Mélanie Hilario - Concepedia

Author

Mélanie Hilario

Also Known As

HILARIO MELANIE, Hilario, M, Hilario, Melanie, Hilario, Mélanie, M. Hilario, Mark Ryan I. Hilario, Melanie Hilario, Mélanie Hilario

Publications

2.4K

Citations

H-Index

Concepts

All Affiliations

University of Geneva University of Manchester SIB Swiss Institute of Bioinformatics University of Bari Aldo Moro Wellcome Trust

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	19	1.5K
2	Management	4	4	170
3	Medicine	4	4	70
4	Business	2	2	348
5	Arts	1	1	11

Mélanie Hilario

Publications

1.7K

Citations

H-Index

Page 1

	Year	Citations
Stability of feature selection algorithms: a study on high-dimensional spaces Alexandros Kalousis, Julien Prados, Mélanie Hilario Knowledge and Information Systems Image AnalysisMachine LearningData ScienceData MiningPattern Recognition	2006	597
Learning from imbalanced data in surveillance of nosocomial infection Gilles Cohen, Mélanie Hilario, Hugo Sax, Artificial Intelligence in Medicine EngineeringMachine LearningData ScienceData MiningPattern Recognition	2005	251
Stability of Feature Selection Algorithms Alexandros Kalousis, Julien Prados, Mélanie Hilario EngineeringMachine LearningData ScienceData MiningPattern Recognition	2006	121
The Data Mining OPtimization Ontology C. Maria Keet, Agnieszka Ławrynowicz, Claudia d’Amato, Journal of Web Semantics Ontology (Information Science)EngineeringData ScienceData MiningOntology Engineering	2015	97
On Data and Algorithms: Understanding Inductive Performance Alexandros Kalousis, João Gama, Mélanie Hilario Machine Learning EngineeringData ScienceData MiningUnderstanding Inductive PerformanceKnowledge Discovery	2004	80
Mining mass spectra for diagnosis and biomarker discovery of cerebral accidents Julien Prados, Alexandros Kalousis, Jean‐Charles Sanchez, PROTEOMICS	2004	70
Model selection via meta-learning: a comparative study Alexandros Kalousis, Mélanie Hilario Artificial IntelligenceEngineeringMachine LearningMeta-learningMetamodeling Technique	2002	65
Machine learning approaches to lung cancer prediction from mass spectra Mélanie Hilario, Alexandros Kalousis, Markus Müller, PROTEOMICS	2003	65
MODEL SELECTION VIA META-LEARNING: A COMPARATIVE STUDY Alexandros Kalousis, Mélanie Hilario International Journal of Artificial Intelligence Tools Artificial IntelligenceEngineeringMachine LearningMeta-learningMetamodeling Technique	2001	58
Using Meta-mining to Support Data Mining Workflow Planning and Optimization Phong Thanh Nguyen, Mélanie Hilario, Alexandros Kalousis Journal of Artificial Intelligence Research EngineeringBusiness IntelligenceDatabasesPattern DiscoverySoftware Engineering	2014	32

Page 1