Alexandros Kalousis

Cited by

	All	Since 2018
Citations	4480	1841
h-index	34	25
i10-index	66	41

440

220

110

330

20002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202314 31 19 13 30 83 65 100 154 152 212 181 213 257 246 267 263 280 275 279 325 367 426 162

Public access

View all

25 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Melanie HilarioUniversity of GenevaVerified email at unige.ch
Julien PradosUniversity of GenevaVerified email at unige.ch
Jun WangAlibaba Group,USVerified email at alibaba-inc.com
Phong NguyenPrincipal Data ScientistVerified email at expedia.com
Magda GregorovaTechnical University of Applied Sciences Würzburg-SchweinfurtVerified email at thws.de
Huyen DoUniversity of GenevaVerified email at unige.ch
Stephane Marchand-MailletAssociate Professor of Computer Science, University of GenevaVerified email at unige.ch
Jason RamapuramAppleVerified email at apple.com
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
Frantzeska LavdaUniversity of GenevaVerified email at etu.unige.ch
Stathes HadjiefthymiadesDepartment of Informatics and Telecommunications, National and Kapodistrian University of AthensVerified email at di.uoa.gr
Christos (Chris) AnagnostopoulosAssociate Professor, School of Computing Science, University of GlasgowVerified email at glasgow.ac.uk
Amina mollaysaPostdoc, University of ZurichVerified email at etu.unige.ch
Ke SunData61 and Australian National UniversityVerified email at data61.csiro.au
Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TECVerified email at fep.up.pt
Raul PalmaPoznan Supercomputing and Networking CenterVerified email at man.poznan.pl

Alexandros Kalousis

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

Verified email at hesge.ch - Homepage

Machine Learning Data Mining


Title Sort by citations Sort by year Sort by 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	657	2007
Processing and classification of protein mass spectra M Hilario, A Kalousis, C Pellegrini, M Müller Mass spectrometry reviews 25 (3), 409-449, 2006	242	2006
Approaches to dimensionality reduction in proteomic biomarker studies M Hilario, A Kalousis Briefings in bioinformatics 9 (2), 102-118, 2008	174	2008
Model selection via meta-learning: a comparative study K Alexandros, H Melanie International Journal on Artificial Intelligence Tools 10 (04), 525-554, 2001	151	2001
Estimating the predictive accuracy of a classifier H Bensusan, A Kalousis Machine Learning: ECML 2001: 12th European Conference on Machine Learning …, 2001	150	2001
Parametric local metric learning for nearest neighbor classification J Wang, A Kalousis, A Woznica Advances in Neural Information Processing Systems 25, 2012	149	2012
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	147	1999
Algorithm selection via meta-learning A Kalousis University of Geneva, 2002	138	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	132	2010
Stability of feature selection algorithms A Kalousis, J Prados, M Hilario Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005	130	2005
On data and algorithms: Understanding inductive performance A Kalousis, J Gama, M Hilario Machine Learning 54 (3), 275-312, 2004	122	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
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	115	2015
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	104	2009
Metric learning with multiple kernels J Wang, A Woznica, A Kalousis Advances in neural information processing systems 24, 2011	99	2011
Lifelong generative modeling J Ramapuram, M Gregorova, A Kalousis Neurocomputing 404, 381-400, 2020	88	2020
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	87	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	87	2003
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	84	2004
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	82	2018

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors