Alexandros Kalousis
Alexandros Kalousis
University of Applied Sciences, Western Switzerland (HES-SO).
Vahvistettu sähköpostiosoite verkkotunnuksessa hesge.ch - Kotisivu
NimikeViittauksetVuosi
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 Müller
Mass spectrometry reviews 25 (3), 409-449, 2006
2022006
Approaches to dimensionality reduction in proteomic biomarker studies
M Hilario, A Kalousis
Briefings in bioinformatics 9 (2), 102-118, 2008
1272008
Parametric local metric learning for nearest neighbor classification
J Wang, A Kalousis, A Woznica
Advances in Neural Information Processing Systems, 1601-1609, 2012
1182012
NOEMON: Design, implementation and performance results of an intelligent assistant for classi er selection
A Kalousis, T Theoharis
Intelligent Data Analysis 3 (5), 319-337, 1999
1151999
Model selection via meta-learning: a comparative study
A KALOUSIS, M HILARIO
International Journal on Artificial Intelligence Tools 10 (04), 525-554, 2001
108*2001
Model selection via meta-learning: a comparative study
A Kalousis, M Hilario
Tools with Artificial Intelligence, 2000. ICTAI 2000. Proceedings. 12th IEEE …, 2000
108*2000
Estimating the predictive accuracy of a classifier
H Bensusan, A Kalousis
European Conference on Machine Learning, 25-36, 2001
1052001
Addressing the challenge of defining valid proteomic biomarkers and classifiers
M Dakna, K Harris, A Kalousis, S Carpentier, W Kolch, JP Schanstra, ...
BMC bioinformatics 11 (1), 594, 2010
982010
On data and algorithms: Understanding inductive performance
A Kalousis, J Gama, M Hilario
Machine Learning 54 (3), 275-312, 2004
972004
Algorithm selection via meta-learning
A Kalousis
University of Geneva, 2002
902002
Predicting the location of mobile users: a machine learning approach
T Anagnostopoulos, C Anagnostopoulos, S Hadjiefthymiades, ...
Proceedings of the 2009 international conference on Pervasive services, 65-72, 2009
842009
Stability of feature selection algorithms
A Kalousis, J Prados, M Hilario
Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005
802005
Metric learning with multiple kernels
J Wang, HT Do, A Woznica, A Kalousis
Advances in neural information processing systems, 1170-1178, 2011
772011
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
542015
Feature selection for meta-learning
A Kalousis, M Hilario
Advances in Knowledge Discovery and Data Mining, 222-233, 2001
492001
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Artikkelit 1–20