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ORCIDBibTeX records: Wojtek Kowalczyk
@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 L. N. 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, 09 May 2023 17:00:26 +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 = {Fri, 14 May 2021 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 = {Wed, 20 Sep 2023 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 = {Wed, 20 Sep 2023 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 = {Thu, 14 Oct 2021 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 = {{INTERSPEECH} 2013, 14th Annual Conference of the International Speech
Communication Association, 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 = {Fri, 23 Jun 2023 01:00:00 +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 = {{INTERSPEECH} 2013, 14th Annual Conference of the International Speech
Communication Association, 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 = {{INTERSPEECH} 2013, 14th Annual Conference of the International Speech
Communication Association, 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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