W. Kowalczyk

Most-cited papers

Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set
E. B. Lenselink, Niels ten Dijke, B. Bongers, G. Papadatos +4 more
2017bioRxiv298 citations Open access
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Newscast Computing
Márk Jelasity, W. Kowalczyk, M. van Steen
2003121 citations
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Newscast EM
W. Kowalczyk, N. Vlassis
2004Neural Information Processing Systems89 citations
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Neural network identification of poets using letter sequences
J. Hoorn, S. Frank, W. Kowalczyk, F. van der Ham
199978 citations
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Reinforcement Learning for Online Control of Evolutionary Algorithms
A. Eiben, M. Horváth, W. Kowalczyk, M. Schut
2006Engineering Self-Organising Systems74 citations Open access
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Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands
Wouter B. Verschoof-van der Vaart, K. Lambers, W. Kowalczyk, Quentin P. J. Bourgeois
2020ISPRS Int. J. Geo Inf.64 citations Open access
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Cluster-based Kriging approximation algorithms for complexity reduction
Niki van Stein, Hao Wang, W. Kowalczyk, M. Emmerich +1 more
2017Applied intelligence (Boston)53 citations Open access
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An approach to massively distributed aggregate computing on peer-to-peer networks
Márk Jelasity, W. Kowalczyk, M. van Steen
200412th Euromicro Conference on Parallel, Distributed and Network-Based Processing, 2004. Proceedings.41 citations Open access
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Improving Imbalanced Classification by Anomaly Detection
Jiawen Kong, W. Kowalczyk, S. Menzel, Thomas Bäck
2020Parallel Problem Solving from Nature40 citations Open access
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Optimally Weighted Cluster Kriging for Big Data Regression
Niki van Stein, Hao Wang, W. Kowalczyk, Thomas Bäck +1 more
2015International Symposium on Intelligent Data Analysis39 citations
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Diversity Measurement of Recommender Systems under Different User Choice Models
Z. Szlávik, W. Kowalczyk, M. Schut
2011International Conference on Web and Social Media39 citations Open access
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Hyperparameter Optimisation for Improving Classification under Class Imbalance
Jiawen Kong, W. Kowalczyk, D. Nguyen, Thomas Bäck +1 more
2019IEEE Symposium Series on Computational Intelligence25 citations Open access
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Detecting changing emotions in human speech by machine and humans
C. Natalie van der Wal, W. Kowalczyk
2013Applied intelligence (Boston)25 citations
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An intelligent interactive project management support system
F. J. Jüngen, W. Kowalczyk
199525 citations
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Finding Fraud in Health Insurance Data with Two-Layer Outlier Detection Approach
Rob M. Konijn, W. Kowalczyk
2011International Conference on Data Warehousing and Knowledge Discovery19 citations Open access
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Rough-Set Inspired Approach to Knowledge Discovery in Business Databases
W. Kowalczyk, Z. Piasta
1998Pacific-Asia Conference on Knowledge Discovery and Data Mining17 citations
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An Incremental Algorithm for Repairing Training Sets with Missing Values
Niki van Stein, W. Kowalczyk
2016International Conference on Information Processing and Management of Uncertainty16 citations
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Discovering Local Subgroups, with an Application to Fraud Detection
Rob M. Konijn, W. Duivesteijn, W. Kowalczyk, A. Knobbe
2013Pacific-Asia Conference on Knowledge Discovery and Data Mining14 citations
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Gossip-Based Greedy Gaussian Mixture Learning
N. Vlassis, Yiannis Sfakianakis, W. Kowalczyk
2005Panhellenic Conference on Informatics14 citations Open access
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On the Performance of Oversampling Techniques for Class Imbalance Problems
Jiawen Kong, Thiago Rios, W. Kowalczyk, S. Menzel +1 more
2020Pacific-Asia Conference on Knowledge Discovery and Data Mining13 citations Open access
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Balancing word lists in speech audiometry through large spoken language corpora
Annemiek Hammer, Bart Vaerenberg, W. Kowalczyk, L. ten Bosch +2 more
2013Interspeech12 citations
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Node counting in wireless ad-hoc networks
Jhm Joep Evers, D. Kiss, W. Kowalczyk, T. Navilarekallu +6 more
201210 citations
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A Novel Uncertainty Quantification Method for Efficient Global Optimization
Niki van Stein, Hao Wang, W. Kowalczyk, Thomas Bäck
2018International Conference on Information Processing and Management of Uncertainty9 citations
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A Roadmap for Analytics in Taxpayer Supervision
M. Pijnenburg, W. Kowalczyk, van Dijk Lisette van der Hel
20179 citations
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Fuzzy clustering for Optimally Weighted Cluster Kriging
Niki van Stein, Hao Wang, W. Kowalczyk, M. Emmerich +1 more
2016IEEE International Conference on Fuzzy Systems9 citations
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Detecting Changing Emotions in Natural Speech
W. Kowalczyk, C. Natalie van der Wal
2012International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems9 citations
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An Interactive Approach to Outlier Detection
Rob M. Konijn, W. Kowalczyk
2010Rough Sets and Knowledge Technology9 citations Open access
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Process evaluation of a web-based intervention aimed at empowerment of disability benefit claimants
D. Samoocha, I. Snels, D. Bruinvels, J. Anema +2 more
2011BMC Medical Informatics Decis. Mak.7 citations Open access
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Singular Outliers: Finding Common Observations with an Uncommon Feature
M. Pijnenburg, W. Kowalczyk
2018International Conference on Information Processing and Management of Uncertainty6 citations
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Modeling Navigation Patterns of Visitors of Unstructured Websites
K. Balog, P. Hofgesang, W. Kowalczyk
2005SGAI Conferences6 citations
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Sound analysis to recognize animal conditions and individuals
G. Jahns, W. Kowalczyk, K. Walter
19986 citations
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Sound Analysis to Recognize Different Animals
G. Jahns, W. Kowalczyk, K. Walter
19976 citations Open access
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Analysis and Visualization of Missing Value Patterns
Niki van Stein, W. Kowalczyk, Thomas Bäck
2016International Conference on Information Processing and Management of Uncertainty5 citations
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Quantifying cross-linguistic variation in grapheme-to-phoneme mapping
M. Coene, Annemiek Hammer, W. Kowalczyk, L. ten Bosch +2 more
2013Interspeech5 citations
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The Impact of Recommender Systems on Item-, User-, and Rating-Diversity
W. Kowalczyk, Z. Szlávik, M. Schut
2011Agents and Data Mining Interaction5 citations
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An approach to aggregation in large and fully distributed peer-to- peer overlay networks
Márk Jelasity, W. Kowalczyk, M. van Steen
20045 citations
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Language-universal speech audiometry with automated scoring
Bart Vaerenberg, L. ten Bosch, W. Kowalczyk, M. Coene +2 more
2013Interspeech4 citations
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From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search
Hadar Shavit, Filip Jatelnicki, Pol Mor-Puigvent'os, W. Kowalczyk
2022International Conference on Pattern Recognition Applications and Methods3 citations Open access
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Hunting for Fraudsters in Random Forests
Rob M. Konijn, W. Kowalczyk
2012Hybrid Artificial Intelligence Systems3 citations
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Extending Logistic Regression Models with Factorization Machines
M. Pijnenburg, W. Kowalczyk
2017International Syposium on Methodologies for Intelligent Systems2 citations
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Maintaining Gaussian Mixture Models of Data Streams Under Block Evolution
J. Patist, W. Kowalczyk, E. Marchiori
2006International Conference on Conceptual Structures2 citations Open access
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An Intelligent Support System for Developing Text Classiflers
K. Balog, W. Kowalczyk
20042 citations
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Are Similar Cases Treated Similarly? A Comparison Between Process Workers
M. Pijnenburg, W. Kowalczyk
2019Business Information Systems1 citations
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Extending an Anomaly Detection Benchmark with Auto-encoders, Isolation Forests, and RBMs
M. Pijnenburg, W. Kowalczyk
2019International Conference on Information and Software Technologies1 citations
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Detecting changing emotions in human speech by machine and humans
C. Natalie van der Wal, W. Kowalczyk
2013Applied intelligence (Boston)1 citations
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Learning class-imbalanced problems from the perspective of data intrinsic characteristics
T. H. W. Bäck, TU Prof.dr.B.Sendhoff, Germany W. Darmstadt, W. Kowalczyk
20230 citations
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Pattern Mining Enabled Scanner Event-based Quantitative Analysis of Lithography Scanner Productivity Performance Name : Chang Liu
Chang Liu, Matthijs van Leeuwen, W. Kowalczyk
20220 citations
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Being Creative: A Cross-Domain Mapping Network
Jicheng Wu, Maarten H. Lamers, W. Kowalczyk
2020ICCC0 citations
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Opleiding Informatica Detecting anomalies with recurrent neural networks
Sander Ronde, W. Kowalczyk, Bas van Stein
20170 citations
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Convolutional Neural Networks for Regulatory Genomics
Niels ten Dijke, W. Kowalczyk, Gerard van Westen, D. Zerbino
20170 citations
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