Suggesting valid pharmacogenes by mining linked data
Kevin Dalleau
,
Ndeye Coumba Ndiaye
,
Adrien Coulet
Semantic Web Applications and Tools for Life Sciences (SWAT4LS) 2015 , Dec 2015, Cambridge, United Kingdom
Conference papers
hal-01239568v1
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Prédiction de défauts dans les arbres du parc végétal Grenoblois et préconisations pour les futures plantations
Yelen Per
,
Kevin Dalleau
,
Malika Smaïl-Tabbone
EGC 2017 - Extraction et Gestion des Connaissances , Jan 2017, Grenoble, France. pp.237-248
Conference papers
hal-01611504v1
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Clustering graphs using random trees
Kevin Dalleau
,
Miguel Couceiro
,
Malika Smaïl-Tabbone
2019
Preprints, Working Papers, ...
hal-02282207v1
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Head-to-head comparison of clustering methods for heterogeneous data: a simulation-driven benchmark
Gregoire Preud'Homme
,
Kévin Duarte
,
Kevin Dalleau
,
Claire Lacomblez
,
Emmanuel Bresso
et al.
Journal articles
hal-03165272v1
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Les forêts d'arbres extrêmement aléatoires : utilisation dans un cadre non supervisé
Kevin Dalleau
,
Miguel Couceiro
,
Malika Smaïl-Tabbone
EGC 2019 - 19ème Conférence Francophone sur l'Extraction et Gestion des connaissances , Jan 2019, Metz, France. pp.395-400
Conference papers
hal-02099532v1
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Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs
Kevin Dalleau
,
Miguel Couceiro
,
Malika Smail-Tabbone
2019
Preprints, Working Papers, ...
hal-02427563v1
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Using aggregation functions on structured data: a use case in the FIGHT-HF project
Kevin Dalleau
,
Miguel Couceiro
,
Marie-Dominique Devignes
,
Chedy Raïssi
,
Malika Smaïl-Tabbone
et al.
International Symposium on Aggregation and Structures (ISAS 2016) , Jul 2016, Luxembourg, Luxembourg
Conference papers
hal-01399232v1
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Learning from biomedical linked data to suggest valid pharmacogenes
Kevin Dalleau
,
Yassine Marzougui
,
Sébastien da Silva
,
Patrice Ringot
,
Ndeye Coumba Ndiaye
et al.
Journal articles
hal-01511773v1
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Unsupervised extremely randomized trees
Kevin Dalleau
,
Miguel Couceiro
,
Malika Smaïl-Tabbone
PAKDD 2018 - The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining , May 2018, Melbourne, Australia
Conference papers
hal-01667317v2
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Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs
Kevin Dalleau
,
Miguel Couceiro
,
Malika Smaïl-Tabbone
IDA 2020 -18th International Symposium on Intelligent Data Analysis , Jun 2020, Konstanz / Virtual, Germany. pp.132-144,
⟨10.1007/978-3-030-44584-3_11⟩
Conference papers
hal-02864678v1
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Une approche stochastique à base d’arbres aléatoires pour le calcul de dissimilarités : application au clustering pour diverses structures de données
Kevin Dalleau
Theses
tel-03598291v1
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Unsupervised Extra Trees: a stochastic approach to compute similarities in heterogeneous data.
Kevin Dalleau
,
Miguel Couceiro
,
Malika Smaïl-Tabbone
International Journal of Data Science and Analytics , 2020, Advances in Intelligent Data Analysis {XVIII} - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Lecture Notes in Computer Science (12080), pp.132-144.
⟨10.1007/s41060-020-00214-4⟩
Journal articles
hal-01982232v1
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PGxCorpus, a manually annotated corpus for pharmacogenomics
Joël Legrand
,
Romain Gogdemir
,
Cedric Bousquet
,
Kevin Dalleau
,
Marie-Dominique Devignes
et al.
Journal articles
hal-02547607v1
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