Wojtek Kowalczyk
Wojtek Kowalczyk
Assistant Professor, LIACS, Leiden University
Verified email at - Homepage
Cited by
Cited by
Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set
EB Lenselink, N Ten Dijke, B Bongers, G Papadatos, HWT Van Vlijmen, ...
Journal of cheminformatics 9, 1-14, 2017
Newscast computing
M Jelasity, W Kowalczyk, M Steen
Romanian Academy Publishing House, 2012
Newscast em
W Kowalczyk, N Vlassis
Advances in neural information processing systems 17, 2004
Reinforcement learning for online control of evolutionary algorithms
AE Eiben, M Horvath, W Kowalczyk, MC Schut
Engineering Self-Organising Systems: 4th International Workshop, ESOA 2006 …, 2007
Neural network identification of poets using letter sequences
JF Hoorn, SL Frank, W Kowalczyk, F van Der Ham
Literary and Linguistic Computing 14 (3), 311-338, 1999
Combining deep learning and location-based ranking for large-scale archaeological prospection of LiDAR data from the Netherlands
WB Verschoof-van der Vaart, K Lambers, W Kowalczyk, QPJ Bourgeois
ISPRS International Journal of Geo-Information 9 (5), 293, 2020
An approach to massively distributed aggregate computing on peer-to-peer networks
M Jelasity, W Kowalczyk, M Van Steen
12th Euromicro Conference on Parallel, Distributed and Network-Based …, 2004
Towards data mining in large and fully distributed peer-to-peer overlay networks
W Kowalczyk, M Jelasity, AE Eiben
University of Nijmegen, 2003
Optimally weighted cluster kriging for big data regression
B van Stein, H Wang, W Kowalczyk, T Bäck, M Emmerich
International symposium on intelligent data analysis, 310-321, 2015
Cluster-based Kriging approximation algorithms for complexity reduction
B Van Stein, H Wang, W Kowalczyk, M Emmerich, T Bäck
Applied Intelligence 50 (3), 778-791, 2020
Diversity measurement of recommender systems under different user choice models
Z Szlávik, W Kowalczyk, M Schut
Proceedings of the International AAAI Conference on Web and Social Media 5 …, 2011
Improving imbalanced classification by anomaly detection
J Kong, W Kowalczyk, S Menzel, T Bäck
International Conference on Parallel Problem Solving from Nature, 512-523, 2020
Hyperparameter optimisation for improving classification under class imbalance
J Kong, W Kowalczyk, DA Nguyen, T Bäck, S Menzel
2019 IEEE symposium series on computational intelligence (SSCI), 3072-3078, 2019
An intelligent interactive project management support system
FJ Jüngen, W Kowalczyk
European journal of operational research 84 (1), 60-81, 1995
Detecting changing emotions in human speech by machine and humans
CN van der Wal, W Kowalczyk
Applied intelligence 39, 675-691, 2013
Recommender systems for e-shops
M Hiralall, W Kowalczyk
Business Mathematics and Informatics paper, 2011
Analysing clickstream data: From anomaly detection to visitor profiling
PI Hofgesang, W Kowalczyk
Proc. of ECML/PKDD Discovery Challenge, 2005
Rough-set inspired approach to knowledge discovery in business databases
W Kowalczyk, Z Piasta
Research and Development in Knowledge Discovery and Data Mining: Second …, 1998
An incremental algorithm for repairing training sets with missing values
B Van Stein, W Kowalczyk
Information Processing and Management of Uncertainty in Knowledge-Based …, 2016
On the performance of oversampling techniques for class imbalance problems
J Kong, T Rios, W Kowalczyk, S Menzel, T Bäck
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 84-96, 2020
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