Alexandros Kalousis 个人学术档案

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	总计	2019 年至今
引用	4947	2045
h 指数	37	23
i10 指数	66	43

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Melanie HilarioUniversity of Geneva在 unige.ch 的电子邮件经过验证
Julien PradosUniversity of Geneva在 unige.ch 的电子邮件经过验证
Magda GregorovaTechnical University of Applied Sciences Würzburg-Schweinfurt在 thws.de 的电子邮件经过验证
Jun WangAlibaba Group,US在 alibaba-inc.com 的电子邮件经过验证
Phong NguyenPrincipal Data Scientist在 expedia.com 的电子邮件经过验证
Huyen DoUniversity of Geneva在 unige.ch 的电子邮件经过验证
Jason RamapuramApple在 apple.com 的电子邮件经过验证
Stephane Marchand-MailletAssociate Professor of Computer Science, University of Geneva在 unige.ch 的电子邮件经过验证
Frantzeska LavdaUniversity of Geneva在 etu.unige.ch 的电子邮件经过验证
Prodromos KolyvakisPhd Student in Robotics, Control, and Intelligent systems, École polytechnique fédérale de Lausanne在 epfl.ch 的电子邮件经过验证
Dimitris KiritsisEPFL在 epfl.ch 的电子邮件经过验证
Grigorios G. AnagnostopoulosUniversity of Applied Sciences and Arts Western Switzerland在 hesge.ch 的电子邮件经过验证
Theoharis TheoharisNTNU | NKUA (part-time)在 idi.ntnu.no 的电子邮件经过验证
Hilan BensusanProfessor of philosophy, University of Brasilia在 unb.br 的电子邮件经过验证
Amina mollaysaPostdoc, University of Zurich在 uzh.ch 的电子邮件经过验证
Stathes HadjiefthymiadesDepartment of Informatics and Telecommunications, National and Kapodistrian University of Athens在 di.uoa.gr 的电子邮件经过验证
Christos (Chris) AnagnostopoulosAssociate Professor (Reader), School of Computing Science, University of Glasgow在 glasgow.ac.uk 的电子邮件经过验证
Ke SunData61 and Australian National University在 data61.csiro.au 的电子邮件经过验证
Raul PalmaPoznan Supercomputing and Networking Center在 man.poznan.pl 的电子邮件经过验证
Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TEC在 fep.up.pt 的电子邮件经过验证

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Alexandros Kalousis

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

在 hesge.ch 的电子邮件经过验证 - 首页

Machine Learning Data Mining


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
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	713	2007
Processing and classification of protein mass spectra M Hilario, A Kalousis, C Pellegrini, M Müller Mass spectrometry reviews 25 (3), 409-449, 2006	247	2006
Approaches to dimensionality reduction in proteomic biomarker studies M Hilario, A Kalousis Briefings in bioinformatics 9 (2), 102-118, 2008	183	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	160	1999
Parametric local metric learning for nearest neighbor classification J Wang, A Kalousis, A Woznica Advances in neural information processing systems 25, 2012	154	2012
Estimating the predictive accuracy of a classifier H Bensusan, A Kalousis European Conference on Machine Learning, 25-36, 2001	152	2001
Stability of feature selection algorithms A Kalousis, J Prados, M Hilario Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005	142	2005
Algorithm selection via meta-learning A Kalousis Verlag nicht ermittelbar, 2002	142	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	137	2010
Lifelong generative modeling J Ramapuram, M Gregorova, A Kalousis Neurocomputing 404, 381-400, 2020	134	2020
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	129	2015
On data and algorithms: Understanding inductive performance A Kalousis, J Gama, M Hilario Machine Learning 54 (3), 275-312, 2004	121	2004
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	118	2018
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	117	2009
Model selection via meta-learning: a comparative study A Kalousis, M Hilario Tools with Artificial Intelligence, 2000. ICTAI 2000. Proceedings. 12th IEEE …, 2000	110	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	106	2009
Metric learning with multiple kernels J Wang, A Woznica, A Kalousis Advances in neural information processing systems 24, 2011	101	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	94	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	91	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	89	2004

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