Mykola Pechenizkiy

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	All	Since 2016
Citations	8492	5411
h-index	40	30
i10-index	114	74

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Co-authors

Alexey TsymbalSiemens AGVerified email at siemens.com
Indrė ŽliobaitėUniversity of HelsinkiVerified email at helsinki.fi
Paul De BraProfessor of Computer Science, Eindhoven University of TechnologyVerified email at tue.nl
Toon CaldersUniversity of AntwerpVerified email at uantwerpen.be
Joao GamaProfessor, Faculty of Economics, University of PortoVerified email at fep.up.pt
Sebastián VenturaProfessor of Computer Science and Artificial Intelligence, University of CordobaVerified email at uco.es
Cristobal RomeroFull Professor in University of Cordoba and member of KDIS Research GroupVerified email at uco.es
Padraig CunninghamProfessor of Knowledge and Data Engineering, University College DublinVerified email at ucd.ie
George H. L. FletcherEindhoven University of TechnologyVerified email at tue.nl
Yulong PeiEindhoven University of TechnologyVerified email at tue.nl
Jorn BakkerPhD Candidate, Eindhoven University of TechnologyVerified email at tue.nl
Wil van der AalstProfessor of Process and Data Science, RWTH Aachen University || Fraunhofer FIT || TU/e || TiUVerified email at pads.rwth-aachen.de
Faisal KamiranInformation Technology University of The PunjabVerified email at itu.edu.pk
Albert BifetTélécom ParisTech & University of WaikatoVerified email at telecom-paristech.fr
Paolo SodaAssistant professor of Computer Science and Computer Engineering, Università Campus Bio-Medico di RomaVerified email at unicampus.it
Ryan BakerUniversity of PennsylvaniaVerified email at upenn.edu
Alexandr MaslovEindhoven University of TechnologyVerified email at tue.nl
José María LunaAssistant Professor at University of CordobaVerified email at uco.es
R. P. Jagadeesh Chandra BoseDepartment of Mathematics and Computer Science, Eindhoven University of Technology, The NetherlandsVerified email at tue.nl
Tommi KärkkäinenProfessor of Mathematical Information Technology, University of JyvaskylaVerified email at jyu.fi

Mykola Pechenizkiy

Eindhoven University of Technology

Verified email at tue.nl - Homepage

data mining predictive analytics fairness transparency accountability


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A survey on concept drift adaptation J Gama, I Žliobaitė, A Bifet, M Pechenizkiy, A Bouchachia ACM computing surveys (CSUR) 46 (4), 1-37, 2014	1651	2014
Predicting Students Drop Out: A Case Study. GW Dekker, M Pechenizkiy, JM Vleeshouwers International Working Group on Educational Data Mining, 2009	487	2009
Handbook of educational data mining C Romero, S Ventura, M Pechenizkiy, RSJ Baker CRC press, 2010	473	2010
Diversity in search strategies for ensemble feature selection A Tsymbal, M Pechenizkiy, P Cunningham Information fusion 6 (1), 83-98, 2005	331	2005
AH 12 years later: a comprehensive survey of adaptive hypermedia methods and techniques E Knutov, P De Bra, M Pechenizkiy New review of hypermedia and multimedia 15 (1), 5-38, 2009	249	2009
Dynamic integration of classifiers for handling concept drift A Tsymbal, M Pechenizkiy, P Cunningham, S Puuronen Information fusion 9 (1), 56-68, 2008	236	2008
Discrimination aware decision tree learning F Kamiran, T Calders, M Pechenizkiy 2010 IEEE International Conference on Data Mining, 869-874, 2010	233	2010
What's your current stress level? Detection of stress patterns from GSR sensor data J Bakker, M Pechenizkiy, N Sidorova 2011 IEEE 11th international conference on data mining workshops, 573-580, 2011	229	2011
Building classifiers with independency constraints T Calders, F Kamiran, M Pechenizkiy 2009 IEEE International Conference on Data Mining Workshops, 13-18, 2009	215	2009
Handling concept drift in process mining RPJC Bose, WMP van der Aalst, I Žliobaitė, M Pechenizkiy International Conference on Advanced Information Systems Engineering, 391-405, 2011	206	2011
An overview of concept drift applications I Žliobaitė, M Pechenizkiy, J Gama Big data analysis: new algorithms for a new society, 91-114, 2016	189	2016
Stress detection from speech and galvanic skin response signals H Kurniawan, AV Maslov, M Pechenizkiy Proceedings of the 26th IEEE International Symposium on Computer-Based …, 2013	164	2013
Dealing with concept drifts in process mining RPJC Bose, WMP Van Der Aalst, I Žliobaitė, M Pechenizkiy IEEE transactions on neural networks and learning systems 25 (1), 154-171, 2013	146	2013
A response time model for bottom-out hints as worked examples B Shih, KR Koedinger, R Scheines Handbook of educational data mining, 201-212, 2011	141	2011
Graph-based n-gram language identification on short texts E Tromp, M Pechenizkiy Proc. 20th Machine Learning conference of Belgium and The Netherlands, 27-34, 2011	137	2011
Dynamic integration with random forests A Tsymbal, M Pechenizkiy, P Cunningham European conference on machine learning, 801-808, 2006	100	2006
Introduction to the special section on educational data mining T Calders, M Pechenizkiy Acm Sigkdd Explorations Newsletter 13 (2), 3-6, 2012	99	2012
Process mining from educational data N Trcka, M Pechenizkiy, W van der Aalst Handbook of educational data mining, 123-142, 2010	85	2010
Class noise and supervised learning in medical domains: The effect of feature extraction M Pechenizkiy, A Tsymbal, S Puuronen, O Pechenizkiy 19th IEEE symposium on computer-based medical systems (CBMS'06), 708-713, 2006	85	2006
Process Mining Online Assessment Data. M Pechenizkiy, N Trcka, E Vasilyeva, W Van der Aalst, P De Bra International Working Group on Educational Data Mining, 2009	81	2009

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