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ORCIDBibTeX records: Adam Kowalczyk
@article{DBLP:journals/bmcbi/BkhetanZKVG19,
author = {Ziad Al Bkhetan and
Justin Zobel and
Adam Kowalczyk and
Karin Verspoor and
Benjamin Goudey},
title = {Exploring effective approaches for haplotype block phasing},
journal = {{BMC} Bioinform.},
volume = {20},
number = {1},
pages = {540:1--540:14},
year = {2019},
url = {https://doi.org/10.1186/s12859-019-3095-8},
doi = {10.1186/S12859-019-3095-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/BkhetanZKVG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/WangSKCGRHFK14,
author = {Qiao Wang and
Fan Shi and
Andrew Kowalczyk and
Richard M. Campbell and
Benjamin Goudey and
Dave Rawlinson and
Aaron Harwood and
Herman L. Ferr{\'{a}} and
Adam Kowalczyk},
editor = {Huiru Jane Zheng and
Werner Dubitzky and
Xiaohua Hu and
Jin{-}Kao Hao and
Daniel P. Berrar and
Kwang{-}Hyun Cho and
Yadong Wang and
David R. Gilbert},
title = {{GWISFI:} {A} universal {GPU} interface for exhaustive search of pairwise
interactions in case-control {GWAS} in minutes},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2014, Belfast, United Kingdom, November 2-5, 2014},
pages = {403--409},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BIBM.2014.6999192},
doi = {10.1109/BIBM.2014.6999192},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/WangSKCGRHFK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WongLK12,
author = {Gerard Wong and
Christopher Leckie and
Adam Kowalczyk},
title = {{FSR:} feature set reduction for scalable and accurate multi-class
cancer subtype classification based on copy number},
journal = {Bioinform.},
volume = {28},
number = {2},
pages = {151--159},
year = {2012},
url = {https://doi.org/10.1093/bioinformatics/btr644},
doi = {10.1093/BIOINFORMATICS/BTR644},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/WongLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/AbrahamKZI12,
author = {Gad Abraham and
Adam Kowalczyk and
Justin Zobel and
Michael Inouye},
title = {SparSNP: Fast and memory-efficient analysis of all SNPs for phenotype
prediction},
journal = {{BMC} Bioinform.},
volume = {13},
pages = {88},
year = {2012},
url = {https://doi.org/10.1186/1471-2105-13-88},
doi = {10.1186/1471-2105-13-88},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/AbrahamKZI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BedoK11,
author = {Justin Bedo and
Adam Kowalczyk},
title = {Genome annotation test with validation on transcription start site
and ChIP-Seq for Pol-II binding data},
journal = {Bioinform.},
volume = {27},
number = {12},
pages = {1610--1617},
year = {2011},
url = {https://doi.org/10.1093/bioinformatics/btr263},
doi = {10.1093/BIOINFORMATICS/BTR263},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/BedoK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/ShiALHK11,
author = {Fan Shi and
Gad Abraham and
Christopher Leckie and
Izhak Haviv and
Adam Kowalczyk},
title = {Meta-analysis of gene expression microarrays with missing replicates},
journal = {{BMC} Bioinform.},
volume = {12},
pages = {84},
year = {2011},
url = {https://doi.org/10.1186/1471-2105-12-84},
doi = {10.1186/1471-2105-12-84},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/ShiALHK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/GoudeyWRZKMMASIHK11,
author = {Benjamin Goudey and
Qiao Wang and
Dave Rawlinson and
Armita Zarnegar and
Eder Kikianty and
John Markham and
Geoff MacIntyre and
Gad Abraham and
Linda Stern and
Michael Inouye and
Izhak Haviv and
Adam Kowalczyk},
title = {Replication of epistatic {DNA} loci in two case-control {GWAS} studies
using {OPE} algorithm},
journal = {{BMC} Bioinform.},
volume = {12},
number = {{S-11}},
pages = {A5},
year = {2011},
url = {https://doi.org/10.1186/1471-2105-12-S11-A5},
doi = {10.1186/1471-2105-12-S11-A5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/GoudeyWRZKMMASIHK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/KowalczykBCB11,
author = {Adam Kowalczyk and
Justin Bedo and
Thomas C. Conway and
Bryan Beresford{-}Smith},
title = {The Poisson Margin Test for Normalization-Free Significance Analysis
of {NGS} Data},
journal = {J. Comput. Biol.},
volume = {18},
number = {3},
pages = {391--400},
year = {2011},
url = {https://doi.org/10.1089/cmb.2010.0272},
doi = {10.1089/CMB.2010.0272},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/KowalczykBCB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WongLGHCK10,
author = {Gerard Wong and
Christopher Leckie and
Kylie L. Gorringe and
Izhak Haviv and
Ian G. Campbell and
Adam Kowalczyk},
title = {Exploiting sequence similarity to validate the sensitivity of {SNP}
arrays in detecting fine-scaled copy number variations},
journal = {Bioinform.},
volume = {26},
number = {8},
pages = {1007--1014},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btq088},
doi = {10.1093/BIOINFORMATICS/BTQ088},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/WongLGHCK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/MacintyreBHK10,
author = {Geoff MacIntyre and
James Bailey and
Izhak Haviv and
Adam Kowalczyk},
title = {is-rSNP: a novel technique for \emph{in silico} regulatory {SNP} detection},
journal = {Bioinform.},
volume = {26},
number = {18},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btq378},
doi = {10.1093/BIOINFORMATICS/BTQ378},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/MacintyreBHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/AbrahamKLHZ10,
author = {Gad Abraham and
Adam Kowalczyk and
Sherene Loi and
Izhak Haviv and
Justin Zobel},
title = {Prediction of breast cancer prognosis using gene set statistics provides
signature stability and biological context},
journal = {{BMC} Bioinform.},
volume = {11},
pages = {277},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-277},
doi = {10.1186/1471-2105-11-277},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/AbrahamKLHZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/ShiLMHBK10,
author = {Fan Shi and
Christopher Leckie and
Geoff MacIntyre and
Izhak Haviv and
Alex Boussioutas and
Adam Kowalczyk},
title = {A bi-ordering approach to linking gene expression with clinical annotations
in gastric cancer},
journal = {{BMC} Bioinform.},
volume = {11},
pages = {477},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-477},
doi = {10.1186/1471-2105-11-477},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/ShiLMHBK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/MacIntyreBHK10,
author = {Geoff MacIntyre and
James Bailey and
Izhak Haviv and
Adam Kowalczyk},
title = {is-rSNP: a novel technique for in silico regulatory {SNP} detection},
journal = {{BMC} Bioinform.},
volume = {11},
number = {{S-10}},
pages = {O7},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-S10-O7},
doi = {10.1186/1471-2105-11-S10-O7},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/MacIntyreBHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/MacintyreBGHK10,
author = {Geoff MacIntyre and
James Bailey and
Daniel Gustafsson and
Izhak Haviv and
Adam Kowalczyk},
title = {Using Gene Ontology annotations in exploratory microarray clustering
to understand cancer etiology},
journal = {Pattern Recognit. Lett.},
volume = {31},
number = {14},
pages = {2138--2146},
year = {2010},
url = {https://doi.org/10.1016/j.patrec.2010.01.006},
doi = {10.1016/J.PATREC.2010.01.006},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/MacintyreBGHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/KowalczykBCB10,
author = {Adam Kowalczyk and
Justin Bedo and
Thomas C. Conway and
Bryan Beresford{-}Smith},
editor = {Bonnie Berger},
title = {The Poisson Margin Test for Normalisation Free Significance Analysis
of {NGS} Data},
booktitle = {Research in Computational Molecular Biology, 14th Annual International
Conference, {RECOMB} 2010, Lisbon, Portugal, April 25-28, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6044},
pages = {297--309},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12683-3\_19},
doi = {10.1007/978-3-642-12683-3\_19},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recomb/KowalczykBCB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/MacintyreBGBHK08,
author = {Geoff MacIntyre and
James Bailey and
Daniel Gustafsson and
Alex Boussioutas and
Izhak Haviv and
Adam Kowalczyk},
editor = {Madhu Chetty and
Alioune Ngom and
Shandar Ahmad},
title = {Gene Ontology Assisted Exploratory Microarray Clustering and Its Application
to Cancer},
booktitle = {Pattern Recognition in Bioinformatics, Third {IAPR} International
Conference, {PRIB} 2008, Melbourne, Australia, October 15-17, 2008.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5265},
pages = {400--411},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88436-1\_34},
doi = {10.1007/978-3-540-88436-1\_34},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/prib/MacintyreBGBHK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Kowalczyk07,
author = {Adam Kowalczyk},
editor = {Marcus Hutter and
Rocco A. Servedio and
Eiji Takimoto},
title = {Continuity of Performance Metrics for Thin Feature Maps},
booktitle = {Algorithmic Learning Theory, 18th International Conference, {ALT}
2007, Sendai, Japan, October 1-4, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4754},
pages = {343--357},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75225-7\_28},
doi = {10.1007/978-3-540-75225-7\_28},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/Kowalczyk07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Kowalczyk07,
author = {Adam Kowalczyk},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Classification of Anti-learnable Biological and Synthetic Data},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4702},
pages = {176--187},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74976-9\_19},
doi = {10.1007/978-3-540-74976-9\_19},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Kowalczyk07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/BedoSK06,
author = {Justin Bedo and
Conrad Sanderson and
Adam Kowalczyk},
editor = {Abdul Sattar and
Byeong{-}Ho Kang},
title = {An Efficient Alternative to {SVM} Based Recursive Feature Elimination
with Applications in Natural Language Processing and Bioinformatics},
booktitle = {{AI} 2006: Advances in Artificial Intelligence, 19th Australian Joint
Conference on Artificial Intelligence, Hobart, Australia, December
4-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4304},
pages = {170--180},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11941439\_21},
doi = {10.1007/11941439\_21},
timestamp = {Mon, 04 Nov 2019 12:36:13 +0100},
biburl = {https://dblp.org/rec/conf/ausai/BedoSK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/KowalczykC05,
author = {Adam Kowalczyk and
Olivier Chapelle},
editor = {Sanjay Jain and
Hans Ulrich Simon and
Etsuji Tomita},
title = {An Analysis of the Anti-learning Phenomenon for the Class Symmetric
Polyhedron},
booktitle = {Algorithmic Learning Theory, 16th International Conference, {ALT}
2005, Singapore, October 8-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3734},
pages = {78--91},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564089\_8},
doi = {10.1007/11564089\_8},
timestamp = {Fri, 08 Sep 2023 21:18:15 +0200},
biburl = {https://dblp.org/rec/conf/alt/KowalczykC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/RaskuttiK04,
author = {Bhavani Raskutti and
Adam Kowalczyk},
title = {Extreme re-balancing for SVMs: a case study},
journal = {{SIGKDD} Explor.},
volume = {6},
number = {1},
pages = {60--69},
year = {2004},
url = {https://doi.org/10.1145/1007730.1007739},
doi = {10.1145/1007730.1007739},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/RaskuttiK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KowalczykRF04,
author = {Adam Kowalczyk and
Bhavani Raskutti and
Herman L. Ferr{\'{a}}},
editor = {Honghua Dai and
Ramakrishnan Srikant and
Chengqi Zhang},
title = {Exploring Potential of Leave-One-Out Estimator for Calibration of
{SVM} in Text Mining},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3056},
pages = {361--372},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24775-3\_44},
doi = {10.1007/978-3-540-24775-3\_44},
timestamp = {Fri, 04 Jun 2021 18:07:01 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KowalczykRF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KowalczykR03,
author = {Adam Kowalczyk and
Bhavani Raskutti},
editor = {Nada Lavrac and
Dragan Gamberger and
Hendrik Blockeel and
Ljupco Todorovski},
title = {Exploring Fringe Settings of SVMs for Classification},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,
Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2838},
pages = {278--290},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39804-2\_26},
doi = {10.1007/978-3-540-39804-2\_26},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KowalczykR03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/KowalczykR02,
author = {Adam Kowalczyk and
Bhavani Raskutti},
title = {One Class {SVM} for Yeast Regulation Prediction},
journal = {{SIGKDD} Explor.},
volume = {4},
number = {2},
pages = {99--100},
year = {2002},
url = {https://doi.org/10.1145/772862.772878},
doi = {10.1145/772862.772878},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/KowalczykR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GartnerFKS02,
author = {Thomas G{\"{a}}rtner and
Peter A. Flach and
Adam Kowalczyk and
Alexander J. Smola},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Multi-Instance Kernels},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {179--186},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GartnerFKS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaskuttiFK02,
author = {Bhavani Raskutti and
Herman L. Ferr{\'{a}} and
Adam Kowalczyk},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Using Unlabelled Data for Text Classification through Addition of
Cluster Parameters},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {514--521},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Fri, 22 Nov 2002 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RaskuttiFK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RaskuttiFK02,
author = {Bhavani Raskutti and
Herman L. Ferr{\'{a}} and
Adam Kowalczyk},
title = {Combining clustering and co-training to enhance text classification
using unlabelled data},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {620--625},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775139},
doi = {10.1145/775047.775139},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RaskuttiFK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/KowalczykR01,
author = {Adam Kowalczyk and
Bhavani Raskutti},
editor = {Markus Stumptner and
Dan Corbett and
Michael J. Brooks},
title = {Learner's Self-Assessment: {A} Case Study of {SVM} for Information
Retrieval},
booktitle = {{AI} 2001: Advances in Artificial Intelligence, 14th Australian Joint
Conference on Artificial Intelligence, Adelaide, Australia, December
10-14, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2256},
pages = {249--260},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45656-2\_22},
doi = {10.1007/3-540-45656-2\_22},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/KowalczykR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/RaskuttiFK01,
author = {Bhavani Raskutti and
Herman L. Ferr{\'{a}} and
Adam Kowalczyk},
editor = {Luc De Raedt and
Peter A. Flach},
title = {Second Order Features for Maximising Text Classification Performance},
booktitle = {Machine Learning: {EMCL} 2001, 12th European Conference on Machine
Learning, Freiburg, Germany, September 5-7, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2167},
pages = {419--430},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44795-4\_36},
doi = {10.1007/3-540-44795-4\_36},
timestamp = {Sun, 25 Oct 2020 23:05:12 +0100},
biburl = {https://dblp.org/rec/conf/ecml/RaskuttiFK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KowalczykSW01,
author = {Adam Kowalczyk and
Alexander J. Smola and
Robert C. Williamson},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Kernel Machines and Boolean Functions},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {439--446},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/d77f00766fd3be3f2189c843a6af3fb2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KowalczykSW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Kowalczyk00,
author = {Adam Kowalczyk},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Sparsity of Data Representation of Optimal Kernel Machine and Leave-one-out
Estimator},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {252--258},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/c164bbc9d6c72a52c599bbb43d8db8e1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Kowalczyk00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/CampbellCDFKS97,
author = {Peter K. Campbell and
Alan Christiansen and
Michael Dale and
Herman L. Ferr{\'{a}} and
Adam Kowalczyk and
Jacek Szymanski},
title = {Experiments with Simple Neural Networks for Real-Time Control},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {15},
number = {2},
pages = {165--178},
year = {1997},
url = {https://doi.org/10.1109/49.552067},
doi = {10.1109/49.552067},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/CampbellCDFKS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Kowalczyk97,
author = {Adam Kowalczyk},
title = {Estimates of Storage Capacity of Multilayer Perceptron with Threshold
Logic Hidden Units},
journal = {Neural Networks},
volume = {10},
number = {8},
pages = {1417--1433},
year = {1997},
url = {https://doi.org/10.1016/S0893-6080(97)00009-9},
doi = {10.1016/S0893-6080(97)00009-9},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Kowalczyk97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Kowalczyk97,
author = {Adam Kowalczyk},
editor = {Yoav Freund and
Robert E. Schapire},
title = {Dense Shattering and Teaching Dimensions for Differentiable Families
(Extended Abstract)},
booktitle = {Proceedings of the Tenth Annual Conference on Computational Learning
Theory, {COLT} 1997, Nashville, Tennessee, USA, July 6-9, 1997},
pages = {143--151},
publisher = {{ACM}},
year = {1997},
url = {https://doi.org/10.1145/267460.267490},
doi = {10.1145/267460.267490},
timestamp = {Wed, 21 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Kowalczyk97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KowalczykF96,
author = {Adam Kowalczyk and
Herman L. Ferr{\'{a}}},
editor = {Michael Mozer and
Michael I. Jordan and
Thomas Petsche},
title = {{MLP} Can Provably Generalize Much Better than VC-bounds Indicate},
booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver,
CO, USA, December 2-5, 1996},
pages = {190--196},
publisher = {{MIT} Press},
year = {1996},
url = {http://papers.nips.cc/paper/1219-mlp-can-provably-generalize-much-better-than-vc-bounds-indicate},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KowalczykF96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/CampbellDFK95,
author = {Peter K. Campbell and
Michael Dale and
Herman L. Ferr{\'{a}} and
Adam Kowalczyk},
title = {Neural networks in real time control of telecommunication networks},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'95),
Perth, WA, Australia, November 27 - December 1, 1995},
pages = {1546--1551},
publisher = {{IEEE}},
year = {1995},
url = {https://doi.org/10.1109/ICNN.1995.488789},
doi = {10.1109/ICNN.1995.488789},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/CampbellDFK95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/KowalczykSW95,
author = {Adam Kowalczyk and
J. Szymariski and
Robert C. Williamson},
title = {Learning curves from a modified VC-formalism: a case study},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'95),
Perth, WA, Australia, November 27 - December 1, 1995},
pages = {2939--2943},
publisher = {{IEEE}},
year = {1995},
url = {https://doi.org/10.1109/ICNN.1995.487248},
doi = {10.1109/ICNN.1995.487248},
timestamp = {Wed, 21 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/KowalczykSW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KowalczykSBW95,
author = {Adam Kowalczyk and
Jacek Szymanski and
Peter L. Bartlett and
Robert C. Williamson},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {Examples of learning curves from a modified VC-formalism},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {344--350},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1086-examples-of-learning-curves-from-a-modified-vc-formalism},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KowalczykSBW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CampbellDFK95,
author = {Peter K. Campbell and
Michael Dale and
Herman L. Ferr{\'{a}} and
Adam Kowalczyk},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {Experiments with Neural Networks for Real Time Implementation of Control},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {973--979},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1162-experiments-with-neural-networks-for-real-time-implementation-of-control},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CampbellDFK95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KowalczykF94,
author = {Adam Kowalczyk and
Herman L. Ferr{\'{a}}},
title = {Developing higher-order networks with empirically selected units},
journal = {{IEEE} Trans. Neural Networks},
volume = {5},
number = {5},
pages = {698--711},
year = {1994},
url = {https://doi.org/10.1109/72.317722},
doi = {10.1109/72.317722},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/KowalczykF94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KowalczykF94,
author = {Adam Kowalczyk and
Herman L. Ferr{\'{a}}},
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {Generalisation in Feedforward Networks},
booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
pages = {215--222},
publisher = {{MIT} Press},
year = {1994},
url = {http://papers.nips.cc/paper/913-generalisation-in-feedforward-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KowalczykF94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ReddingKD93,
author = {Nicholas J. Redding and
Adam Kowalczyk and
Tom Downs},
title = {Constructive higher-order network that is polynomial time},
journal = {Neural Networks},
volume = {6},
number = {7},
pages = {997--1010},
year = {1993},
url = {https://doi.org/10.1016/S0893-6080(09)80009-9},
doi = {10.1016/S0893-6080(09)80009-9},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ReddingKD93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Kowalczyk93,
author = {Adam Kowalczyk},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {Counting Function Theorem for Multi-Layer Networks},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {375--382},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/739-counting-function-theorem-for-multi-layer-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Kowalczyk93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Kowalczyk92,
author = {Adam Kowalczyk},
editor = {Stephen Jose Hanson and
Jack D. Cowan and
C. Lee Giles},
title = {Some Estimates on the Number of Connections and Hidden Units for Feed-Forward
Networks},
booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 3, 1992]},
pages = {639--646},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://papers.nips.cc/paper/695-some-estimates-of-necessary-number-of-connections-and-hidden-units-for-feed-forward-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Kowalczyk92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KowalczykFG91,
author = {Adam Kowalczyk and
Herman L. Ferr{\'{a}} and
Ken Gardiner},
editor = {Lawrence Birnbaum and
Gregg Collins},
title = {Discovering Production Rules with Higher Order Neural Networks},
booktitle = {Proceedings of the Eighth International Workshop (ML91), Northwestern
University, Evanston, Illinois, {USA}},
pages = {158--162},
publisher = {Morgan Kaufmann},
year = {1991},
url = {https://doi.org/10.1016/b978-1-55860-200-7.50035-0},
doi = {10.1016/B978-1-55860-200-7.50035-0},
timestamp = {Wed, 19 Jun 2019 17:09:09 +0200},
biburl = {https://dblp.org/rec/conf/icml/KowalczykFG91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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