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ORCIDBibTeX records: Michael R. Berthold
@inproceedings{DBLP:conf/ida/BertholdBGHW23,
author = {Michael R. Berthold and
Dashiell Brookhart and
Schalk Gerber and
Satoru Hayasaka and
Maarit Widmann},
editor = {Bruno Cr{\'{e}}milleux and
Sibylle Hess and
Siegfried Nijssen},
title = {Towards Data Science Design Patterns},
booktitle = {Advances in Intelligent Data Analysis {XXI} - 21st International Symposium
on Intelligent Data Analysis, {IDA} 2023, Louvain-la-Neuve, Belgium,
April 12-14, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13876},
pages = {55--64},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30047-9\_5},
doi = {10.1007/978-3-031-30047-9\_5},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/BertholdBGHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BertholdFS21,
author = {Michael R. Berthold and
Alexander Fillbrunn and
Arno Siebes},
title = {Widening: using parallel resources to improve model quality},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {4},
pages = {1258--1286},
year = {2021},
url = {https://doi.org/10.1007/s10618-021-00749-5},
doi = {10.1007/S10618-021-00749-5},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/BertholdFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/txcs/BertholdBHKS20,
author = {Michael R. Berthold and
Christian Borgelt and
Frank H{\"{o}}ppner and
Frank Klawonn and
Rosaria Silipo},
title = {Guide to Intelligent Data Science - How to Intelligently Make Use
of Real Data, Second Edition},
series = {Texts in Computer Science},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-45574-3},
doi = {10.1007/978-3-030-45574-3},
isbn = {978-3-030-45573-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/txcs/BertholdBHKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcomp/DietzRHDHEEMNRS20,
author = {Christian Dietz and
Curtis T. Rueden and
Stefan Helfrich and
Ellen T. A. Dobson and
Martin Horn and
Jan Eglinger and
Edward L. Evans and
Dalton T. McLean and
Tatiana Novitskaya and
William A. Ricke and
Nathan M. Sherer and
Andries Zijlstra and
Michael R. Berthold and
Kevin W. Eliceiri},
title = {Integration of the ImageJ Ecosystem in {KNIME} Analytics Platform},
journal = {Frontiers Comput. Sci.},
volume = {2},
pages = {8},
year = {2020},
url = {https://doi.org/10.3389/fcomp.2020.00008},
doi = {10.3389/FCOMP.2020.00008},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcomp/DietzRHDHEEMNRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2020,
editor = {Michael R. Berthold and
Ad Feelders and
Georg Krempl},
title = {Advances in Intelligent Data Analysis {XVIII} - 18th International
Symposium on Intelligent Data Analysis, {IDA} 2020, Konstanz, Germany,
April 27-29, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12080},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-44584-3},
doi = {10.1007/978-3-030-44584-3},
isbn = {978-3-030-44583-6},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GavriushinaSBPB19,
author = {Iuliia Gavriushina and
Oliver Sampson and
Michael R. Berthold and
Winfried Pohlmeier and
Christian Borgelt},
editor = {M. Arif Wani and
Taghi M. Khoshgoftaar and
Dingding Wang and
Huanjing Wang and
Naeem Seliya},
title = {Widened Learning of Index Tracking Portfolios},
booktitle = {18th {IEEE} International Conference On Machine Learning And Applications,
{ICMLA} 2019, Boca Raton, FL, USA, December 16-19, 2019},
pages = {1800--1805},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICMLA.2019.00291},
doi = {10.1109/ICMLA.2019.00291},
timestamp = {Mon, 24 Feb 2020 16:18:11 +0100},
biburl = {https://dblp.org/rec/conf/icmla/GavriushinaSBPB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SampsonBB18,
author = {Oliver R. Sampson and
Christian Borgelt and
Michael R. Berthold},
editor = {Wouter Duivesteijn and
Arno Siebes and
Antti Ukkonen},
title = {Communication-Free Widened Learning of Bayesian Network Classifiers
Using Hashed Fiedler Vectors},
booktitle = {Advances in Intelligent Data Analysis {XVII} - 17th International
Symposium, {IDA} 2018, 's-Hertogenbosch, The Netherlands, October
24-26, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11191},
pages = {264--277},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01768-2\_22},
doi = {10.1007/978-3-030-01768-2\_22},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/SampsonBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/WinterBB18,
author = {Patrick Winter and
Christian Borgelt and
Michael R. Berthold},
editor = {Wouter Duivesteijn and
Arno Siebes and
Antti Ukkonen},
title = {Learned Feature Generation for Molecules},
booktitle = {Advances in Intelligent Data Analysis {XVII} - 17th International
Symposium, {IDA} 2018, 's-Hertogenbosch, The Netherlands, October
24-26, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11191},
pages = {380--391},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01768-2\_31},
doi = {10.1007/978-3-030-01768-2\_31},
timestamp = {Thu, 11 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/WinterBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/FillbrunnWGB17,
author = {Alexander Fillbrunn and
Leonard W{\"{o}}rteler and
Michael Grossniklaus and
Michael R. Berthold},
editor = {Niall M. Adams and
Allan Tucker and
David John Weston},
title = {Bucket Selection: {A} Model-Independent Diverse Selection Strategy
for Widening},
booktitle = {Advances in Intelligent Data Analysis {XVI} - 16th International Symposium,
{IDA} 2017, London, UK, October 26-28, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10584},
pages = {87--98},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68765-0\_8},
doi = {10.1007/978-3-319-68765-0\_8},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/FillbrunnWGB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SampsonB16,
author = {Oliver R. Sampson and
Michael R. Berthold},
editor = {Henrik Bostr{\"{o}}m and
Arno J. Knobbe and
Carlos Soares and
Panagiotis Papapetrou},
title = {Widened Learning of Bayesian Network Classifiers},
booktitle = {Advances in Intelligent Data Analysis {XV} - 15th International Symposium,
{IDA} 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9897},
pages = {215--225},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46349-0\_19},
doi = {10.1007/978-3-319-46349-0\_19},
timestamp = {Sun, 02 Jun 2019 21:13:53 +0200},
biburl = {https://dblp.org/rec/conf/ida/SampsonB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BertholdH16,
author = {Michael R. Berthold and
Frank H{\"{o}}ppner},
title = {On Clustering Time Series Using Euclidean Distance and Pearson Correlation},
journal = {CoRR},
volume = {abs/1601.02213},
year = {2016},
url = {http://arxiv.org/abs/1601.02213},
eprinttype = {arXiv},
eprint = {1601.02213},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BertholdH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodb/NicolaBHG15,
author = {George Nicola and
Michael R. Berthold and
Michael P. Hedrick and
Michael K. Gilson},
title = {Connecting proteins with drug-like compounds: Open source drug discovery
workflows with BindingDB and {KNIME}},
journal = {Database J. Biol. Databases Curation},
volume = {2015},
year = {2015},
url = {https://doi.org/10.1093/database/bav087},
doi = {10.1093/DATABASE/BAV087},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodb/NicolaBHG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KotterGBF15,
author = {Tobias K{\"{o}}tter and
Stephan G{\"{u}}nnemann and
Michael R. Berthold and
Christos Faloutsos},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Automatic Taxonomy Extraction from Bipartite Graphs},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {221--230},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.24},
doi = {10.1109/ICDM.2015.24},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KotterGBF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/FillbrunnB15,
author = {Alexander Fillbrunn and
Michael R. Berthold},
editor = {{\'{E}}lisa Fromont and
Tijl De Bie and
Matthijs van Leeuwen},
title = {Diversity-Driven Widening of Hierarchical Agglomerative Clustering},
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 = {84--94},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24465-5\_8},
doi = {10.1007/978-3-319-24465-5\_8},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/FillbrunnB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KotterGFB15,
author = {Tobias K{\"{o}}tter and
Stephan G{\"{u}}nnemann and
Christos Faloutsos and
Michael R. Berthold},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Extracting Taxonomies from Bipartite Graphs},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {51--52},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2742753},
doi = {10.1145/2740908.2742753},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/KotterGFB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/MeinlWB14,
author = {Thorsten Meinl and
Bernd Wiswedel and
Michael R. Berthold},
title = {Looking over the rim: algorithms for cheminformatics from computer
scientists},
journal = {J. Cheminformatics},
volume = {6},
number = {{S-1}},
pages = {13},
year = {2014},
url = {https://doi.org/10.1186/1758-2946-6-S1-O13},
doi = {10.1186/1758-2946-6-S1-O13},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcheminf/MeinlWB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SampsonB14,
author = {Oliver Sampson and
Michael R. Berthold},
editor = {Hendrik Blockeel and
Matthijs van Leeuwen and
Veronica Vinciotti},
title = {Widened {KRIMP:} Better Performance through Diverse Parallelism},
booktitle = {Advances in Intelligent Data Analysis {XIII} - 13th International
Symposium, {IDA} 2014, Leuven, Belgium, October 30 - November 1, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8819},
pages = {276--285},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12571-8\_24},
doi = {10.1007/978-3-319-12571-8\_24},
timestamp = {Mon, 03 Jan 2022 22:18:10 +0100},
biburl = {https://dblp.org/rec/conf/ida/SampsonB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/StuhlerB14,
author = {Elisabeth St{\"{u}}hler and
Michael R. Berthold},
editor = {Bjoern H. Menze and
Georg Langs and
Albert Montillo and
B. Michael Kelm and
Henning M{\"{u}}ller and
Shaoting Zhang and
Tom Weidong Cai and
Dimitris N. Metaxas},
title = {Dementia-Related Features in Longitudinal {MRI:} Tracking Keypoints
over Time},
booktitle = {Medical Computer Vision: Algorithms for Big Data - International Workshop,
{MCV} 2014, Held in Conjunction with {MICCAI} 2014, Cambridge, MA,
USA, September 18, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8848},
pages = {59--70},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13972-2\_6},
doi = {10.1007/978-3-319-13972-2\_6},
timestamp = {Tue, 07 May 2024 19:59:28 +0200},
biburl = {https://dblp.org/rec/conf/miccai/StuhlerB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KotterGBF14,
author = {Tobias K{\"{o}}tter and
Stephan G{\"{u}}nnemann and
Michael R. Berthold and
Christos Faloutsos},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Fault-Tolerant Concept Detection in Information Networks},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8443},
pages = {410--421},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_34},
doi = {10.1007/978-3-319-06608-0\_34},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KotterGBF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/BeiskenMWFBS13,
author = {Stephan Beisken and
Thorsten Meinl and
Bernd Wiswedel and
Luis F. de Figueiredo and
Michael R. Berthold and
Christoph Steinbeck},
title = {{KNIME-CDK:} Workflow-driven Cheminformatics},
journal = {{BMC} Bioinform.},
volume = {14},
pages = {257},
year = {2013},
url = {https://doi.org/10.1186/1471-2105-14-257},
doi = {10.1186/1471-2105-14-257},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/BeiskenMWFBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evs/AdaB13,
author = {Iris Ad{\"{a}} and
Michael R. Berthold},
title = {{EVE:} a framework for event detection},
journal = {Evol. Syst.},
volume = {4},
number = {1},
pages = {61--70},
year = {2013},
url = {https://doi.org/10.1007/s12530-012-9067-0},
doi = {10.1007/S12530-012-9067-0},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evs/AdaB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/BertholdWG13,
author = {Michael R. Berthold and
Bernd Wiswedel and
Thomas R. Gabriel},
title = {Fuzzy Logic in {KNIME} - Modules for Approximate Reasoning -},
journal = {Int. J. Comput. Intell. Syst.},
volume = {6},
number = {sup1},
pages = {34--45},
year = {2013},
url = {https://doi.org/10.1080/18756891.2013.818186},
doi = {10.1080/18756891.2013.818186},
timestamp = {Tue, 16 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/BertholdWG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/HornB13,
author = {Martin Horn and
Michael R. Berthold},
editor = {Alfredo Petrosino},
title = {Learning Precise Local Boundaries in Images from Human Tracings},
booktitle = {Image Analysis and Processing - {ICIAP} 2013 - 17th International
Conference, Naples, Italy, September 9-13, 2013. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {8156},
pages = {131--140},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41181-6\_14},
doi = {10.1007/978-3-642-41181-6\_14},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/iciap/HornB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/AdaB13,
author = {Iris Ad{\"{a}} and
Michael R. Berthold},
editor = {Allan Tucker and
Frank H{\"{o}}ppner and
Arno Siebes and
Stephen Swift},
title = {Detecting Events in Molecular Dynamics Simulations},
booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
{IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8207},
pages = {44--55},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41398-8\_5},
doi = {10.1007/978-3-642-41398-8\_5},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/AdaB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/IvanovaB13,
author = {Violeta N. Ivanova and
Michael R. Berthold},
editor = {Allan Tucker and
Frank H{\"{o}}ppner and
Arno Siebes and
Stephen Swift},
title = {Diversity-Driven Widening},
booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
{IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8207},
pages = {223--236},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41398-8\_20},
doi = {10.1007/978-3-642-41398-8\_20},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/IvanovaB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/multiclust/Berthold13,
author = {Michael R. Berthold},
editor = {Ira Assent and
Carlotta Domeniconi and
Francesco Gullo and
Andrea Tagarelli and
Arthur Zimek},
title = {Parallel universes},
booktitle = {Proceedings of the 4th MultiClust Workshop on Multiple Clusterings,
Multi-view Data, and Multi-source Knowledge-driven Clustering, in
conjunction with {KDD} 2013, Chicago, IL, USA, August 11, 2013},
pages = {2},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2501006.2501008},
doi = {10.1145/2501006.2501008},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/multiclust/Berthold13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RijnBTGUFWWBV13,
author = {Jan N. van Rijn and
Bernd Bischl and
Lu{\'{\i}}s Torgo and
Bo Gao and
Venkatesh Umaashankar and
Simon Fischer and
Patrick Winter and
Bernd Wiswedel and
Michael R. Berthold and
Joaquin Vanschoren},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {OpenML: {A} Collaborative Science Platform},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {645--649},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_46},
doi = {10.1007/978-3-642-40994-3\_46},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RijnBTGUFWWBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/GesingAKGBBSTKK09,
author = {Sandra Gesing and
Malcolm P. Atkinson and
Iraklis A. Klampanos and
Michelle Galea and
Michael R. Berthold and
Roberto Barbera and
Diego Scardaci and
G{\'{a}}bor Tersty{\'{a}}nszky and
Tam{\'{a}}s Kiss and
P{\'{e}}ter Kacsuk},
editor = {Johan Montagnat and
Ian J. Taylor},
title = {The demand for consistent web-based workflow editors},
booktitle = {Proceedings of {WORKS} 2013: 8th Workshop On Workflows in Support
of Large-Scale Science, Held in conjunction with SC13, Denver, CO,
USA, November 17, 2013},
pages = {112--123},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2534248.2534260},
doi = {10.1145/2534248.2534260},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/GesingAKGBBSTKK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/PeterHB13,
author = {Sebastian Peter and
Frank H{\"{o}}ppner and
Michael R. Berthold},
editor = {Max Bramer and
Miltos Petridis},
title = {Pattern Graphs: Combining Multivariate Time Series and Labelled Interval
Sequences for Classification},
booktitle = {Research and Development in Intelligent Systems XXX, Incorporating
Applications and Innovations in Intelligent Systems {XXI} Proceedings
of AI-2013, The Thirty-third {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Cambridge,
England, UK, December 10-12, 2013},
pages = {5--18},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-02621-3\_1},
doi = {10.1007/978-3-319-02621-3\_1},
timestamp = {Tue, 23 May 2017 01:10:42 +0200},
biburl = {https://dblp.org/rec/conf/sgai/PeterHB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/smps/2012,
editor = {Rudolf Kruse and
Michael R. Berthold and
Christian Moewes and
Mar{\'{\i}}a Angeles Gil and
Przemyslaw Grzegorzewski and
Olgierd Hryniewicz},
title = {Synergies of Soft Computing and Statistics for Intelligent Data Analysis,
Proceedings of the 6th International Conference on Soft Methods in
Probability and Statistics, {SMPS} 2012, Konstanz, Germany, October
4-6, 2012},
series = {Advances in Intelligent Systems and Computing},
volume = {190},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-33042-1},
doi = {10.1007/978-3-642-33042-1},
isbn = {978-3-642-33041-4},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smps/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/AkbarIB12,
author = {Zaenal Akbar and
Violeta N. Ivanova and
Michael R. Berthold},
editor = {Jaakko Hollm{\'{e}}n and
Frank Klawonn and
Allan Tucker},
title = {Parallel Data Mining Revisited. Better, Not Faster},
booktitle = {Advances in Intelligent Data Analysis {XI} - 11th International Symposium,
{IDA} 2012, Helsinki, Finland, October 25-27, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7619},
pages = {23--34},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34156-4\_4},
doi = {10.1007/978-3-642-34156-4\_4},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/AkbarIB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/PeterHB12,
author = {Sebastian Peter and
Frank H{\"{o}}ppner and
Michael R. Berthold},
editor = {Jaakko Hollm{\'{e}}n and
Frank Klawonn and
Allan Tucker},
title = {Learning Pattern Graphs for Multivariate Temporal Pattern Retrieval},
booktitle = {Advances in Intelligent Data Analysis {XI} - 11th International Symposium,
{IDA} 2012, Helsinki, Finland, October 25-27, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7619},
pages = {264--275},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34156-4\_25},
doi = {10.1007/978-3-642-34156-4\_25},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/PeterHB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/is/PeterHB12,
author = {Sebastian Peter and
Frank H{\"{o}}ppner and
Michael R. Berthold},
title = {Pattern graphs: {A} knowledge-based tool for multivariate temporal
pattern retrieval},
booktitle = {6th {IEEE} International Conference on Intelligent Systems, {IS} 2012,
Sofia, Bulgaria, September 6-8, 2012},
pages = {67--73},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IS.2012.6335193},
doi = {10.1109/IS.2012.6335193},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/is/PeterHB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/12/Berthold12,
author = {Michael R. Berthold},
editor = {Mohamed Medhat Gaber},
title = {From Patterns to Discoveries},
booktitle = {Journeys to Data Mining},
pages = {43--49},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28047-4\_4},
doi = {10.1007/978-3-642-28047-4\_4},
timestamp = {Mon, 16 Sep 2019 14:43:25 +0200},
biburl = {https://dblp.org/rec/books/sp/12/Berthold12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/Berthold12,
author = {Michael R. Berthold},
editor = {Michael R. Berthold},
title = {Towards Bisociative Knowledge Discovery},
booktitle = {Bisociative Knowledge Discovery - An Introduction to Concept, Algorithms,
Tools, and Applications},
series = {Lecture Notes in Computer Science},
volume = {7250},
pages = {1--10},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31830-6\_1},
doi = {10.1007/978-3-642-31830-6\_1},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/series/lncs/Berthold12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/DubitzkyKSB12,
author = {Werner Dubitzky and
Tobias K{\"{o}}tter and
Oliver Schmidt and
Michael R. Berthold},
editor = {Michael R. Berthold},
title = {Towards Creative Information Exploration Based on Koestler's Concept
of Bisociation},
booktitle = {Bisociative Knowledge Discovery - An Introduction to Concept, Algorithms,
Tools, and Applications},
series = {Lecture Notes in Computer Science},
volume = {7250},
pages = {11--32},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31830-6\_2},
doi = {10.1007/978-3-642-31830-6\_2},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/DubitzkyKSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/KotterB12,
author = {Tobias K{\"{o}}tter and
Michael R. Berthold},
editor = {Michael R. Berthold},
title = {From Information Networks to Bisociative Information Networks},
booktitle = {Bisociative Knowledge Discovery - An Introduction to Concept, Algorithms,
Tools, and Applications},
series = {Lecture Notes in Computer Science},
volume = {7250},
pages = {33--50},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31830-6\_3},
doi = {10.1007/978-3-642-31830-6\_3},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/KotterB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/KotterB12a,
author = {Tobias K{\"{o}}tter and
Michael R. Berthold},
editor = {Michael R. Berthold},
title = {(Missing) Concept Discovery in Heterogeneous Information Networks},
booktitle = {Bisociative Knowledge Discovery - An Introduction to Concept, Algorithms,
Tools, and Applications},
series = {Lecture Notes in Computer Science},
volume = {7250},
pages = {230--245},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31830-6\_16},
doi = {10.1007/978-3-642-31830-6\_16},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/KotterB12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/ThielB12,
author = {Kilian Thiel and
Michael R. Berthold},
editor = {Michael R. Berthold},
title = {Node Similarities from Spreading Activation},
booktitle = {Bisociative Knowledge Discovery - An Introduction to Concept, Algorithms,
Tools, and Applications},
series = {Lecture Notes in Computer Science},
volume = {7250},
pages = {246--262},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31830-6\_17},
doi = {10.1007/978-3-642-31830-6\_17},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/ThielB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/NagelTKPB12,
author = {Uwe Nagel and
Kilian Thiel and
Tobias K{\"{o}}tter and
Dawid Piatek and
Michael R. Berthold},
editor = {Michael R. Berthold},
title = {Towards Discovery of Subgraph Bisociations},
booktitle = {Bisociative Knowledge Discovery - An Introduction to Concept, Algorithms,
Tools, and Applications},
series = {Lecture Notes in Computer Science},
volume = {7250},
pages = {263--284},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31830-6\_18},
doi = {10.1007/978-3-642-31830-6\_18},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/NagelTKPB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/HaunGNKTB12,
author = {Stefan Haun and
Tatiana Gossen and
Andreas N{\"{u}}rnberger and
Tobias K{\"{o}}tter and
Kilian Thiel and
Michael R. Berthold},
editor = {Michael R. Berthold},
title = {On the Integration of Graph Exploration and Data Analysis: The Creative
Exploration Toolkit},
booktitle = {Bisociative Knowledge Discovery - An Introduction to Concept, Algorithms,
Tools, and Applications},
series = {Lecture Notes in Computer Science},
volume = {7250},
pages = {301--312},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31830-6\_21},
doi = {10.1007/978-3-642-31830-6\_21},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/HaunGNKTB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/lncs/7250,
editor = {Michael R. Berthold},
title = {Bisociative Knowledge Discovery - An Introduction to Concept, Algorithms,
Tools, and Applications},
series = {Lecture Notes in Computer Science},
volume = {7250},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31830-6},
doi = {10.1007/978-3-642-31830-6},
isbn = {978-3-642-31829-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/7250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/MeinlOB11,
author = {Thorsten Meinl and
Claude Ostermann and
Michael R. Berthold},
title = {Maximum-Score Diversity Selection for Early Drug Discovery},
journal = {J. Chem. Inf. Model.},
volume = {51},
number = {2},
pages = {237--247},
year = {2011},
url = {https://doi.org/10.1021/ci100426r},
doi = {10.1021/CI100426R},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/MeinlOB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccrea/KotterB11,
author = {Tobias K{\"{o}}tter and
Michael R. Berthold},
editor = {Dan Ventura and
Pablo Gerv{\'{a}}s and
D. Fox Harrell and
Mary Lou Maher and
Alison Pease and
Geraint A. Wiggins},
title = {(Missing) Concept Discovery in Heterogeneous Information Networks},
booktitle = {Proceedings of the Second International Conference on Computational
Creativity, {ICCC} 2011, Mexico City, Mexico, April 27-29, 2011},
pages = {135--140},
publisher = {computationalcreativity.net},
year = {2011},
url = {http://computationalcreativity.net/iccc2011/proceedings/the\_cognitive/koetter\_iccc11.pdf},
timestamp = {Fri, 11 Dec 2020 14:55:40 +0100},
biburl = {https://dblp.org/rec/conf/icccrea/KotterB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AdaB11,
author = {Iris Ad{\"{a}} and
Michael R. Berthold},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Unifying Change - Towards a Framework for Detecting the Unexpected},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {555--559},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.173},
doi = {10.1109/ICDMW.2011.173},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AdaB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/Berthold11,
author = {Michael R. Berthold},
editor = {Jo{\~{a}}o Gama and
Elizabeth Bradley and
Jaakko Hollm{\'{e}}n},
title = {Bisociative Knowledge Discovery},
booktitle = {Advances in Intelligent Data Analysis {X} - 10th International Symposium,
{IDA} 2011, Porto, Portugal, October 29-31, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7014},
pages = {1--7},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24800-9\_1},
doi = {10.1007/978-3-642-24800-9\_1},
timestamp = {Mon, 30 Nov 2020 08:47:24 +0100},
biburl = {https://dblp.org/rec/conf/ida/Berthold11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/NagelTKPB11,
author = {Uwe Nagel and
Kilian Thiel and
Tobias K{\"{o}}tter and
Dawid Piatek and
Michael R. Berthold},
editor = {Jo{\~{a}}o Gama and
Elizabeth Bradley and
Jaakko Hollm{\'{e}}n},
title = {Bisociative Discovery of Interesting Relations between Domains},
booktitle = {Advances in Intelligent Data Analysis {X} - 10th International Symposium,
{IDA} 2011, Porto, Portugal, October 29-31, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7014},
pages = {306--317},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24800-9\_29},
doi = {10.1007/978-3-642-24800-9\_29},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/NagelTKPB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/WiswedelB11,
author = {Bernd Wiswedel and
Michael R. Berthold},
editor = {Jo{\~{a}}o Gama and
Elizabeth Bradley and
Jaakko Hollm{\'{e}}n},
title = {Supervised Learning in Parallel Universes Using Neighborgrams},
booktitle = {Advances in Intelligent Data Analysis {X} - 10th International Symposium,
{IDA} 2011, Porto, Portugal, October 29-31, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7014},
pages = {388--400},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24800-9\_36},
doi = {10.1007/978-3-642-24800-9\_36},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/WiswedelB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HornB11,
author = {Martin Horn and
Michael R. Berthold},
title = {Towards active segmentation of cell images},
booktitle = {Proceedings of the 8th {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011,
Chicago, Illinois, {USA}},
pages = {177--181},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISBI.2011.5872382},
doi = {10.1109/ISBI.2011.5872382},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/HornB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/AdaB11,
author = {Iris Ad{\"{a}} and
Michael R. Berthold},
editor = {Myra Spiliopoulou and
Andreas N{\"{u}}rnberger and
Ren{\'{e}} Schult},
title = {Unifying Change - Towards a Framework for Detecting the Unexpected},
booktitle = {Report of the symposium "Lernen, Wissen, Adaptivit{\"{a}}t 2011"
of the {GI} special interest groups KDML, {IR} and WM, {LWA} 2011,
Magdeburg, 28.-30.September 2011},
pages = {12},
publisher = {Fakult{\"{a}}t f{\"{u}}r Informatik, Otto-von-Guericke-Universit{\"{a}}t
Magdeburg},
year = {2011},
timestamp = {Tue, 14 Feb 2023 10:59:16 +0100},
biburl = {https://dblp.org/rec/conf/lwa/AdaB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/txcs/BertholdBHK10,
author = {Michael R. Berthold and
Christian Borgelt and
Frank H{\"{o}}ppner and
Frank Klawonn},
title = {Guide to Intelligent Data Analysis - How to Intelligently Make Sense
of Real Data},
series = {Texts in Computer Science},
volume = {42},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-84882-260-3},
doi = {10.1007/978-1-84882-260-3},
isbn = {978-1-84882-259-7},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/txcs/BertholdBHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WiswedelHB10,
author = {Bernd Wiswedel and
Frank H{\"{o}}ppner and
Michael R. Berthold},
title = {Learning in parallel universes},
journal = {Data Min. Knowl. Discov.},
volume = {21},
number = {1},
pages = {130--152},
year = {2010},
url = {https://doi.org/10.1007/s10618-010-0170-1},
doi = {10.1007/S10618-010-0170-1},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/WiswedelHB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ReformatB10,
author = {Marek Z. Reformat and
Michael R. Berthold},
title = {Editorial},
journal = {Int. J. Approx. Reason.},
volume = {51},
number = {8},
pages = {867--868},
year = {2010},
url = {https://doi.org/10.1016/j.ijar.2010.07.007},
doi = {10.1016/J.IJAR.2010.07.007},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/ReformatB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/MeinlONZB10,
author = {Thorsten Meinl and
Claude Ostermann and
Olaf Nimz and
Andrea Zaliani and
Michael R. Berthold},
title = {Maximum-score diversity selection for early drug discovery},
journal = {J. Cheminformatics},
volume = {2},
number = {{S-1}},
pages = {33},
year = {2010},
url = {https://doi.org/10.1186/1758-2946-2-S1-P33},
doi = {10.1186/1758-2946-2-S1-P33},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcheminf/MeinlONZB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/CebronB10,
author = {Nicolas Cebron and
Michael R. Berthold},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Active learning in parallel universes},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {1621--1624},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871688},
doi = {10.1145/1871437.1871688},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/CebronB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccrea/KotterTB10,
author = {Tobias K{\"{o}}tter and
Kilian Thiel and
Michael R. Berthold},
editor = {Dan Ventura and
Alison Pease and
Rafael P{\'{e}}rez y P{\'{e}}rez and
Graeme Ritchie and
Tony Veale},
title = {Domain Bridging Associations Support Creativity},
booktitle = {Proceedings of the International Conference on Computational Creativity,
{ICCC} 2010, Lisbon, Portugal, January 7-9, 2010},
pages = {200--204},
publisher = {computationalcreativity.net},
year = {2010},
url = {http://computationalcreativity.net/iccc2010/papers/kotter-thiel-berthold.pdf},
timestamp = {Fri, 11 Dec 2020 14:56:08 +0100},
biburl = {https://dblp.org/rec/conf/icccrea/KotterTB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ThielB10,
author = {Kilian Thiel and
Michael R. Berthold},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Node Similarities from Spreading Activation},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {1085--1090},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.108},
doi = {10.1109/ICDM.2010.108},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ThielB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/AdamsCB10,
author = {Niall M. Adams and
Paul R. Cohen and
Michael R. Berthold},
editor = {Paul R. Cohen and
Niall M. Adams and
Michael R. Berthold},
title = {Changing the Focus of the {IDA} Symposium},
booktitle = {Advances in Intelligent Data Analysis IX, 9th International Symposium,
{IDA} 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6065},
pages = {1--5},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13062-5\_1},
doi = {10.1007/978-3-642-13062-5\_1},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/AdamsCB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AdaB10,
author = {Iris Ad{\"{a}} and
Michael R. Berthold},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {The new iris data: modular data generators},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {413--422},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835858},
doi = {10.1145/1835804.1835858},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AdaB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaunNKTB10,
author = {Stefan Haun and
Andreas N{\"{u}}rnberger and
Tobias K{\"{o}}tter and
Kilian Thiel and
Michael R. Berthold},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {{CET:} {A} Tool for Creative Exploration of Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6323},
pages = {587--590},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_39},
doi = {10.1007/978-3-642-15939-8\_39},
timestamp = {Fri, 25 Dec 2020 01:15:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HaunNKTB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/AdaTB10,
author = {Iris Ad{\"{a}} and
Kilian Thiel and
Michael R. Berthold},
title = {Distance aware tag clouds},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Istanbul, Turkey, 10-13 October 2010},
pages = {2316--2322},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICSMC.2010.5641993},
doi = {10.1109/ICSMC.2010.5641993},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/AdaTB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2010,
editor = {Paul R. Cohen and
Niall M. Adams and
Michael R. Berthold},
title = {Advances in Intelligent Data Analysis IX, 9th International Symposium,
{IDA} 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6065},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13062-5},
doi = {10.1007/978-3-642-13062-5},
isbn = {978-3-642-13061-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/PatelSSSBBA09,
author = {Vimla L. Patel and
Edward H. Shortliffe and
Mario Stefanelli and
Peter Szolovits and
Michael R. Berthold and
Riccardo Bellazzi and
Ameen Abu{-}Hanna},
title = {The coming of age of artificial intelligence in medicine},
journal = {Artif. Intell. Medicine},
volume = {46},
number = {1},
pages = {5--17},
year = {2009},
url = {https://doi.org/10.1016/j.artmed.2008.07.017},
doi = {10.1016/J.ARTMED.2008.07.017},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/PatelSSSBBA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CebronB09,
author = {Nicolas Cebron and
Michael R. Berthold},
title = {Active learning for object classification: from exploration to exploitation},
journal = {Data Min. Knowl. Discov.},
volume = {18},
number = {2},
pages = {283--299},
year = {2009},
url = {https://doi.org/10.1007/s10618-008-0115-0},
doi = {10.1007/S10618-008-0115-0},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/CebronB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/BertholdCDGKMOTW09,
author = {Michael R. Berthold and
Nicolas Cebron and
Fabian Dill and
Thomas R. Gabriel and
Tobias K{\"{o}}tter and
Thorsten Meinl and
Peter Ohl and
Kilian Thiel and
Bernd Wiswedel},
title = {{KNIME} - the Konstanz information miner: version 2.0 and beyond},
journal = {{SIGKDD} Explor.},
volume = {11},
number = {1},
pages = {26--31},
year = {2009},
url = {https://doi.org/10.1145/1656274.1656280},
doi = {10.1145/1656274.1656280},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/BertholdCDGKMOTW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BertholdBKMNT09,
author = {Michael R. Berthold and
Ulrik Brandes and
Tobias K{\"{o}}tter and
Martin Mader and
Uwe Nagel and
Kilian Thiel},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Pure spreading activation is pointless},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1915--1918},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646264},
doi = {10.1145/1645953.1646264},
timestamp = {Fri, 27 Aug 2021 11:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BertholdBKMNT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/GabrielTB09,
author = {Thomas R. Gabriel and
Kilian Thiel and
Michael R. Berthold},
editor = {Jo{\~{a}}o Paulo Carvalho and
Didier Dubois and
Uzay Kaymak and
Jo{\~{a}}o Miguel da Costa Sousa},
title = {Multi-Dimensional Scaling applied to Hierarchical Rule Systems},
booktitle = {Proceedings of the Joint 2009 International Fuzzy Systems Association
World Congress and 2009 European Society of Fuzzy Logic and Technology
Conference, Lisbon, Portugal, July 20-24, 2009},
pages = {944--949},
year = {2009},
url = {http://www.eusflat.org/proceedings/IFSA-EUSFLAT\_2009/pdf/tema\_0944.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/GabrielTB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MeinlB09,
author = {Thorsten Meinl and
Michael R. Berthold},
editor = {Franz Rothlauf},
title = {Crossover operators for multiobjective k-subset selection},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {1809--1810},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1570173},
doi = {10.1145/1569901.1570173},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/MeinlB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZellerGLBMPHTH09,
author = {Michael Zeller and
Robert Grossman and
Christoph Lingenfelder and
Michael R. Berthold and
Erik Marcad{\'{e}} and
Rick Pechter and
Mike Hoskins and
Wayne Thompson and
Rich Holada},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Open standards and cloud computing: {KDD-2009} panel report},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {11--18},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557027},
doi = {10.1145/1557019.1557027},
timestamp = {Mon, 06 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZellerGLBMPHTH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/CebronB08,
author = {Nicolas Cebron and
Michael R. Berthold},
title = {Adaptive prototype-based fuzzy classification},
journal = {Fuzzy Sets Syst.},
volume = {159},
number = {21},
pages = {2806--2818},
year = {2008},
url = {https://doi.org/10.1016/j.fss.2008.03.019},
doi = {10.1016/J.FSS.2008.03.019},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/CebronB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/GabrielB08,
author = {Thomas R. Gabriel and
Michael R. Berthold},
title = {Corrigendum to: Influence of fuzzy norms and other heuristics on "Mixed
fuzzy rule formation" [Int. J. Approx. Reasoning 35 {(2004)}
195-202]},
journal = {Int. J. Approx. Reason.},
volume = {47},
number = {2},
pages = {265},
year = {2008},
url = {https://doi.org/10.1016/j.ijar.2007.07.006},
doi = {10.1016/J.IJAR.2007.07.006},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/GabrielB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/BertholdDKT08,
author = {Michael R. Berthold and
Fabian Dill and
Tobias K{\"{o}}tter and
Kilian Thiel},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Supporting Creativity: Towards Associative Discovery of New Insights},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {14--25},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_3},
doi = {10.1007/978-3-540-68125-0\_3},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/BertholdDKT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2008,
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Michael R. Berthold and
Tam{\'{a}}s Horv{\'{a}}th},
title = {Discovery Science, 11th International Conference, {DS} 2008, Budapest,
Hungary, October 13-16, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5255},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88411-8},
doi = {10.1007/978-3-540-88411-8},
isbn = {978-3-540-88410-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/WiswedelB07,
author = {Bernd Wiswedel and
Michael R. Berthold},
title = {Fuzzy clustering in parallel universes},
journal = {Int. J. Approx. Reason.},
volume = {45},
number = {3},
pages = {439--454},
year = {2007},
url = {https://doi.org/10.1016/j.ijar.2006.06.020},
doi = {10.1016/J.IJAR.2006.06.020},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/WiswedelB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mam/FattaB07,
author = {Giuseppe Di Fatta and
Michael R. Berthold},
title = {Decentralized load balancing for highly irregular search problems},
journal = {Microprocess. Microsystems},
volume = {31},
number = {4},
pages = {273--281},
year = {2007},
url = {https://doi.org/10.1016/j.micpro.2007.01.004},
doi = {10.1016/J.MICPRO.2007.01.004},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mam/FattaB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gfkl/BertholdCDGKMOSTW07,
author = {Michael R. Berthold and
Nicolas Cebron and
Fabian Dill and
Thomas R. Gabriel and
Tobias K{\"{o}}tter and
Thorsten Meinl and
Peter Ohl and
Christoph Sieb and
Kilian Thiel and
Bernd Wiswedel},
editor = {Christine Preisach and
Hans Burkhardt and
Lars Schmidt{-}Thieme and
Reinhold Decker},
title = {{KNIME:} The Konstanz Information Miner},
booktitle = {Data Analysis, Machine Learning and Applications - Proceedings of
the 31st Annual Conference of the Gesellschaft f{\"{u}}r Klassifikation
e.V., Albert-Ludwigs-Universit{\"{a}}t Freiburg, March 7-9, 2007},
series = {Studies in Classification, Data Analysis, and Knowledge Organization},
pages = {319--326},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-78246-9\_38},
doi = {10.1007/978-3-540-78246-9\_38},
timestamp = {Fri, 25 Dec 2020 01:15:10 +0100},
biburl = {https://dblp.org/rec/conf/gfkl/BertholdCDGKMOSTW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ThielDKB07,
author = {Kilian Thiel and
Fabian Dill and
Tobias K{\"{o}}tter and
Michael R. Berthold},
title = {Towards Visual Exploration of Topic Shifts},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Montr{\'{e}}al, Canada, 7-10 October 2007},
pages = {522--527},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICSMC.2007.4413836},
doi = {10.1109/ICSMC.2007.4413836},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/ThielDKB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dagstuhl/2007P7181,
editor = {Michael R. Berthold and
Katharina Morik and
Arno Siebes},
title = {Parallel Universes and Local Patterns, 01.05. - 04.05.2007},
series = {Dagstuhl Seminar Proceedings},
volume = {07181},
publisher = {Internationales Begegnungs- und Forschungszentrum fuer Informatik
(IBFI), Schloss Dagstuhl, Germany},
year = {2007},
url = {http://drops.dagstuhl.de/portals/07181/},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/2007P7181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2007,
editor = {Michael R. Berthold and
John Shawe{-}Taylor and
Nada Lavrac},
title = {Advances in Intelligent Data Analysis VII, 7th International Symposium
on Intelligent Data Analysis, {IDA} 2007, Ljubljana, Slovenia, September
6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4723},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74825-0},
doi = {10.1007/978-3-540-74825-0},
isbn = {978-3-540-74824-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/BertholdMS07,
author = {Michael R. Berthold and
Katharina Morik and
Arno Siebes},
editor = {Michael R. Berthold and
Katharina Morik and
Arno Siebes},
title = {07181 Introduction -- Parallel Universes and Local Patterns},
booktitle = {Parallel Universes and Local Patterns, 01.05. - 04.05.2007},
series = {Dagstuhl Seminar Proceedings},
volume = {07181},
publisher = {Internationales Begegnungs- und Forschungszentrum fuer Informatik
(IBFI), Schloss Dagstuhl, Germany},
year = {2007},
url = {http://drops.dagstuhl.de/opus/volltexte/2007/1265},
timestamp = {Thu, 10 Jun 2021 13:02:05 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/BertholdMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/BertholdMS07a,
author = {Michael R. Berthold and
Katharina Morik and
Arno Siebes},
editor = {Michael R. Berthold and
Katharina Morik and
Arno Siebes},
title = {07181 Abstracts Collection -- Parallel Universes and Local Patterns},
booktitle = {Parallel Universes and Local Patterns, 01.05. - 04.05.2007},
series = {Dagstuhl Seminar Proceedings},
volume = {07181},
publisher = {Internationales Begegnungs- und Forschungszentrum fuer Informatik
(IBFI), Schloss Dagstuhl, Germany},
year = {2007},
url = {http://drops.dagstuhl.de/opus/volltexte/2007/1266},
timestamp = {Thu, 23 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/BertholdMS07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/BertholdW07,
author = {Michael R. Berthold and
Bernd Wiswedel},
editor = {Michael R. Berthold and
Katharina Morik and
Arno Siebes},
title = {Learning in Parallel Universes},
booktitle = {Parallel Universes and Local Patterns, 01.05. - 04.05.2007},
series = {Dagstuhl Seminar Proceedings},
volume = {07181},
publisher = {Internationales Begegnungs- und Forschungszentrum fuer Informatik
(IBFI), Schloss Dagstuhl, Germany},
year = {2007},
url = {http://drops.dagstuhl.de/opus/volltexte/2007/1258},
timestamp = {Thu, 23 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/BertholdW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/FattaB06,
author = {Giuseppe Di Fatta and
Michael R. Berthold},
title = {Dynamic Load Balancing for the Distributed Mining of Molecular Structures},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {17},
number = {8},
pages = {773--785},
year = {2006},
url = {https://doi.org/10.1109/TPDS.2006.101},
doi = {10.1109/TPDS.2006.101},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/FattaB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/GabrielTB06,
author = {Thomas R. Gabriel and
Kilian Thiel and
Michael R. Berthold},
title = {Rule Visualization based on Multi-Dimensional Scaling},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2006,
Vancouver, BC, Canada, July 16-21, 2006},
pages = {66--71},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/FUZZY.2006.1681696},
doi = {10.1109/FUZZY.2006.1681696},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/GabrielTB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FattaFRUBG06,
author = {Giuseppe Di Fatta and
Antonino Fiannaca and
Riccardo Rizzo and
Alfonso Urso and
Michael R. Berthold and
Salvatore Gaglio},
title = {Context-Aware Visual Exploration of Molecular Datab},
booktitle = {Workshops Proceedings of the 6th {IEEE} International Conference on
Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {136--141},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDMW.2006.51},
doi = {10.1109/ICDMW.2006.51},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FattaFRUBG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/FattaB06,
author = {Giuseppe Di Fatta and
Michael R. Berthold},
editor = {Paolo Bellavista and
Chi{-}Ming Chen and
Antonio Corradi and
Mahmoud Daneshmand},
title = {Decentralized Load Balancing for Highly Irregular Search Problems},
booktitle = {Proceedings of the 11th {IEEE} Symposium on Computers and Communications
{(ISCC} 2006), 26-29 June 2006, Cagliari, Sardinia, Italy},
pages = {220--226},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ISCC.2006.56},
doi = {10.1109/ISCC.2006.56},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscc/FattaB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CebronB06,
author = {Nicolas Cebron and
Michael R. Berthold},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Adaptive Active Classification of Cell Assay Images},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {79--90},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_12},
doi = {10.1007/11871637\_12},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CebronB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/complife/2006,
editor = {Michael R. Berthold and
Robert C. Glen and
Ingrid Fischer},
title = {Computational Life Sciences II, Second International Symposium, CompLife
2006, Cambridge, UK, September 27-29, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4216},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875741},
doi = {10.1007/11875741},
isbn = {3-540-45767-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/complife/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/BertholdWP05,
author = {Michael R. Berthold and
Bernd Wiswedel and
David E. Patterson},
title = {Interactive exploration of fuzzy clusters using Neighborgrams},
journal = {Fuzzy Sets Syst.},
volume = {149},
number = {1},
pages = {21--37},
year = {2005},
url = {https://doi.org/10.1016/j.fss.2004.07.009},
doi = {10.1016/J.FSS.2004.07.009},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/BertholdWP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/BorgeltBP05,
author = {Christian Borgelt and
Michael R. Berthold and
David E. Patterson},
editor = {Llu{\'{\i}}s Godo},
title = {Molecular Fragment Mining for Drug Discovery},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
8th European Conference, {ECSQARU} 2005, Barcelona, Spain, July 6-8,
2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3571},
pages = {1002--1013},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11518655\_84},
doi = {10.1007/11518655\_84},
timestamp = {Fri, 05 Jun 2020 11:50:47 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/BorgeltBP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/FattaB05,
author = {Giuseppe Di Fatta and
Michael R. Berthold},
editor = {Laurence Tianruo Yang and
Omer F. Rana and
Beniamino Di Martino and
Jack J. Dongarra},
title = {High Performance Subgraph Mining in Molecular Compounds},
booktitle = {High Performance Computing and Communications, First International
Conference, {HPCC} 2005, Sorrento, Italy, September 21-23, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3726},
pages = {866--877},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11557654\_97},
doi = {10.1007/11557654\_97},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/hpcc/FattaB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/GabrielPB05,
author = {Thomas R. Gabriel and
A. Simona Pintilie and
Michael R. Berthold},
editor = {A. Fazel Famili and
Joost N. Kok and
Jos{\'{e}} Mar{\'{\i}}a Pe{\~{n}}a S{\'{a}}nchez and
Arno Siebes and
A. J. Feelders},
title = {Exploring Hierarchical Rule Systems in Parallel Coordinates},
booktitle = {Advances in Intelligent Data Analysis VI, 6th International Symposium
on Intelligent Data Analysis, {IDA} 2005, Madrid, Spain, September
8-10, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3646},
pages = {97--108},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11552253\_10},
doi = {10.1007/11552253\_10},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/GabrielPB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdcs/FattaB05,
author = {Giuseppe Di Fatta and
Michael R. Berthold},
editor = {S. Q. Zheng},
title = {Efficient Mining of Discriminative Molecular Fragments},
booktitle = {International Conference on Parallel and Distributed Computing Systems,
{PDCS} 2005, November 14-16, 2005, Phoenix, AZ, {USA}},
pages = {619--625},
publisher = {{IASTED/ACTA} Press},
year = {2005},
timestamp = {Wed, 09 Nov 2022 13:58:44 +0100},
biburl = {https://dblp.org/rec/conf/pdcs/FattaB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Berthold05,
author = {Michael R. Berthold},
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {Data Analysis in the Life Sciences - Sparking Ideas -},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
pages = {1},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126\_1},
doi = {10.1007/11564126\_1},
timestamp = {Wed, 24 Mar 2021 17:11:59 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Berthold05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/GabrielB05,
author = {Thomas R. Gabriel and
Michael R. Berthold},
title = {Missing Values in Fuzzy Rule Induction},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Waikoloa, Hawaii, USA, October 10-12, 2005},
pages = {1473--1476},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICSMC.2005.1571354},
doi = {10.1109/ICSMC.2005.1571354},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/GabrielB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/complife/2005,
editor = {Michael R. Berthold and
Robert C. Glen and
Kay Diederichs and
Oliver Kohlbacher and
Ingrid Fischer},
title = {Computational Life Sciences, First International Symposium, CompLife
2005, Konstanz, Germany, September 25-27, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3695},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11560500},
doi = {10.1007/11560500},
isbn = {3-540-29104-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/complife/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/BertholdBK04,
author = {Michael R. Berthold and
Elizabeth Bradley and
Rudolf Kruse},
title = {Guest Editorial: "Advances in intelligent data analysis"},
journal = {Intell. Data Anal.},
volume = {8},
number = {5},
pages = {437--438},
year = {2004},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00179},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/BertholdBK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HoferBB04,
author = {Heiko Hofer and
Christian Borgelt and
Michael R. Berthold},
title = {Large scale mining of molecular fragments with wildcards},
journal = {Intell. Data Anal.},
volume = {8},
number = {5},
pages = {495--504},
year = {2004},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00184},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/HoferBB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/GabrielB04,
author = {Thomas R. Gabriel and
Michael R. Berthold},
title = {Influence of fuzzy norms and other heuristics on "Mixed fuzzy
rule formation"},
journal = {Int. J. Approx. Reason.},
volume = {35},
number = {2},
pages = {195--202},
year = {2004},
url = {https://doi.org/10.1016/j.ijar.2003.10.004},
doi = {10.1016/J.IJAR.2003.10.004},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/GabrielB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/BertholdOPHCH04,
author = {Michael R. Berthold and
Marco Ortolani and
David E. Patterson and
Frank H{\"{o}}ppner and
Ondine Callan and
Heiko Hofer},
title = {Fuzzy information granules in time series data},
journal = {Int. J. Intell. Syst.},
volume = {19},
number = {7},
pages = {607--618},
year = {2004},
url = {https://doi.org/10.1002/int.20013},
doi = {10.1002/INT.20013},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/BertholdOPHCH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/BertholdP04,
author = {Michael R. Berthold and
David E. Patterson},
title = {Towards learning in parallel universes},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2004,
Budapest, Hungary, July 25-29, 2004},
pages = {67--71},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/FUZZY.2004.1375689},
doi = {10.1109/FUZZY.2004.1375689},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/BertholdP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/MeinlB04,
author = {Thorsten Meinl and
Michael R. Berthold},
title = {Hybrid fragment mining with MoFa and {FSG}},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: The Hague, Netherlands, 10-13 October 2004},
pages = {4559--4564},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICSMC.2004.1401250},
doi = {10.1109/ICSMC.2004.1401250},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/MeinlB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/BorgeltMB04,
author = {Christian Borgelt and
Thorsten Meinl and
Michael R. Berthold},
title = {Advanced pruning strategies to speed up mining closed molecular fragments},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: The Hague, Netherlands, 10-13 October 2004},
pages = {4565--4570},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICSMC.2004.1401251},
doi = {10.1109/ICSMC.2004.1401251},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/BorgeltMB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Berthold03,
author = {Michael R. Berthold},
title = {Mixed fuzzy rule formation},
journal = {Int. J. Approx. Reason.},
volume = {32},
number = {2-3},
pages = {67--84},
year = {2003},
url = {https://doi.org/10.1016/S0888-613X(02)00077-4},
doi = {10.1016/S0888-613X(02)00077-4},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Berthold03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/BertholdH03,
author = {Michael R. Berthold and
Lawrence O. Hall},
title = {Visualizing fuzzy points in parallel coordinates},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {11},
number = {3},
pages = {369--374},
year = {2003},
url = {https://doi.org/10.1109/TFUZZ.2003.812696},
doi = {10.1109/TFUZZ.2003.812696},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/BertholdH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/WiswedelPB03,
author = {Bernd Wiswedel and
David E. Patterson and
Michael R. Berthold},
title = {Interactive exploration of fuzzy clusters using neighborgrams},
booktitle = {The 12th {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2003, St. Louis, Missouri, USA, 25-28 May 2003},
pages = {660--665},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/FUZZ.2003.1209442},
doi = {10.1109/FUZZ.2003.1209442},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/WiswedelPB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/GabrielB03,
author = {Thomas R. Gabriel and
Michael R. Berthold},
editor = {Michael R. Berthold and
Hans{-}Joachim Lenz and
Elizabeth Bradley and
Rudolf Kruse and
Christian Borgelt},
title = {Constructing Hierarchical Rule Systems},
booktitle = {Advances in Intelligent Data Analysis V, 5th International Symposium
on Intelligent Data Analysis, {IDA} 2003, Berlin, Germany, August
28-30, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2810},
pages = {76--87},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45231-7\_8},
doi = {10.1007/978-3-540-45231-7\_8},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/GabrielB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/HoferBB03,
author = {Heiko Hofer and
Christian Borgelt and
Michael R. Berthold},
editor = {Michael R. Berthold and
Hans{-}Joachim Lenz and
Elizabeth Bradley and
Rudolf Kruse and
Christian Borgelt},
title = {Large Scale Mining of Molecular Fragments with Wildcards},
booktitle = {Advances in Intelligent Data Analysis V, 5th International Symposium
on Intelligent Data Analysis, {IDA} 2003, Berlin, Germany, August
28-30, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2810},
pages = {376--385},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45231-7\_35},
doi = {10.1007/978-3-540-45231-7\_35},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/HoferBB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/BertholdH03,
editor = {Michael R. Berthold and
David J. Hand},
title = {Intelligent Data Analysis, An Introduction, 2nd editon},
publisher = {Springer},
year = {2003},
isbn = {3-540-43060-1},
timestamp = {Thu, 02 Oct 2003 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/BertholdH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2003,
editor = {Michael R. Berthold and
Hans{-}Joachim Lenz and
Elizabeth Bradley and
Rudolf Kruse and
Christian Borgelt},
title = {Advances in Intelligent Data Analysis V, 5th International Symposium
on Intelligent Data Analysis, {IDA} 2003, Berlin, Germany, August
28-30, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2810},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45231-7},
doi = {10.1007/978-3-540-45231-7},
isbn = {3-540-40813-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/OrtolaniHPHB02,
author = {Marco Ortolani and
Heiko Hofer and
David E. Patterson and
Frank H{\"{o}}ppner and
Michael R. Berthold},
title = {Fuzzy information granules in time series data},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Fuzzy Systems,
FUZZ-IEEE'02, Honolulu, Hawaii, USA, May 12 - 17, 2002},
pages = {695--699},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/FUZZ.2002.1005077},
doi = {10.1109/FUZZ.2002.1005077},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/OrtolaniHPHB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BorgeltB02,
author = {Christian Borgelt and
Michael R. Berthold},
title = {Mining Molecular Fragments: Finding Relevant Substructures of Molecules},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {51--58},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1183885},
doi = {10.1109/ICDM.2002.1183885},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BorgeltB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BertholdWP02,
author = {Michael R. Berthold and
Bernd Wiswedel and
David E. Patterson},
title = {Neighborgram Clustering Interactive Exploration of Cluster Neighborhoods},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {581--584},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1184004},
doi = {10.1109/ICDM.2002.1184004},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BertholdWP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/PattersonB01,
author = {David E. Patterson and
Michael R. Berthold},
title = {Finding clusters in parallel universes},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: "e-Systems and e-Man for Cybernetics in Cyberspace",
Tucson, Arizona, USA, 7-10 October 2001},
pages = {123--128},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICSMC.2001.969799},
doi = {10.1109/ICSMC.2001.969799},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/PattersonB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HandFB00,
author = {David J. Hand and
Douglas H. Fisher and
Michael R. Berthold},
title = {Advances in intelligent data analysis},
journal = {Intell. Data Anal.},
volume = {4},
number = {2},
pages = {93--95},
year = {2000},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00012},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/HandFB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/BertholdH00,
author = {Michael R. Berthold and
David I. Hand},
title = {Intelligent Data Analysis},
journal = {Technometrics},
volume = {42},
number = {4},
pages = {442},
year = {2000},
url = {https://doi.org/10.1080/00401706.2000.10485739},
doi = {10.1080/00401706.2000.10485739},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/technometrics/BertholdH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/SilipoB00,
author = {Rosaria Silipo and
Michael R. Berthold},
title = {Input features' impact on fuzzy decision processes},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {30},
number = {6},
pages = {821--834},
year = {2000},
url = {https://doi.org/10.1109/3477.891144},
doi = {10.1109/3477.891144},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/SilipoB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/00/Berthold00,
author = {Michael R. Berthold},
editor = {Giacomo Della Riccia and
Rudolf Kruse and
Hans{-}Joachim Lenz},
title = {Learning Fuzzy Models and Potential Outliers},
booktitle = {Computational Intelligence in Data Mining},
series = {International Centre for Mechanical Sciences {(CISM)} Book Series},
volume = {408},
pages = {111--126},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/978-3-7091-2588-5\_6},
doi = {10.1007/978-3-7091-2588-5\_6},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/00/Berthold00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/lib/Berthold99,
author = {Michael R. Berthold},
title = {Intelligent data analysis: an introduction; with 39 tables},
publisher = {Springer},
year = {1999},
url = {https://www.worldcat.org/oclc/41361433},
isbn = {3540658084},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/lib/Berthold99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/BertholdH99,
author = {Michael R. Berthold and
Klaus{-}Peter Huber},
title = {Constructing fuzzy graphs from examples},
journal = {Intell. Data Anal.},
volume = {3},
number = {1},
pages = {37--53},
year = {1999},
url = {https://doi.org/10.1016/S1088-467X(99)00004-9},
doi = {10.1016/S1088-467X(99)00004-9},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/BertholdH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agtive/FischerKB99,
author = {Ingrid Fischer and
Manuel Koch and
Michael R. Berthold},
editor = {Manfred Nagl and
Andy Sch{\"{u}}rr and
Manfred M{\"{u}}nch},
title = {Learning and Rewriting in Fuzzy Rule Graphs},
booktitle = {Applications of Graph Transformations with Industrial Relevance, International
Workshop, AGTIVE'99, Kerkrade, The Netherlands, September 1-3, 1999,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1779},
pages = {263--270},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-45104-8\_21},
doi = {10.1007/3-540-45104-8\_21},
timestamp = {Thu, 14 Oct 2021 10:29:53 +0200},
biburl = {https://dblp.org/rec/conf/agtive/FischerKB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SilipoB99,
author = {Rosaria Silipo and
Michael R. Berthold},
editor = {David J. Hand and
Joost N. Kok and
Michael R. Berthold},
title = {Discriminative Power of Input Features in a Fuzzy Model},
booktitle = {Advances in Intelligent Data Analysis, Third International Symposium,
IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1642},
pages = {87--98},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48412-4\_8},
doi = {10.1007/3-540-48412-4\_8},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/SilipoB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/1999,
editor = {David J. Hand and
Joost N. Kok and
Michael R. Berthold},
title = {Advances in Intelligent Data Analysis, Third International Symposium,
IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1642},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48412-4},
doi = {10.1007/3-540-48412-4},
isbn = {3-540-66332-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/1999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/BertholdCL98,
author = {Michael R. Berthold and
Paul R. Cohen and
Xiaohui Liu},
title = {Intelligent Data Analysis: Reasoning About Data},
journal = {{AI} Mag.},
volume = {19},
number = {4},
pages = {131--134},
year = {1998},
url = {https://doi.org/10.1609/aimag.v19i4.1427},
doi = {10.1609/AIMAG.V19I4.1427},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/BertholdCL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LiuCB98,
author = {Xiaohui Liu and
Paul R. Cohen and
Michael R. Berthold},
title = {Editorial: Reasoning About Data},
journal = {Intell. Data Anal.},
volume = {2},
number = {1-4},
pages = {63--66},
year = {1998},
url = {https://doi.org/10.1016/S1088-467X(98)00021-3},
doi = {10.1016/S1088-467X(98)00021-3},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/LiuCB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BertholdD98,
author = {Michael R. Berthold and
Jay Diamond},
title = {Constructive training of probabilistic neural networks},
journal = {Neurocomputing},
volume = {19},
number = {1-3},
pages = {167--183},
year = {1998},
url = {https://doi.org/10.1016/S0925-2312(97)00063-5},
doi = {10.1016/S0925-2312(97)00063-5},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BertholdD98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/BertholdH98,
author = {Michael R. Berthold and
Klaus{-}Peter Huber},
title = {Missing Values and Learning of Fuzzy Rules},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {6},
number = {2},
pages = {171--178},
year = {1998},
url = {https://doi.org/10.1142/S021848859800015X},
doi = {10.1142/S021848859800015X},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/BertholdH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:books/daglib/0087870,
author = {Michael R. Berthold},
title = {Konstruktives Training von probabilistischen neuronalen Netzen f{\"{u}}r
die Musterklassifikation},
school = {Karlsruhe Institute of Technology},
year = {1997},
url = {https://d-nb.info/950354279},
isbn = {978-3-89601-155-8},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0087870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcmc/BertholdSNC97,
author = {Michael R. Berthold and
Fay Sudweeks and
Sid Newton and
Richard D. Coyne},
title = {Clustering on the Net: Applying an autoassociative neural network
to computer-mediated discussions},
journal = {J. Comput. Mediat. Commun.},
volume = {2},
number = {4},
pages = {0},
year = {1997},
url = {https://doi.org/10.1111/j.1083-6101.1997.tb00202.x},
doi = {10.1111/J.1083-6101.1997.TB00202.X},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcmc/BertholdSNC97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/BertholdF97,
author = {Michael R. Berthold and
Ingrid Fischer},
title = {Formalizing neural networks using graph transformations},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'97),
Houston, TX, USA, June 9-12, 1997},
pages = {275--280},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/ICNN.1997.611678},
doi = {10.1109/ICNN.1997.611678},
timestamp = {Fri, 16 Aug 2019 17:38:27 +0200},
biburl = {https://dblp.org/rec/conf/icnn/BertholdF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/HuberB97,
author = {Klaus{-}Peter Huber and
Michael R. Berthold},
editor = {Xiaohui Liu and
Paul R. Cohen and
Michael R. Berthold},
title = {Simulation Data Analysis Using Fuzzy Graphs},
booktitle = {Advances in Intelligent Data Analysis, Reasoning about Data, Second
International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1280},
pages = {347--358},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0052853},
doi = {10.1007/BFB0052853},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/HuberB97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/1997,
editor = {Xiaohui Liu and
Paul R. Cohen and
Michael R. Berthold},
title = {Advances in Intelligent Data Analysis, Reasoning about Data, Second
International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1280},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0052824},
doi = {10.1007/BFB0052824},
isbn = {3-540-63346-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/HuberBS96,
author = {Klaus{-}Peter Huber and
Michael R. Berthold and
Helena Szczerbicka},
title = {Analysis of Simulation Models with Fuzzy Graph Based Metamodeling},
journal = {Perform. Evaluation},
volume = {27/28},
number = {4},
pages = {473--490},
year = {1996},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/HuberBS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/Berthold96,
author = {Michael R. Berthold},
title = {A probabilistic extension for the {DDA} algorithm},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'96),
Washington, DC, USA, June 3-6, 1996},
pages = {341--346},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ICNN.1996.548915},
doi = {10.1109/ICNN.1996.548915},
timestamp = {Fri, 23 Aug 2019 13:25:16 +0200},
biburl = {https://dblp.org/rec/conf/icnn/Berthold96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsc/HuberBS96,
author = {Klaus{-}Peter Huber and
Michael R. Berthold and
Helena Szczerbicka},
editor = {John M. Charnes and
Douglas J. Morrice and
Daniel T. Brunner and
James J. Swain},
title = {Fuzzy Graph Based Metamodeling},
booktitle = {Proceedings of the 28th conference on Winter simulation, {WSC} 1996,
Coronado, CA, USA, December 8-11, 1996},
pages = {418--425},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.ieeecomputersociety.org/10.1109/WSC.1996.873310},
doi = {10.1109/WSC.1996.873310},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsc/HuberBS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/BertholdS95,
author = {Michael R. Berthold and
Fay Sudweeks},
title = {Typicality in computer mediated discussions-an analysis with neural
networks},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'95),
Perth, WA, Australia, November 27 - December 1, 1995},
pages = {932--936},
publisher = {{IEEE}},
year = {1995},
url = {https://doi.org/10.1109/ICNN.1995.487544},
doi = {10.1109/ICNN.1995.487544},
timestamp = {Thu, 29 Aug 2019 08:54:05 +0200},
biburl = {https://dblp.org/rec/conf/icnn/BertholdS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/HuberB95,
author = {Klaus{-}Peter Huber and
Michael R. Berthold},
title = {Building precise classifiers with automatic rule extraction},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'95),
Perth, WA, Australia, November 27 - December 1, 1995},
pages = {1263--1268},
publisher = {{IEEE}},
year = {1995},
url = {https://doi.org/10.1109/ICNN.1995.487337},
doi = {10.1109/ICNN.1995.487337},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/HuberB95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzy/BertholdF94,
author = {Michael R. Berthold and
Fridtjof Feldbusch},
editor = {Bernd Reusch},
title = {Ein Trainingsverfahren f{\"{u}}r Radial Basis Function Netzwerke
mit dynamischer Selektion der Zentren und Adaption der Radii},
booktitle = {Fuzzy Logik, Theorie und Praxis, 4. Dortmunder Fuzzy-Tage, Dortmund,
6.-8. Juni 1994, Proceedings},
series = {Informatik Aktuell},
pages = {78--85},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/978-3-642-79386-8\_10},
doi = {10.1007/978-3-642-79386-8\_10},
timestamp = {Mon, 24 Jun 2019 12:03:37 +0200},
biburl = {https://dblp.org/rec/conf/fuzzy/BertholdF94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BertholdD94,
author = {Michael R. Berthold and
Jay Diamond},
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {Boosting the Performance of {RBF} Networks with Dynamic Decay Adjustment},
booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
pages = {521--528},
publisher = {{MIT} Press},
year = {1994},
url = {http://papers.nips.cc/paper/946-boosting-the-performance-of-rbf-networks-with-dynamic-decay-adjustment},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BertholdD94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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