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BibTeX records: Wojtek Kowalczyk
@article{DBLP:journals/bspc/WuZPDHLZHOKMCDKMFP24, author = {Di Wu and Renchi Zhang and Ameya Pore and Diego Dall'Alba and Xuan Thao Ha and Zhen Li and Yao Zhang and Fernando Herrera and Mouloud Ourak and Wojtek Kowalczyk and Elena De Momi and Al{\'{\i}}cia Casals and Jenny Dankelman and Jens Kober and Arianna Menciassi and Paolo Fiorini and Emmanuel B. Vander Poorten}, title = {A review on machine learning in flexible surgical and interventional robots: Where we are and where we are going}, journal = {Biomed. Signal Process. Control.}, volume = {93}, pages = {106179}, year = {2024}, url = {https://doi.org/10.1016/j.bspc.2024.106179}, doi = {10.1016/J.BSPC.2024.106179}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bspc/WuZPDHLZHOKMCDKMFP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpram/ShavitJMK23, author = {Hadar Shavit and Filip Jatelnicki and Pol Mor{-}Puigvent{\'{o}}s and Wojtek Kowalczyk}, editor = {Maria De Marsico and Gabriella Sanniti di Baja and Ana Fred}, title = {From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search}, booktitle = {Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, {ICPRAM} 2023, Lisbon, Portugal, February 22-24, 2023}, pages = {229--236}, publisher = {{SCITEPRESS}}, year = {2023}, url = {https://doi.org/10.5220/0011623100003411}, doi = {10.5220/0011623100003411}, timestamp = {Tue, 13 Aug 2024 14:18:08 +0200}, biburl = {https://dblp.org/rec/conf/icpram/ShavitJMK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-08448, author = {Hadar Shavit and Filip Jatelnicki and Pol Mor{-}Puigvent{\'{o}}s and Wojtek Kowalczyk}, title = {From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search}, journal = {CoRR}, volume = {abs/2212.08448}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.08448}, doi = {10.48550/ARXIV.2212.08448}, eprinttype = {arXiv}, eprint = {2212.08448}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-08448.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/SteinWKEB20, author = {Bas van Stein and Hao Wang and Wojtek Kowalczyk and Michael Emmerich and Thomas B{\"{a}}ck}, title = {Cluster-based Kriging approximation algorithms for complexity reduction}, journal = {Appl. Intell.}, volume = {50}, number = {3}, pages = {778--791}, year = {2020}, url = {https://doi.org/10.1007/s10489-019-01549-7}, doi = {10.1007/S10489-019-01549-7}, timestamp = {Mon, 10 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/apin/SteinWKEB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijgi/VaartLKB20, author = {Wouter B. Verschoof{-}van der Vaart and Karsten Lambers and Wojtek Kowalczyk and Quentin P. J. Bourgeois}, title = {Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands}, journal = {{ISPRS} Int. J. Geo Inf.}, volume = {9}, number = {5}, pages = {293}, year = {2020}, url = {https://doi.org/10.3390/ijgi9050293}, doi = {10.3390/IJGI9050293}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijgi/VaartLKB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icccrea/WuLK20, author = {Jichen Wu and Maarten H. Lamers and Wojtek Kowalczyk}, editor = {F. Am{\'{\i}}lcar Cardoso and Penousal Machado and Tony Veale and Jo{\~{a}}o Miguel Cunha}, title = {Being Creative: {A} Cross-Domain Mapping Network}, booktitle = {Proceedings of the Eleventh International Conference on Computational Creativity, {ICCC} 2020, Coimbra, Portugal, September 7-11, 2020}, pages = {220--227}, publisher = {Association for Computational Creativity {(ACC)}}, year = {2020}, url = {http://computationalcreativity.net/iccc20/papers/039-iccc20.pdf}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icccrea/WuLK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/KongRKMB20, author = {Jiawen Kong and Thiago Rios and Wojtek Kowalczyk and Stefan Menzel and Thomas B{\"{a}}ck}, editor = {Hady W. Lauw and Raymond Chi{-}Wing Wong and Alexandros Ntoulas and Ee{-}Peng Lim and See{-}Kiong Ng and Sinno Jialin Pan}, title = {On the Performance of Oversampling Techniques for Class Imbalance Problems}, booktitle = {Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, {PAKDD} 2020, Singapore, May 11-14, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12085}, pages = {84--96}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-47436-2\_7}, doi = {10.1007/978-3-030-47436-2\_7}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/KongRKMB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ppsn/KongKMB20, author = {Jiawen Kong and Wojtek Kowalczyk and Stefan Menzel and Thomas B{\"{a}}ck}, editor = {Thomas B{\"{a}}ck and Mike Preuss and Andr{\'{e}} H. Deutz and Hao Wang and Carola Doerr and Michael T. M. Emmerich and Heike Trautmann}, title = {Improving Imbalanced Classification by Anomaly Detection}, booktitle = {Parallel Problem Solving from Nature - {PPSN} {XVI} - 16th International Conference, {PPSN} 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12269}, pages = {512--523}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58112-1\_35}, doi = {10.1007/978-3-030-58112-1\_35}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ppsn/KongKMB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@misc{DBLP:data/10/KongKNMB20, author = {Jiawen Kong and Wojtek Kowalczyk and Duc Anh Nguyen and Stefan Menzel and Thomas B{\"{a}}ck}, title = {Hyperparameter Optimisation for Improving Classification under Class Imbalance (Version 1)}, publisher = {Zenodo}, year = {2020}, month = feb, howpublished = {\url{https://doi.org/10.5281/zenodo.3855193}}, note = {Accessed on YYYY-MM-DD.}, url = {https://doi.org/10.5281/zenodo.3855193}, doi = {10.5281/ZENODO.3855193}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/data/10/KongKNMB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@misc{DBLP:data/10/KongRKMB20, author = {Jiawen Kong and Thiago Rios and Wojtek Kowalczyk and Stefan Menzel and Thomas B{\"{a}}ck}, title = {On the Performance of Oversampling Techniques for Class Imbalance Problems (Version 1)}, publisher = {Zenodo}, year = {2020}, month = may, howpublished = {\url{https://doi.org/10.5281/zenodo.3855094}}, note = {Accessed on YYYY-MM-DD.}, url = {https://doi.org/10.5281/zenodo.3855094}, doi = {10.5281/ZENODO.3855094}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/data/10/KongRKMB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bis/PijnenburgK19, author = {Mark Pijnenburg and Wojtek Kowalczyk}, editor = {Witold Abramowicz and Rafael Corchuelo}, title = {Are Similar Cases Treated Similarly? {A} Comparison Between Process Workers}, booktitle = {Business Information Systems - 22nd International Conference, {BIS} 2019, Seville, Spain, June 26-28, 2019, Proceedings, Part {II}}, series = {Lecture Notes in Business Information Processing}, volume = {354}, pages = {162--176}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-20482-2\_14}, doi = {10.1007/978-3-030-20482-2\_14}, timestamp = {Fri, 05 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bis/PijnenburgK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icist/PijnenburgK19, author = {Mark Pijnenburg and Wojtek Kowalczyk}, editor = {Robertas Damasevicius and Giedre Vasiljeviene}, title = {Extending an Anomaly Detection Benchmark with Auto-encoders, Isolation Forests, and RBMs}, booktitle = {Information and Software Technologies - 25th International Conference, {ICIST} 2019, Vilnius, Lithuania, October 10-12, 2019, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1078}, pages = {498--515}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-30275-7\_39}, doi = {10.1007/978-3-030-30275-7\_39}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icist/PijnenburgK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssci/KongKNBM19, author = {Jiawen Kong and Wojtek Kowalczyk and Duc Anh Nguyen and Thomas B{\"{a}}ck and Stefan Menzel}, title = {Hyperparameter Optimisation for Improving Classification under Class Imbalance}, booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019, Xiamen, China, December 6-9, 2019}, pages = {3072--3078}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SSCI44817.2019.9002679}, doi = {10.1109/SSCI44817.2019.9002679}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ssci/KongKNBM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipmu/Stein0KB18, author = {Bas van Stein and Hao Wang and Wojtek Kowalczyk and Thomas B{\"{a}}ck}, editor = {Jes{\'{u}}s Medina and Manuel Ojeda{-}Aciego and Jos{\'{e}} Luis Verdegay Galdeano and Irina Perfilieva and Bernadette Bouchon{-}Meunier and Ronald R. Yager}, title = {A Novel Uncertainty Quantification Method for Efficient Global Optimization}, booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications - 17th International Conference, {IPMU} 2018, C{\'{a}}diz, Spain, June 11-15, 2018, Proceedings, Part {III}}, series = {Communications in Computer and Information Science}, volume = {855}, pages = {480--491}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-91479-4\_40}, doi = {10.1007/978-3-319-91479-4\_40}, timestamp = {Thu, 07 Jan 2021 08:57:40 +0100}, biburl = {https://dblp.org/rec/conf/ipmu/Stein0KB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipmu/PijnenburgK18, author = {Mark Pijnenburg and Wojtek Kowalczyk}, editor = {Jes{\'{u}}s Medina and Manuel Ojeda{-}Aciego and Jos{\'{e}} Luis Verdegay Galdeano and Irina Perfilieva and Bernadette Bouchon{-}Meunier and Ronald R. Yager}, title = {Singular Outliers: Finding Common Observations with an Uncommon Feature}, booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications - 17th International Conference, {IPMU} 2018, C{\'{a}}diz, Spain, June 11-15, 2018, Proceedings, Part {III}}, series = {Communications in Computer and Information Science}, volume = {855}, pages = {492--503}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-91479-4\_41}, doi = {10.1007/978-3-319-91479-4\_41}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipmu/PijnenburgK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcheminf/LenselinkDBPVKI17, author = {Eelke B. Lenselink and Niels ten Dijke and Brandon J. Bongers and George Papadatos and Herman W. T. van Vlijmen and Wojtek Kowalczyk and Adriaan P. IJzerman and Gerard J. P. van Westen}, title = {Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set}, journal = {J. Cheminformatics}, volume = {9}, number = {1}, pages = {45}, year = {2017}, url = {https://doi.org/10.1186/s13321-017-0232-0}, doi = {10.1186/S13321-017-0232-0}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcheminf/LenselinkDBPVKI17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismis/PijnenburgK17, author = {Mark Pijnenburg and Wojtek Kowalczyk}, editor = {Marzena Kryszkiewicz and Annalisa Appice and Dominik Slezak and Henryk Rybinski and Andrzej Skowron and Zbigniew W. Ras}, title = {Extending Logistic Regression Models with Factorization Machines}, booktitle = {Foundations of Intelligent Systems - 23rd International Symposium, {ISMIS} 2017, Warsaw, Poland, June 26-29, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10352}, pages = {323--332}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-60438-1\_32}, doi = {10.1007/978-3-319-60438-1\_32}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ismis/PijnenburgK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Stein0KEB17, author = {Bas van Stein and Hao Wang and Wojtek Kowalczyk and Michael T. M. Emmerich and Thomas B{\"{a}}ck}, title = {Cluster-based Kriging Approximation Algorithms for Complexity Reduction}, journal = {CoRR}, volume = {abs/1702.01313}, year = {2017}, url = {http://arxiv.org/abs/1702.01313}, eprinttype = {arXiv}, eprint = {1702.01313}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Stein0KEB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/Stein0KEB16, author = {Bas van Stein and Hao Wang and Wojtek Kowalczyk and Michael T. M. Emmerich and Thomas B{\"{a}}ck}, title = {Fuzzy clustering for Optimally Weighted Cluster Kriging}, booktitle = {2016 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2016, Vancouver, BC, Canada, July 24-29, 2016}, pages = {939--945}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/FUZZ-IEEE.2016.7737789}, doi = {10.1109/FUZZ-IEEE.2016.7737789}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/Stein0KEB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipmu/SteinK16, author = {Bas van Stein and Wojtek Kowalczyk}, editor = {Jo{\~{a}}o Paulo Carvalho and Marie{-}Jeanne Lesot and Uzay Kaymak and Susana M. Vieira and Bernadette Bouchon{-}Meunier and Ronald R. Yager}, title = {An Incremental Algorithm for Repairing Training Sets with Missing Values}, booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems - 16th International Conference, {IPMU} 2016, Eindhoven, The Netherlands, June 20-24, 2016, Proceedings, Part {II}}, series = {Communications in Computer and Information Science}, volume = {611}, pages = {175--186}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-40581-0\_15}, doi = {10.1007/978-3-319-40581-0\_15}, timestamp = {Tue, 07 May 2024 20:09:54 +0200}, biburl = {https://dblp.org/rec/conf/ipmu/SteinK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipmu/SteinKB16, author = {Bas van Stein and Wojtek Kowalczyk and Thomas B{\"{a}}ck}, editor = {Jo{\~{a}}o Paulo Carvalho and Marie{-}Jeanne Lesot and Uzay Kaymak and Susana M. Vieira and Bernadette Bouchon{-}Meunier and Ronald R. Yager}, title = {Analysis and Visualization of Missing Value Patterns}, booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems - 16th International Conference, {IPMU} 2016, Eindhoven, The Netherlands, June 20-24, 2016, Proceedings, Part {II}}, series = {Communications in Computer and Information Science}, volume = {611}, pages = {187--198}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-40581-0\_16}, doi = {10.1007/978-3-319-40581-0\_16}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipmu/SteinKB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/SteinWKBE15, author = {Bas van Stein and Hao Wang and Wojtek Kowalczyk and Thomas B{\"{a}}ck and Michael Emmerich}, editor = {{\'{E}}lisa Fromont and Tijl De Bie and Matthijs van Leeuwen}, title = {Optimally Weighted Cluster Kriging for Big Data Regression}, booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium, {IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9385}, pages = {310--321}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-24465-5\_27}, doi = {10.1007/978-3-319-24465-5\_27}, timestamp = {Mon, 10 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/SteinWKBE15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/WalK13, author = {C. Natalie van der Wal and Wojtek Kowalczyk}, title = {Detecting changing emotions in human speech by machine and humans}, journal = {Appl. Intell.}, volume = {39}, number = {4}, pages = {675--691}, year = {2013}, url = {https://doi.org/10.1007/s10489-013-0449-1}, doi = {10.1007/S10489-013-0449-1}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/apin/WalK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/CoeneHKBVG13, author = {Martine Coene and Annemiek Hammer and Wojtek Kowalczyk and Louis ten Bosch and Bart Vaerenberg and Paul Govaerts}, editor = {Fr{\'{e}}d{\'{e}}ric Bimbot and Christophe Cerisara and C{\'{e}}cile Fougeron and Guillaume Gravier and Lori Lamel and Fran{\c{c}}ois Pellegrino and Pascal Perrier}, title = {Quantifying cross-linguistic variation in grapheme-to-phoneme mapping}, booktitle = {14th Annual Conference of the International Speech Communication Association, {INTERSPEECH} 2013, Lyon, France, August 25-29, 2013}, pages = {1854--1857}, publisher = {{ISCA}}, year = {2013}, url = {https://doi.org/10.21437/Interspeech.2013-456}, doi = {10.21437/INTERSPEECH.2013-456}, timestamp = {Tue, 11 Jun 2024 16:45:43 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/CoeneHKBVG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/VaerenbergBKCSG13, author = {Bart Vaerenberg and Louis ten Bosch and Wojtek Kowalczyk and Martine Coene and Herwig De Smet and Paul J. Govaerts}, editor = {Fr{\'{e}}d{\'{e}}ric Bimbot and Christophe Cerisara and C{\'{e}}cile Fougeron and Guillaume Gravier and Lori Lamel and Fran{\c{c}}ois Pellegrino and Pascal Perrier}, title = {Language-universal speech audiometry with automated scoring}, booktitle = {14th Annual Conference of the International Speech Communication Association, {INTERSPEECH} 2013, Lyon, France, August 25-29, 2013}, pages = {3608--3612}, publisher = {{ISCA}}, year = {2013}, url = {https://doi.org/10.21437/Interspeech.2013-317}, doi = {10.21437/INTERSPEECH.2013-317}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/VaerenbergBKCSG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/HammerVKBCG13, author = {Annemiek Hammer and Bart Vaerenberg and Wojtek Kowalczyk and Louis ten Bosch and Martine Coene and Paul J. Govaerts}, editor = {Fr{\'{e}}d{\'{e}}ric Bimbot and Christophe Cerisara and C{\'{e}}cile Fougeron and Guillaume Gravier and Lori Lamel and Fran{\c{c}}ois Pellegrino and Pascal Perrier}, title = {Balancing word lists in speech audiometry through large spoken language corpora}, booktitle = {14th Annual Conference of the International Speech Communication Association, {INTERSPEECH} 2013, Lyon, France, August 25-29, 2013}, pages = {3613--3616}, publisher = {{ISCA}}, year = {2013}, url = {https://doi.org/10.21437/Interspeech.2013-318}, doi = {10.21437/INTERSPEECH.2013-318}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/HammerVKBCG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/KonijnDKK13, author = {Rob M. Konijn and Wouter Duivesteijn and Wojtek Kowalczyk and Arno J. Knobbe}, editor = {Jian Pei and Vincent S. Tseng and Longbing Cao and Hiroshi Motoda and Guandong Xu}, title = {Discovering Local Subgroups, with an Application to Fraud Detection}, booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7818}, pages = {1--12}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-37453-1\_1}, doi = {10.1007/978-3-642-37453-1\_1}, timestamp = {Thu, 02 May 2024 20:50:56 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/KonijnDKK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hais/KonijnK12, author = {Rob M. Konijn and Wojtek Kowalczyk}, editor = {Emilio Corchado and V{\'{a}}clav Sn{\'{a}}sel and Ajith Abraham and Michal Wozniak and Manuel Gra{\~{n}}a and Sung{-}Bae Cho}, title = {Hunting for Fraudsters in Random Forests}, booktitle = {Hybrid Artificial Intelligent Systems - 7th International Conference, {HAIS} 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7208}, pages = {174--185}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-28942-2\_16}, doi = {10.1007/978-3-642-28942-2\_16}, timestamp = {Thu, 07 Nov 2019 15:14:46 +0100}, biburl = {https://dblp.org/rec/conf/hais/KonijnK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieaaie/KowalczykW12, author = {Wojtek Kowalczyk and C. Natalie van der Wal}, editor = {He Jiang and Wei Ding and Moonis Ali and Xindong Wu}, title = {Detecting Changing Emotions in Natural Speech}, booktitle = {Advanced Research in Applied Artificial Intelligence - 25th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2012, Dalian, China, June 9-12, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7345}, pages = {491--500}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-31087-4\_51}, doi = {10.1007/978-3-642-31087-4\_51}, timestamp = {Sat, 09 Apr 2022 12:40:54 +0200}, biburl = {https://dblp.org/rec/conf/ieaaie/KowalczykW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/midm/SamoochaSBAKB11, author = {David Samoocha and Ingrid A. K. Snels and David J. Bruinvels and Johannes R. Anema and Wojtek Kowalczyk and Allard J. van der Beek}, title = {Process evaluation of a web-based intervention aimed at empowerment of disability benefit claimants}, journal = {{BMC} Medical Informatics Decis. Mak.}, volume = {11}, pages = {10}, year = {2011}, url = {https://doi.org/10.1186/1472-6947-11-10}, doi = {10.1186/1472-6947-11-10}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/midm/SamoochaSBAKB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/admi/KowalczykSS11, author = {Wojtek Kowalczyk and Zolt{\'{a}}n Szl{\'{a}}vik and Martijn C. Schut}, editor = {Longbing Cao and Ana L. C. Bazzan and Andreas L. Symeonidis and Vladimir Gorodetsky and Gerhard Weiss and Philip S. Yu}, title = {The Impact of Recommender Systems on Item-, User-, and Rating-Diversity}, booktitle = {Agents and Data Mining Interaction - 7th International Workshop on Agents and Data Mining Interation, {ADMI} 2011, Taipei, Taiwan, May 2-6, 2011, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7103}, pages = {261--287}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-27609-5\_17}, doi = {10.1007/978-3-642-27609-5\_17}, timestamp = {Tue, 08 Mar 2022 10:12:50 +0100}, biburl = {https://dblp.org/rec/conf/admi/KowalczykSS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dawak/KonijnK11, author = {Rob M. Konijn and Wojtek Kowalczyk}, editor = {Alfredo Cuzzocrea and Umeshwar Dayal}, title = {Finding Fraud in Health Insurance Data with Two-Layer Outlier Detection Approach}, booktitle = {Data Warehousing and Knowledge Discovery - 13th International Conference, DaWaK 2011, Toulouse, France, August 29-September 2,2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6862}, pages = {394--405}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23544-3\_30}, doi = {10.1007/978-3-642-23544-3\_30}, timestamp = {Tue, 14 May 2019 10:00:41 +0200}, biburl = {https://dblp.org/rec/conf/dawak/KonijnK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icwsm/SzlavikKS11, author = {Zolt{\'{a}}n Szl{\'{a}}vik and Wojtek Kowalczyk and Martijn C. Schut}, editor = {Lada A. Adamic and Ricardo Baeza{-}Yates and Scott Counts}, title = {Diversity Measurement of Recommender Systems under Different User Choice Models}, booktitle = {Proceedings of the Fifth International Conference on Weblogs and Social Media, Barcelona, Catalonia, Spain, July 17-21, 2011}, publisher = {The {AAAI} Press}, year = {2011}, url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/view/2817}, timestamp = {Fri, 05 Feb 2021 11:07:12 +0100}, biburl = {https://dblp.org/rec/conf/icwsm/SzlavikKS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rskt/KonijnK10, author = {Rob M. Konijn and Wojtek Kowalczyk}, editor = {Jian Yu and Salvatore Greco and Pawan Lingras and Guoyin Wang and Andrzej Skowron}, title = {An Interactive Approach to Outlier Detection}, booktitle = {Rough Set and Knowledge Technology - 5th International Conference, {RSKT} 2010, Beijing, China, October 15-17, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6401}, pages = {379--385}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-16248-0\_54}, doi = {10.1007/978-3-642-16248-0\_54}, timestamp = {Mon, 16 Mar 2020 17:44:10 +0100}, biburl = {https://dblp.org/rec/conf/rskt/KonijnK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esoa/EibenHKS06, author = {A. E. Eiben and Mark Horvath and Wojtek Kowalczyk and Martijn C. Schut}, editor = {Sven Brueckner and Salima Hassas and M{\'{a}}rk Jelasity and Daniel Yamins}, title = {Reinforcement Learning for Online Control of Evolutionary Algorithms}, booktitle = {Engineering Self-Organising Systems, 4th International Workshop, {ESOA} 2006, Hakodate, Japan, May 9, 2006, Revised and Invited Papers}, series = {Lecture Notes in Computer Science}, volume = {4335}, pages = {151--160}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/978-3-540-69868-5\_10}, doi = {10.1007/978-3-540-69868-5\_10}, timestamp = {Thu, 28 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esoa/EibenHKS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccS/PatistKM06, author = {Jan Peter Patist and Wojtek Kowalczyk and Elena Marchiori}, editor = {Vassil N. Alexandrov and G. Dick van Albada and Peter M. A. Sloot and Jack J. Dongarra}, title = {Maintaining Gaussian Mixture Models of Data Streams Under Block Evolution}, booktitle = {Computational Science - {ICCS} 2006, 6th International Conference, Reading, UK, May 28-31, 2006, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {3991}, pages = {1071--1074}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11758501\_175}, doi = {10.1007/11758501\_175}, timestamp = {Tue, 14 May 2019 10:00:48 +0200}, biburl = {https://dblp.org/rec/conf/iccS/PatistKM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pci/VlassisSK05, author = {Nikos Vlassis and Yiannis Sfakianakis and Wojtek Kowalczyk}, editor = {Panayiotis Bozanis and Elias N. Houstis}, title = {Gossip-Based Greedy Gaussian Mixture Learning}, booktitle = {Advances in Informatics, 10th Panhellenic Conference on Informatics, {PCI} 2005, Volos, Greece, November 11-13, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3746}, pages = {349--359}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11573036\_33}, doi = {10.1007/11573036\_33}, timestamp = {Tue, 12 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pci/VlassisSK05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sgai/BalogHK05, author = {Krisztian Balog and Peter Hofgesang and Wojtek Kowalczyk}, editor = {Max Bramer and Frans Coenen and Tony Allen}, title = {Modeling Navigation Patterns of Visitors of Unstructured Websites}, booktitle = {Research and Development in Intelligent Systems XXII, Proceedings of AI-2005, the Twenty-fifth {SGAI} International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, 12-14 December 2005}, pages = {116--129}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/978-1-84628-226-3\_10}, doi = {10.1007/978-1-84628-226-3\_10}, timestamp = {Thu, 14 Mar 2019 14:41:58 +0100}, biburl = {https://dblp.org/rec/conf/sgai/BalogHK05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KowalczykV04, author = {Wojtek Kowalczyk and Nikos Vlassis}, title = {Newscast {EM}}, booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver, British Columbia, Canada]}, pages = {713--720}, year = {2004}, url = {https://proceedings.neurips.cc/paper/2004/hash/d8bf84be3800d12f74d8b05e9b89836f-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/KowalczykV04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pdp/JelasityKS04, author = {M{\'{a}}rk Jelasity and Wojtek Kowalczyk and Maarten van Steen}, title = {An Approach to Massively Distributed Aggregate Computing on Peer-to-Peer Networks}, booktitle = {12th Euromicro Workshop on Parallel, Distributed and Network-Based Processing {(PDP} 2004), 11-13 February 2004, {A} Coruna, Spain}, pages = {200--207}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/EMPDP.2004.1271446}, doi = {10.1109/EMPDP.2004.1271446}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pdp/JelasityKS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sgai/Kowalczyk03, author = {Wojtek Kowalczyk}, editor = {Frans Coenen and Alun D. Preece and Ann Macintosh}, title = {An Approximate Algorithm for Reverse Engineering of Multi-layer Perceptrons}, booktitle = {Research and Development in Intelligent Systems XX, Proceedings of AI2003, the Twenty-third {SGAI} International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, 15-17 December, 2003}, pages = {55--66}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-0-85729-412-8\_5}, doi = {10.1007/978-0-85729-412-8\_5}, timestamp = {Thu, 14 Mar 2019 17:40:46 +0100}, biburl = {https://dblp.org/rec/conf/sgai/Kowalczyk03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jetai/JungenK98, author = {Frederik Jan J{\"{u}}ngen and Wojtek Kowalczyk}, title = {Approximate algorithms for generalized maximum utility problems}, journal = {J. Exp. Theor. Artif. Intell.}, volume = {10}, number = {1}, pages = {49--62}, year = {1998}, url = {https://doi.org/10.1080/095281398146905}, doi = {10.1080/095281398146905}, timestamp = {Tue, 29 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jetai/JungenK98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/KowalczykP98, author = {Wojtek Kowalczyk and Zdzislaw Piasta}, editor = {Xindong Wu and Kotagiri Ramamohanarao and Kevin B. Korb}, title = {Rough-Set Inspired Approach to Knowledge Discovery in Business Databases}, booktitle = {Research and Development in Knowledge Discovery and Data Mining, Second Pacific-Asia Conference, PAKDD-98, Melbourne, Australia, April 15-17, 1998, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1394}, pages = {186--197}, publisher = {Springer}, year = {1998}, url = {https://doi.org/10.1007/3-540-64383-4\_16}, doi = {10.1007/3-540-64383-4\_16}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/KowalczykP98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cp/JungenK96, author = {Frederik Jan J{\"{u}}ngen and Wojtek Kowalczyk}, editor = {Eugene C. Freuder}, title = {Appriximate Algorithms for Maximum Utility Problems}, booktitle = {Proceedings of the Second International Conference on Principles and Practice of Constraint Programming, Cambridge, Massachusetts, USA, August 19-22, 1996}, series = {Lecture Notes in Computer Science}, volume = {1118}, pages = {547--548}, publisher = {Springer}, year = {1996}, url = {https://doi.org/10.1007/3-540-61551-2\_109}, doi = {10.1007/3-540-61551-2\_109}, timestamp = {Tue, 29 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cp/JungenK96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/Kowalczyk96, author = {Wojtek Kowalczyk}, title = {An algorithm for training multilayer networks on non-numerical data}, booktitle = {4th European Symposium on Artificial Neural Networks, {ESANN} 1996, Bruges, Belgium, April 24-26, 1996, Proceedings}, year = {1996}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1996-58-S.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/Kowalczyk96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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