Arnaud Droit

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 13

Top Topics

Biological Data

Class Separability

Mutual Information

Top Venues

Briefings Bioinform.

Publications

Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection. Stat. Comput. 34 (5) (2024)
Louis Ohl, Pierre-Alexandre Mattei, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Kernel KMeans clustering splits for end-to-end unsupervised decision trees. CoRR (2024)
Marie-Pier Scott-Boyer, Pascal Dufour, François Belleau, Régis Ongaro-Carcy, Clément Plessis, Olivier Périn, Arnaud Droit
Use of Elasticsearch-based business intelligence tools for integration and visualization of biological data. Briefings Bioinform. 24 (6) (2023)
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Sparse GEMINI for Joint Discriminative Clustering and Feature Selection. CoRR (2023)
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Generalised Mutual Information: a Framework for Discriminative Clustering. CoRR (2023)
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Generalised Mutual Information for Discriminative Clustering. CoRR (2022)
Antoine Bodein, Marie-Pier Scott-Boyer, Olivier Périn, Kim-Anh Lê Cao, Arnaud Droit
timeOmics: an R package for longitudinal multi-omics data integration. Bioinform. 38 (2) (2022)
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Generalised Mutual Information for Discriminative Clustering. NeurIPS (2022)
Régis Ongaro-Carcy, Marie-Pier Scott-Boyer, Adrien Dessemond, François Belleau, Mickael Leclercq, Olivier Périn, Arnaud Droit
KibioR & Kibio: a new architecture for next-generation data querying and sharing in big biology. Bioinform. 37 (17) (2021)
Gwenaëlle G. Lemoine, Marie-Pier Scott-Boyer, Bathilde Ambroise, Olivier Périn, Arnaud Droit
GWENA: gene co-expression networks analysis and extended modules characterization in a single Bioconductor package. BMC Bioinform. 22 (1) (2021)
Jean-Sébastien Milanese, Chabane Tibiche, Naif Zaman, Jinfeng Zou, Pengyong Han, Zhigang Meng, André Nantel, Arnaud Droit, Edwin Wang
eTumorMetastasis: A Network-based Algorithm Predicts Clinical Outcomes Using Whole-exome Sequencing Data of Cancer Patients. Genom. Proteom. Bioinform. 19 (6) (2021)
Audrey Lemaçon, Charles Joly Beauparlant, Penny Soucy, Jamie Allen, Douglas F. Easton, Peter Kraft, Jacques Simard, Arnaud Droit
VEXOR: an integrative environment for prioritization of functional variants in fine-mapping analysis. Bioinform. 33 (9) (2017)
Charles Joly Beauparlant, Fabien C. Lamaze, Astrid Deschênes, Rawane Samb, Audrey Lemaçon, Pascal Belleau, Steve Bilodeau, Arnaud Droit
metagene Profiles Analyses Reveal Regulatory Element's Factor-Specific Recruitment Patterns. PLoS Comput. Biol. 12 (8) (2016)
Frédéric Fournier, Charles Joly Beauparlant, René Paradis, Arnaud Droit
rTANDEM, an R/Bioconductor package for MS/MS protein identification. Bioinform. 30 (15) (2014)
Michel Dumontier, Alison Callahan, Jose Cruz-Toledo, Peter Ansell, Vincent Emonet, François Belleau, Arnaud Droit
Bio2RDF Release 3: A larger, more connected network of Linked Data for the Life Sciences. ISWC (Posters & Demos) (2014)
Alexei Nordell Markovits, Charles Joly Beauparlant, Dominique Toupin, Shengrui Wang, Arnaud Droit, Nicolas Gevry
NGS++: a library for rapid prototyping of epigenomics software tools. Bioinform. 29 (15) (2013)
Arnaud Droit, Charles Cheung, Raphael Gottardo
rMAT - an R/Bioconductor package for analyzing ChIP-chip experiments. Bioinform. 26 (5) (2010)
Fang-Xiang Wu, Pierre Gagné, Arnaud Droit, Guy G. Poirier
Quality assessment of peptide tandem mass spectra. BMC Bioinform. 9 (S-6) (2008)
Arnaud Droit, Joanna M. Hunter, Michèle Rouleau, Chantal Ethier, Aude Picard-Cloutier, David Bourgais, Guy G. Poirier
PARPs database: A LIMS systems for protein-protein interaction data mining or laboratory information management system. BMC Bioinform. 8 (2007)
Fang-Xiang Wu, Pierre Gagné, Arnaud Droit, Guy G. Poirier
Quality Assessment of Peptide Tandem Mass Spectra. IMSCCS (1) (2006)