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Alexandros Kalousis
Alexandros Kalousis
University of Applied Sciences, Western Switzerland (HES-SO).
Verified email at hesge.ch - Homepage
Title
Cited by
Cited by
Year
Stability of feature selection algorithms: a study on high-dimensional spaces
A Kalousis, J Prados, M Hilario
Knowledge and information systems 12, 95-116, 2007
6392007
Processing and classification of protein mass spectra
M Hilario, A Kalousis, C Pellegrini, M Müller
Mass spectrometry reviews 25 (3), 409-449, 2006
2392006
Approaches to dimensionality reduction in proteomic biomarker studies
M Hilario, A Kalousis
Briefings in bioinformatics 9 (2), 102-118, 2008
1692008
Model selection via meta-learning: a comparative study
K Alexandros, H Melanie
International Journal on Artificial Intelligence Tools 10 (04), 525-554, 2001
1512001
Parametric local metric learning for nearest neighbor classification
J Wang, A Kalousis, A Woznica
Advances in Neural Information Processing Systems 25, 2012
1492012
Estimating the predictive accuracy of a classifier
H Bensusan, A Kalousis
Machine Learning: ECML 2001: 12th European Conference on Machine Learning …, 2001
1492001
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
1451999
Algorithm selection via meta-learning
A Kalousis
University of Geneva, 2002
1342002
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, 1-16, 2010
1292010
Stability of feature selection algorithms
A Kalousis, J Prados, M Hilario
Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005
1262005
On data and algorithms: Understanding inductive performance
A Kalousis, J Gama, M Hilario
Machine Learning 54 (3), 275-312, 2004
1192004
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
1162009
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
1112015
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
1012009
Metric learning with multiple kernels
J Wang, A Woznica, A Kalousis
Advances in neural information processing systems 24, 2011
992011
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
852011
Machine learning approaches to lung cancer prediction from mass spectra
M Hilario, A Kalousis, M Müller, C Pellegrini
Proteomics 3 (9), 1716-1719, 2003
842003
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
832004
Deepalignment: Unsupervised ontology matching with refined word vectors
P Kolyvakis, A Kalousis, D Kiritsis
Proceedings of the 2018 Conference of the North American Chapter of the …, 2018
752018
Lifelong generative modeling
J Ramapuram, M Gregorova, A Kalousis
Neurocomputing 404, 381-400, 2020
742020
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