Melanie Hilario
TitleCited byYear
Stability of feature selection algorithms: a study on high-dimensional spaces
A Kalousis, J Prados, M Hilario
Knowledge and information systems 12 (1), 95-116, 2007
4012007
Processing and classification of protein mass spectra
M Hilario, A Kalousis, C Pellegrini, M Mueller
Mass spectrometry reviews 25 (3), 409-449, 2006
2022006
Learning from imbalanced data in surveillance of nosocomial infection
G Cohen, M Hilario, H Sax, S Hugonnet, A Geissbuhler
Artificial intelligence in medicine 37 (1), 7-18, 2006
1942006
Approaches to dimensionality reduction in proteomic biomarker studies
M Hilario, A Kalousis
Briefings in bioinformatics 9 (2), 102-118, 2008
1262008
An overview of strategies for neurosymbolic integration
M Hilario
Connectionist-Symbolic Integration: From Unified to Hybrid Approaches, 13-36, 1997
1161997
Model selection via meta-learning: a comparative study
K Alexandros, H Melanie
International Journal on Artificial Intelligence Tools 10 (04), 525-554, 2001
1082001
On data and algorithms: Understanding inductive performance
A Kalousis, J Gama, M Hilario
Machine learning 54 (3), 275-312, 2004
962004
Stability of feature selection algorithms
A Kalousis, J Prados, M Hilario
Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005
792005
Mining mass spectra for diagnosis and biomarker discovery of cerebral accidents
J Prados, A Kalousis, JC Sanchez, L Allard, O Carrette, M Hilario
Proteomics 4 (8), 2320-2332, 2004
732004
Machine learning approaches to lung cancer prediction from mass spectra
M Hilario, A Kalousis, M Müller, C Pellegrini
Proteomics 3 (9), 1716-1719, 2003
722003
Ontology-based meta-mining of knowledge discovery workflows
M Hilario, P Nguyen, H Do, A Woznica, A Kalousis
Meta-learning in computational intelligence, 273-315, 2011
712011
A data mining ontology for algorithm selection and meta-mining
M Hilario, A Kalousis, P Nguyen, A Woznica
Proceedings of the ECML/PKDD09 Workshop on 3rd generation Data Mining (SoKD …, 2009
702009
The data mining optimization ontology
CM Keet, A Ławrynowicz, C d’Amato, A Kalousis, P Nguyen, R Palma, ...
Journal of web semantics 32, 43-53, 2015
532015
Feature selection for meta-learning
A Kalousis, M Hilario
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 222-233, 2001
492001
Fusion of meta-knowledge and meta-data for case-based model selection
M Hilario, A Kalousis
European Conference on Principles of Data Mining and Knowledge Discovery …, 2001
472001
Margin and radius based multiple kernel learning
H Do, A Kalousis, A Woznica, M Hilario
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
442009
Collusion in the US crop insurance program: applied data mining
BB Little, WL Johnston Jr, AC Lovell, RM Rejesus, SA Steed
Proceedings of the 2002 SIAM International Conference on Data Mining, 583-597, 2002
35*2002
Modular integration of connectionist and symbolic processing in knowledge-based systems
M Hilario, C Pellegrini, F Alexandre
Centre de Recherche en Informatique de Nancy, 1994
331994
Representational issues in meta-learning
A Kalousis, M Hilario
Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003
322003
Supervised knowledge discovery from incomplete data
A Kalousis, M Hilario
WIT Transactions on Information and Communication Technologies 25, 2000
292000
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Articles 1–20