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Mykola Pechenizkiy
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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
23842014
Handbook of educational data mining
C Romero, S Ventura, M Pechenizkiy, RSJ Baker
CRC press, 2010
5642010
Predicting Students Drop Out: A Case Study.
GW Dekker, M Pechenizkiy, JM Vleeshouwers
International Working Group on Educational Data Mining, 2009
5632009
Building classifiers with independency constraints
T Calders, F Kamiran, M Pechenizkiy
2009 IEEE International Conference on Data Mining Workshops, 13-18, 2009
4002009
Diversity in search strategies for ensemble feature selection
A Tsymbal, M Pechenizkiy, P Cunningham
Information fusion 6 (1), 83-98, 2005
3642005
Discrimination aware decision tree learning
F Kamiran, T Calders, M Pechenizkiy
2010 IEEE international conference on data mining, 869-874, 2010
3202010
An overview of concept drift applications
I Žliobaitė, M Pechenizkiy, J Gama
Big data analysis: new algorithms for a new society, 91-114, 2016
3132016
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
3062011
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
2742009
Dynamic integration of classifiers for handling concept drift
A Tsymbal, M Pechenizkiy, P Cunningham, S Puuronen
Information fusion 9 (1), 56-68, 2008
2622008
Handling concept drift in process mining
RP Bose, WMP van der Aalst, I Žliobaitė, M Pechenizkiy
International Conference on Advanced Information Systems Engineering, 391-405, 2011
2482011
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
2222013
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
1862013
On formalizing fairness in prediction with machine learning
P Gajane, M Pechenizkiy
arXiv preprint arXiv:1710.03184, 2017
1622017
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
1472011
Introduction to the special section on educational data mining
T Calders, M Pechenizkiy
Acm Sigkdd Explorations Newsletter 13 (2), 3-6, 2012
1212012
Process mining from educational data
N Trcka, M Pechenizkiy, W van der Aalst
Handbook of educational data mining, 123-142, 2010
1082010
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
1072006
Feedback adaptation in web-based learning systems
E Vasilyeva, S Puuronen, M Pechenizkiy, P Rasanen
International Journal of Continuing Engineering Education and Life Long …, 2007
1012007
Dynamic integration with random forests
A Tsymbal, M Pechenizkiy, P Cunningham
European conference on machine learning, 801-808, 2006
1012006
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