Concepedia

Mélanie Hilario

MH

28

Publications

1.7K

Citations

17

H-Index

1994

Active since

Affiliations

University of Geneva(Current)

University of Manchester

SIB Swiss Institute of Bioinformatics

University of Bari Aldo Moro

Mélanie Hilario is an author at University of Geneva specializing in engineering, data science, and knowledge discovery.

Top concepts

EngineeringData ScienceKnowledge DiscoveryData MiningComputer ScienceMachine LearningPattern RecognitionPredictive AnalyticsArtificial IntelligenceMedicine

Publications per year

1994–2015

28

Publications

28

Stability of feature selection algorithms: a study on high-dimensional spaces

Alexandros Kalousis, Julien Prados, Mélanie Hilario · Knowledge and Information Systems · 2006 · 597 citations

Image Analysis, Machine Learning, Data Science +11

Learning from imbalanced data in surveillance of nosocomial infection

Gilles Cohen, Mélanie Hilario, Hugo Sax et al. · Artificial Intelligence in Medicine · 2005 · 251 citations

Engineering, Machine Learning, Data Science +10

Stability of Feature Selection Algorithms

Alexandros Kalousis, Julien Prados, Mélanie Hilario · 2006 · 121 citations

Engineering, Machine Learning, Data Science +13

The Data Mining OPtimization Ontology

C. Maria Keet, Agnieszka Ławrynowicz, Claudia d’Amato et al. · Journal of Web Semantics · 2015 · 97 citations · Full text

Ontology (Information Science), Engineering, Data Science +7

On Data and Algorithms: Understanding Inductive Performance

Alexandros Kalousis, João Gama, Mélanie Hilario · Machine Learning · 2004 · 80 citations · Full text

Engineering, Data Science, Data Mining +7

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