Alexandros Kalousis

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Melanie HilarioUniversity of GenevaVerified email at unige.ch
Julien PradosUniversity of GenevaVerified email at unige.ch
Magda GregorovaTechnical University of Applied Sciences Würzburg-SchweinfurtVerified email at thws.de
Jun WangAlibaba Group,USVerified email at alibaba-inc.com
Phong NguyenPrincipal Data ScientistVerified email at expedia.com
Frantzeska LavdaUniversity of GenevaVerified email at etu.unige.ch
Huyen DoUniversity of GenevaVerified email at unige.ch
Jason RamapuramAppleVerified email at apple.com
Stephane Marchand-MailletAssociate Professor of Computer Science, University of GenevaVerified email at unige.ch
Prodromos KolyvakisPhd Student in Robotics, Control, and Intelligent systems, École polytechnique fédérale de LausanneVerified email at epfl.ch
Dimitris KiritsisEPFLVerified email at epfl.ch
Grigorios G. AnagnostopoulosUniversity of Applied Sciences and Arts Western SwitzerlandVerified email at hesge.ch
Theoharis TheoharisNTNU | NKUA (part-time)Verified email at idi.ntnu.no
Hilan BensusanProfessor of philosophy, University of BrasiliaVerified email at unb.br
Amina mollaysaML research scientist for drug design, Johnson & Johnson Innovative medicineVerified email at uzh.ch
Stathes HadjiefthymiadesDepartment of Informatics and Telecommunications, National and Kapodistrian University of AthensVerified email at di.uoa.gr
Christos (Chris) AnagnostopoulosAssociate Professor (Reader), School of Computing Science, University of GlasgowVerified email at glasgow.ac.uk
Ke SunData61 and Australian National UniversityVerified email at data61.csiro.au
Raul PalmaPoznan Supercomputing and Networking CenterVerified email at man.poznan.pl
Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TECVerified email at fep.up.pt

Alexandros Kalousis

University of Applied Sciences, Western Switzerland (HES-SO).

Verified email at hesge.ch - Homepage

Machine Learning Data Mining


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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	737	2007
Processing and classification of protein mass spectra M Hilario, A Kalousis, C Pellegrini, M Müller Mass spectrometry reviews 25 (3), 409-449, 2006	253	2006
Approaches to dimensionality reduction in proteomic biomarker studies M Hilario, A Kalousis Briefings in bioinformatics 9 (2), 102-118, 2008	191	2008
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	165	1999
Parametric local metric learning for nearest neighbor classification J Wang, A Kalousis, A Woznica Advances in neural information processing systems 25, 2012	155	2012
Estimating the predictive accuracy of a classifier H Bensusan, A Kalousis European Conference on Machine Learning, 25-36, 2001	154	2001
Lifelong generative modeling J Ramapuram, M Gregorova, A Kalousis Neurocomputing 404, 381-400, 2020	145	2020
Stability of feature selection algorithms A Kalousis, J Prados, M Hilario Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005	145	2005
Algorithm selection via meta-learning A Kalousis Verlag nicht ermittelbar, 2002	143	2002
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	138	2010
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	132	2015
Deepalignment: Unsupervised ontology matching with refined word vectors P Kolyvakis, A Kalousis, D Kiritsis Proceedings of the 16th Annual Conference of the North American Chapter of …, 2018	128	2018
On data and algorithms: Understanding inductive performance A Kalousis, J Gama, M Hilario Machine Learning 54 (3), 275-312, 2004	124	2004
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	118	2009
Model selection via meta-learning: a comparative study A Kalousis, M Hilario Tools with Artificial Intelligence, 2000. ICTAI 2000. Proceedings. 12th IEEE …, 2000	111	2000
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	108	2009
Metric learning with multiple kernels J Wang, A Woznica, A Kalousis Advances in neural information processing systems 24, 2011	102	2011
Machine learning approaches to lung cancer prediction from mass spectra M Hilario, A Kalousis, M Müller, C Pellegrini Proteomics 3 (9), 1716-1719, 2003	95	2003
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	93	2011
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	91	2004

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