| 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), 1-14, 2017 | 275 | 2017 |
| Newscast computing M Jelasity, W Kowalczyk, M Steen Romanian Academy Publishing House, 2012 | 188 | 2012 |
| Newscast em W Kowalczyk, N Vlassis Advances in neural information processing systems 17, 2004 | 127 | 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 | 89 | 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 | 86 | 1999 |
| 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 | 55 | 2004 |
| Towards data mining in large and fully distributed peer-to-peer overlay networks W Kowalczyk, M Jelasity, AE Eiben University of Nijmegen, 2003 | 52 | 2003 |
| 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 | 51 | 2020 |
| 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 | 47 | 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 | 46 | 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 | 38 | 2011 |
| An intelligent interactive project management support system FJ Jüngen, W Kowalczyk European journal of operational research 84 (1), 60-81, 1995 | 32 | 1995 |
| Detecting changing emotions in human speech by machine and humans CN van der Wal, W Kowalczyk Applied intelligence 39, 675-691, 2013 | 29 | 2013 |
| Recommender systems for e-shops M Hiralall, W Kowalczyk Business Mathematics and Informatics paper, 2011 | 29 | 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 | 26 | 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 | 26 | 2019 |
| Analysing clickstream data: From anomaly detection to visitor profiling PI Hofgesang, W Kowalczyk Proc. of ECML/PKDD Discovery Challenge, 2005 | 26 | 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 | 24 | 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 | 22 | 2016 |
| Finding fraud in health insurance data with two-layer outlier detection approach RM Konijn, W Kowalczyk International conference on data warehousing and knowledge discovery, 394-405, 2011 | 18 | 2011 |
