Wojtek Kowalczyk

43 papers A 5B 5C 5Misc 1Journal 9Unranked 18
YearRankTypeTitle / Venue / Authors
2024 J jnl
A review on machine learning in flexible surgical and interventional robots: Where we are and where we are going.
Biomed. Signal Process. Control.
Di Wu, Renchi Zhang, Ameya Pore, Diego Dall'Alba, Xuan Thao Ha, Zhen Li, Yao Zhang, Fernando Herrera, Mouloud Ourak, Wojtek Kowalczyk, Elena De Momi, Alícia Casals, Jenny Dankelman, Jens Kober, Arianna Menciassi, Paolo Fiorini, Emmanuel B. Vander Poorten
2023 C conf
From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search.
ICPRAM
Hadar Shavit, Filip Jatelnicki, Pol Mor-Puigventós, Wojtek Kowalczyk
2022 J jnl
From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search.
CoRR
Hadar Shavit, Filip Jatelnicki, Pol Mor-Puigventós, Wojtek Kowalczyk
2020 C conf
Being Creative: A Cross-Domain Mapping Network.
ICCC
Jichen Wu, Maarten H. Lamers, Wojtek Kowalczyk
2020 J jnl
Cluster-based Kriging approximation algorithms for complexity reduction.
Appl. Intell.
Bas van Stein, Hao Wang, Wojtek Kowalczyk, Michael Emmerich, Thomas Bäck
2020 J jnl
Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands.
ISPRS Int. J. Geo Inf.
Wouter B. Verschoof-van der Vaart, Karsten Lambers, Wojtek Kowalczyk, Quentin P. J. Bourgeois
2020 — conf
Improving Imbalanced Classification by Anomaly Detection.
PPSN (1)
Jiawen Kong, Wojtek Kowalczyk, Stefan Menzel, Thomas Bäck
2020 — conf
On the Performance of Oversampling Techniques for Class Imbalance Problems.
PAKDD (2)
Jiawen Kong, Thiago Rios, Wojtek Kowalczyk, Stefan Menzel, Thomas Bäck
2019 — conf
Are Similar Cases Treated Similarly? A Comparison Between Process Workers.
BIS (2)
Mark Pijnenburg, Wojtek Kowalczyk
2019 — conf
Extending an Anomaly Detection Benchmark with Auto-encoders, Isolation Forests, and RBMs.
ICIST
Mark Pijnenburg, Wojtek Kowalczyk
2019 — conf
Hyperparameter Optimisation for Improving Classification under Class Imbalance.
SSCI
Jiawen Kong, Wojtek Kowalczyk, Duc Anh Nguyen, Thomas Bäck, Stefan Menzel
2018 — conf
A Novel Uncertainty Quantification Method for Efficient Global Optimization.
IPMU (3)
Bas van Stein, Hao Wang, Wojtek Kowalczyk, Thomas Bäck
2018 — conf
Singular Outliers: Finding Common Observations with an Uncommon Feature.
IPMU (3)
Mark Pijnenburg, Wojtek Kowalczyk
2017 J jnl
Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set.
J. Cheminformatics
Eelke B. Lenselink, Niels ten Dijke, Brandon J. Bongers, George Papadatos, Herman W. T. van Vlijmen, Wojtek Kowalczyk, Adriaan P. IJzerman, Gerard J. P. van Westen
2017 J jnl
Cluster-based Kriging Approximation Algorithms for Complexity Reduction.
CoRR
Bas van Stein, Hao Wang, Wojtek Kowalczyk, Michael T. M. Emmerich, Thomas Bäck
2017 C conf
Extending Logistic Regression Models with Factorization Machines.
ISMIS
Mark Pijnenburg, Wojtek Kowalczyk
2016 — conf
An Incremental Algorithm for Repairing Training Sets with Missing Values.
IPMU (2)
Bas van Stein, Wojtek Kowalczyk
2016 — conf
Analysis and Visualization of Missing Value Patterns.
IPMU (2)
Bas van Stein, Wojtek Kowalczyk, Thomas Bäck
2016 B conf
Fuzzy clustering for Optimally Weighted Cluster Kriging.
FUZZ-IEEE
Bas van Stein, Hao Wang, Wojtek Kowalczyk, Michael T. M. Emmerich, Thomas Bäck
2015 B conf
Optimally Weighted Cluster Kriging for Big Data Regression.
IDA
Bas van Stein, Hao Wang, Wojtek Kowalczyk, Thomas Bäck, Michael Emmerich
2013 A conf
Balancing word lists in speech audiometry through large spoken language corpora.
INTERSPEECH
Annemiek Hammer, Bart Vaerenberg, Wojtek Kowalczyk, Louis ten Bosch, Martine Coene, Paul J. Govaerts
2013 J jnl
Detecting changing emotions in human speech by machine and humans.
Appl. Intell.
C. Natalie van der Wal, Wojtek Kowalczyk
2013 — conf
Discovering Local Subgroups, with an Application to Fraud Detection.
PAKDD (1)
Rob M. Konijn, Wouter Duivesteijn, Wojtek Kowalczyk, Arno J. Knobbe
2013 A conf
Language-universal speech audiometry with automated scoring.
INTERSPEECH
Bart Vaerenberg, Louis ten Bosch, Wojtek Kowalczyk, Martine Coene, Herwig De Smet, Paul J. Govaerts
2013 A conf
Quantifying cross-linguistic variation in grapheme-to-phoneme mapping.
INTERSPEECH
Martine Coene, Annemiek Hammer, Wojtek Kowalczyk, Louis ten Bosch, Bart Vaerenberg, Paul Govaerts
2012 C conf
Detecting Changing Emotions in Natural Speech.
IEA/AIE
Wojtek Kowalczyk, C. Natalie van der Wal
2012 — conf
Hunting for Fraudsters in Random Forests.
HAIS (1)
Rob M. Konijn, Wojtek Kowalczyk
2011 A conf
Diversity Measurement of Recommender Systems under Different User Choice Models.
ICWSM
Zoltán Szlávik, Wojtek Kowalczyk, Martijn C. Schut
2011 B conf
Finding Fraud in Health Insurance Data with Two-Layer Outlier Detection Approach.
DaWaK
Rob M. Konijn, Wojtek Kowalczyk
2011 J jnl
Process evaluation of a web-based intervention aimed at empowerment of disability benefit claimants.
BMC Medical Informatics Decis. Mak.
David Samoocha, Ingrid A. K. Snels, David J. Bruinvels, Johannes R. Anema, Wojtek Kowalczyk, Allard J. van der Beek
2011 — conf
The Impact of Recommender Systems on Item-, User-, and Rating-Diversity.
ADMI
Wojtek Kowalczyk, Zoltán Szlávik, Martijn C. Schut
2010 — conf
An Interactive Approach to Outlier Detection.
RSKT
Rob M. Konijn, Wojtek Kowalczyk
2006 Misc conf
Maintaining Gaussian Mixture Models of Data Streams Under Block Evolution.
International Conference on Computational Science (1)
Jan Peter Patist, Wojtek Kowalczyk, Elena Marchiori
2006 — conf
Reinforcement Learning for Online Control of Evolutionary Algorithms.
ESOA
A. E. Eiben, Mark Horvath, Wojtek Kowalczyk, Martijn C. Schut
2005 — conf
Gossip-Based Greedy Gaussian Mixture Learning.
Panhellenic Conference on Informatics
Nikos Vlassis, Yiannis Sfakianakis, Wojtek Kowalczyk
2005 — conf
Modeling Navigation Patterns of Visitors of Unstructured Websites.
SGAI Conf.
Krisztian Balog, Peter Hofgesang, Wojtek Kowalczyk
2004 C conf
An Approach to Massively Distributed Aggregate Computing on Peer-to-Peer Networks.
PDP
Márk Jelasity, Wojtek Kowalczyk, Maarten van Steen
2004 — conf
Newscast EM.
NIPS
Wojtek Kowalczyk, Nikos Vlassis
2003 — conf
An Approximate Algorithm for Reverse Engineering of Multi-layer Perceptrons.
SGAI Conf.
Wojtek Kowalczyk
1998 J jnl
Approximate algorithms for generalized maximum utility problems.
J. Exp. Theor. Artif. Intell.
Frederik Jan Jüngen, Wojtek Kowalczyk
1998 B conf
Rough-Set Inspired Approach to Knowledge Discovery in Business Databases.
PAKDD
Wojtek Kowalczyk, Zdzislaw Piasta
1996 B conf
An algorithm for training multilayer networks on non-numerical data.
ESANN
Wojtek Kowalczyk
1996 A conf
Appriximate Algorithms for Maximum Utility Problems.
CP
Frederik Jan Jüngen, Wojtek Kowalczyk