurocomputing 112 (2013)