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Kevin Dalleau · SciRah

Researcher profile · Semantic Scholar

Kevin Dalleau

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Kevin Dalleau — researcher profile on SciRah

h-index: 7
Works: 14
Citations: 286

Most-cited papers

Head-to-head comparison of clustering methods for heterogeneous data: a simulation-driven benchmark
Grégoire Preud'homme, K. Duarte, Kevin Dalleau, C. Lacomblez +10 more
2021Scientific Reports108 citations Open access
Semantic Scholar
Machine Learning-Derived Echocardiographic Phenotypes Predict Heart Failure Incidence in Asymptomatic Individuals.
M. Kobayashi, O. Huttin, M. Magnusson, J. Ferreira +15 more
2021JACC Cardiovascular Imaging84 citations Open access
Semantic Scholar
PGxCorpus, a manually annotated corpus for pharmacogenomics
Joël Legrand, Romain Gogdemir, C. Bousquet, Kevin Dalleau +9 more
2020Scientific Data29 citations Open access
Semantic Scholar
Semantic integration of medication data into the EHOP Clinical Data Warehouse
D. Delamarre, G. Bouzillé, Kevin Dalleau, Denis Courtel +1 more
2015Medical Informatics Europe24 citations
Semantic Scholar
Unsupervised Extremely Randomized Trees
Kevin Dalleau, Miguel Couceiro, Malika Smaïl-Tabbone
2018Pacific-Asia Conference on Knowledge Discovery and Data Mining13 citations Open access
Semantic Scholar
Learning from biomedical linked data to suggest valid pharmacogenes
Kevin Dalleau, Yassine Marzougui, Sébastien Da Silva, Patrice Ringot +2 more
2017Journal of Biomedical Semantics12 citations Open access
Semantic Scholar
Unsupervised extra trees: a stochastic approach to compute similarities in heterogeneous data
Kevin Dalleau, Miguel Couceiro, Malika Smaïl-Tabbone
2020International Journal of Data Science and Analysis8 citations Open access
Semantic Scholar
Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs
Kevin Dalleau, Miguel Couceiro, Malika Smaïl-Tabbone
2020International Symposium on Intelligent Data Analysis3 citations Open access
Semantic Scholar
Suggesting Valid Pharmacogenes by Mining Linked Data
Kevin Dalleau, N. Ndiaye, Adrien Coulet
2015Workshop on Semantic Web Applications and Tools for Life Sciences2 citations
Semantic Scholar
PGxCorpus: a Manually Annotated Corpus for Pharmacogenomics
Joël Legrand, Romain Gogdemir, Cédric Bousquet, Kevin Dalleau +9 more
2019bioRxiv1 citations Open access
Semantic Scholar
Using aggregation functions on structured data: a use case in the FIGHT-HF project
Kevin Dalleau, Miguel Couceiro, M. Devignes, Chedy Raïssi +1 more
20161 citations
Semantic Scholar
Clustering graphs using random trees
Kevin Dalleau, Miguel Couceiro, Malika Smaïl-Tabbone
20190 citations
Semantic Scholar
New Results - Knowledge Discovery in Healthcare and Life Sciences
Miguel Couceiro, Adrien Coulet, Kevin Dalleau, Joël Legrand +6 more
20150 citations
Semantic Scholar
Dissimilarities Using Random Trees: Application to Clustering in Graphs
Kevin Dalleau, Miguel Couceiro, Malika Smaïl-Tabbone
0 citations
Semantic Scholar

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