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ORCIDBibTeX records: Albrecht Zimmermann
@article{DBLP:journals/jcheminf/LehembreGGLLAOCZCB23,
author = {Etienne Lehembre and
Johanna Giovannini and
Damien Geslin and
Alban Lepailleur and
Jean Luc Lamotte and
David Auber and
Abdelkader Ouali and
Bruno Cr{\'{e}}milleux and
Albrecht Zimmermann and
Bertrand Cuissart and
Ronan Bureau},
title = {Towards a partial order graph for interactive pharmacophore exploration:
extraction of pharmacophores activity delta},
journal = {J. Cheminformatics},
volume = {15},
number = {1},
pages = {116},
year = {2023},
url = {https://doi.org/10.1186/s13321-023-00782-0},
doi = {10.1186/S13321-023-00782-0},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcheminf/LehembreGGLLAOCZCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/Zimmermann23,
author = {Albrecht Zimmermann},
editor = {Albert Bifet and
Ana Carolina Lorena and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Pedro H. Abreu},
title = {Chance and the Predictive Limit in Basketball (Both College and Professional)},
booktitle = {Discovery Science - 26th International Conference, {DS} 2023, Porto,
Portugal, October 9-11, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14276},
pages = {599--613},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45275-8\_40},
doi = {10.1007/978-3-031-45275-8\_40},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/Zimmermann23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/LehembreCCOZ23,
author = {Etienne Lehembre and
Bruno Cr{\'{e}}milleux and
Bertrand Cuissart and
Abdelkader Ouali and
Albrecht Zimmermann},
editor = {Catherine Faron and
Sabine Loudcher},
title = {Wave k-Top d-Random Family Search : comment guider un expert dans
un espace structur{\'{e}}},
booktitle = {Extraction et Gestion des Connaissances, {EGC} 2023, Lyon, France,
16 - 20 janvier 2023},
series = {{RNTI}},
volume = {{E-39}},
pages = {103--114},
publisher = {Editions {RNTI}},
year = {2023},
url = {http://editions-rnti.fr/?inprocid=1002814},
timestamp = {Wed, 08 Feb 2023 15:48:08 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/LehembreCCOZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KoptelovZBBL23,
author = {Maksim Koptelov and
Albrecht Zimmermann and
Patrice Boizumault and
Ronan Bureau and
Jean Luc Lamotte},
editor = {Bruno Cr{\'{e}}milleux and
Sibylle Hess and
Siegfried Nijssen},
title = {Explanations for Itemset Mining by Constraint Programming: {A} Case
Study Using ChEMBL Data},
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 = {208--221},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30047-9\_17},
doi = {10.1007/978-3-031-30047-9\_17},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KoptelovZBBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HienLAOZ23,
author = {Arnold Hien and
Samir Loudni and
Noureddine Aribi and
Abdelkader Ouali and
Albrecht Zimmermann},
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {Interactive Pattern Mining Using Discriminant Sub-patterns as Dynamic
Features},
booktitle = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13935},
pages = {252--263},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33374-3\_20},
doi = {10.1007/978-3-031-33374-3\_20},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HienLAOZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022mlsa,
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-27527-2},
doi = {10.1007/978-3-031-27527-2},
isbn = {978-3-031-27526-5},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/LehembreLCCMCOZ22,
author = {Etienne Lehembre and
Jean Luc Lamotte and
Christophe Couronne and
Bruno Cr{\'{e}}milleux and
Jean{-}Luc Manguin and
Bertrand Cuissart and
Abdelkader Ouali and
Albrecht Zimmermann},
editor = {Sihem Amer{-}Yahia and
Arnaud Soulet},
title = {Identification de concepts remarquables {\`{a}} partir de leur voisinage
dans un treillis},
booktitle = {Extraction et Gestion des Connaissances, {EGC} 2022, Blois, France,
24 au 28 janvier 2022},
series = {{RNTI}},
volume = {{E-38}},
pages = {473--474},
publisher = {Editions {RNTI}},
year = {2022},
url = {http://editions-rnti.fr/?inprocid=1002762},
timestamp = {Wed, 09 Mar 2022 16:39:53 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/LehembreLCCMCOZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/LehembreBCCLLOZ22,
author = {Etienne Lehembre and
Ronan Bureau and
Bruno Cr{\'{e}}milleux and
Bertrand Cuissart and
Jean Luc Lamotte and
Alban Lepailleur and
Abdelkader Ouali and
Albrecht Zimmermann},
editor = {Tassadit Bouadi and
{\'{E}}lisa Fromont and
Eyke H{\"{u}}llermeier},
title = {Selecting Outstanding Patterns Based on Their Neighbourhood},
booktitle = {Advances in Intelligent Data Analysis {XX} - 20th International Symposium
on Intelligent Data Analysis, {IDA} 2022, Rennes, France, April 20-22,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13205},
pages = {185--198},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-01333-1\_15},
doi = {10.1007/978-3-031-01333-1\_15},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/LehembreBCCLLOZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021mlsa,
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-02044-5},
doi = {10.1007/978-3-031-02044-5},
isbn = {978-3-031-02043-8},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2021mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04242,
author = {Arnold Hien and
Samir Loudni and
Noureddine Aribi and
Abdelkader Ouali and
Albrecht Zimmermann},
title = {Exploiting complex pattern features for interactive pattern mining},
journal = {CoRR},
volume = {abs/2204.04242},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04242},
doi = {10.48550/ARXIV.2204.04242},
eprinttype = {arXiv},
eprint = {2204.04242},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ans/KoptelovZCS21,
author = {Maksim Koptelov and
Albrecht Zimmermann and
Bruno Cr{\'{e}}milleux and
Lina Fatima Soualmia},
title = {LPbyCD: a new scalable and interpretable approach for Link Prediction
via Community Detection in bipartite networks},
journal = {Appl. Netw. Sci.},
volume = {6},
number = {1},
pages = {72},
year = {2021},
url = {https://doi.org/10.1007/s41109-021-00415-1},
doi = {10.1007/S41109-021-00415-1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ans/KoptelovZCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AtzmuellerGZ21,
author = {Martin Atzmueller and
Stephan G{\"{u}}nnemann and
Albrecht Zimmermann},
title = {Mining communities and their descriptions on attributed graphs: a
survey},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {3},
pages = {661--687},
year = {2021},
url = {https://doi.org/10.1007/s10618-021-00741-z},
doi = {10.1007/S10618-021-00741-Z},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AtzmuellerGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/NtoutsiSZZ20,
author = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Call for Special Issue Papers: Evaluation and Experimental Design
in Data Mining and Machine Learning},
journal = {Big Data},
volume = {8},
number = {4},
pages = {253--254},
year = {2020},
url = {https://doi.org/10.1089/big.2020.29037.cfp},
doi = {10.1089/BIG.2020.29037.CFP},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/NtoutsiSZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/NtoutsiSZZ20a,
author = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Call for Special Issue Papers: Evaluation and Experimental Design
in Data Mining and Machine Learning},
journal = {Big Data},
volume = {8},
number = {5},
pages = {456--457},
year = {2020},
url = {https://doi.org/10.1089/big.2020.29037.cfp2},
doi = {10.1089/BIG.2020.29037.CFP2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/NtoutsiSZZ20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/NtoutsiSZZ20b,
author = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Call for Special Issue Papers: Evaluation and Experimental Design
in Data Mining and Machine Learning},
journal = {Big Data},
volume = {8},
number = {6},
pages = {546--547},
year = {2020},
url = {https://doi.org/10.1089/big.2020.29037.cfp3},
doi = {10.1089/BIG.2020.29037.CFP3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/NtoutsiSZZ20b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Zimmermann20,
author = {Albrecht Zimmermann},
title = {Method evaluation, parameterization, and result validation in unsupervised
data mining: {A} critical survey},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {10},
number = {2},
year = {2020},
url = {https://doi.org/10.1002/widm.1330},
doi = {10.1002/WIDM.1330},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/Zimmermann20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CondaminetZBCP20,
author = {David Condaminet and
Albrecht Zimmermann and
Bastien Billiot and
Bruno Cr{\'{e}}milleux and
Sylvain Pluchon},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Using Data Science to Improve the Identification of Plant Nutritional
Status},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {496--505},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00064},
doi = {10.1109/DSAA49011.2020.00064},
timestamp = {Tue, 24 Nov 2020 12:27:16 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CondaminetZBCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HienLALLOZ20,
author = {Arnold Hien and
Samir Loudni and
Noureddine Aribi and
Yahia Lebbah and
Mohammed El Amine Laghzaoui and
Abdelkader Ouali and
Albrecht Zimmermann},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {A Relaxation-Based Approach for Mining Diverse Closed Patterns},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12457},
pages = {36--54},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67658-2\_3},
doi = {10.1007/978-3-030-67658-2\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HienLALLOZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CouronneKZ20,
author = {Christophe Couronne and
Maksim Koptelov and
Albrecht Zimmermann},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {PrePeP: {A} Light-Weight, Extensible Tool for Predicting Frequent
Hitters},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12461},
pages = {570--573},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_41},
doi = {10.1007/978-3-030-67670-4\_41},
timestamp = {Mon, 01 Mar 2021 11:15:30 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CouronneKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/KoptelovZCS20,
author = {Maksim Koptelov and
Albrecht Zimmermann and
Bruno Cr{\'{e}}milleux and
Lina Soualmia},
editor = {Chih{-}Cheng Hung and
Tom{\'{a}}s Cern{\'{y}} and
Dongwan Shin and
Alessio Bechini},
title = {Link prediction via community detection in bipartite multi-layer graphs},
booktitle = {{SAC} '20: The 35th {ACM/SIGAPP} Symposium on Applied Computing, online
event, [Brno, Czech Republic], March 30 - April 3, 2020},
pages = {430--439},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3341105.3373874},
doi = {10.1145/3341105.3373874},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/KoptelovZCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2020-w,
editor = {Irena Koprinska and
Michael Kamp and
Annalisa Appice and
Corrado Loglisci and
Luiza Antonie and
Albrecht Zimmermann and
Riccardo Guidotti and
{\"{O}}zlem {\"{O}}zg{\"{o}}bek and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Jo{\~{a}}o Gama and
Linara Adilova and
Yamuna Krishnamurthy and
Pedro M. Ferreira and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Michelangelo Ceci and
Giuseppe Manco and
Elio Masciari and
Zbigniew W. Ras and
Peter Christen and
Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Anna Monreale and
Przemyslaw Biecek and
Salvatore Rinzivillo and
Benjamin Kille and
Andreas Lommatzsch and
Jon Atle Gulla},
title = {{ECML} {PKDD} 2020 Workshops - Workshops of the European Conference
on Machine Learning and Knowledge Discovery in Databases {(ECML} {PKDD}
2020): SoGood 2020, {PDFL} 2020, {MLCS} 2020, {NFMCP} 2020, {DINA}
2020, {EDML} 2020, {XKDD} 2020 and {INRA} 2020, Ghent, Belgium, September
14-18, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1323},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65965-3},
doi = {10.1007/978-3-030-65965-3},
isbn = {978-3-030-65964-6},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2020-w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2020mlsa,
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Machine Learning and Data Mining for Sports Analytics - 7th International
Workshop, {MLSA} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1324},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64912-8},
doi = {10.1007/978-3-030-64912-8},
isbn = {978-3-030-64911-1},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2020mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NtoutsiSZZ19,
author = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {1st Workshop on Evaluation and Experimental Design in Data Mining
and Machine Learning {(EDML} 2019)},
booktitle = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
pages = {1--3},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436/summary.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:21 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NtoutsiSZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2018mlsa2,
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Machine Learning and Data Mining for Sports Analytics - 5th International
Workshop, {MLSA} 2018, Co-located with {ECML/PKDD} 2018, Dublin, Ireland,
September 10, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11330},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-17274-9},
doi = {10.1007/978-3-030-17274-9},
isbn = {978-3-030-17273-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2018mlsa2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2019edml,
editor = {Eirini Ntoutsi and
Erich Schubert and
Arthur Zimek and
Albrecht Zimmermann},
title = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
in Data Mining and Machine Learning co-located with {SIAM} International
Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
May 4th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2436},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2436},
urn = {urn:nbn:de:0074-2436-7},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2019edml.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicling/AlizadehCCCZ18,
author = {Pegah Alizadeh and
Peggy Cellier and
Thierry Charnois and
Bruno Cr{\'{e}}milleux and
Albrecht Zimmermann},
editor = {Alexander F. Gelbukh},
title = {An Experimental Approach for Information Extraction in Multi-party
Dialogue Discourse},
booktitle = {Computational Linguistics and Intelligent Text Processing - 19th International
Conference, CICLing 2018, Hanoi, Vietnam, March 18-24, 2018, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13396},
pages = {180--192},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-031-23793-5\_16},
doi = {10.1007/978-3-031-23793-5\_16},
timestamp = {Tue, 28 Feb 2023 16:50:33 +0100},
biburl = {https://dblp.org/rec/conf/cicling/AlizadehCCCZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KoptelovZC18,
author = {Maksim Koptelov and
Albrecht Zimmermann and
Bruno Cr{\'{e}}milleux},
editor = {Wouter Duivesteijn and
Arno Siebes and
Antti Ukkonen},
title = {Link Prediction in Multi-layer Networks and Its Application to Drug
Design},
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 = {175--187},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01768-2\_15},
doi = {10.1007/978-3-030-01768-2\_15},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/KoptelovZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KoptelovZBBC18,
author = {Maksim Koptelov and
Albrecht Zimmermann and
Pascal Bonnet and
Ronan Bureau and
Bruno Cr{\'{e}}milleux},
editor = {Yike Guo and
Faisal Farooq},
title = {PrePeP: {A} Tool for the Identification and Characterization of Pan
Assay Interference Compounds},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {462--471},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219849},
doi = {10.1145/3219819.3219849},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KoptelovZBBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taln/AlizadehCCCZ18,
author = {Pegah Alizadeh and
Peggy Cellier and
Thierry Charnois and
Bruno Cr{\'{e}}milleux and
Albrecht Zimmermann},
editor = {Pascale S{\'{e}}billot and
Vincent Claveau},
title = {{\'{E}}tude Exp{\'{e}}rimentale d'Extraction d'Information
dans des Retranscriptions de R{\'{e}}unions (An Experimental
Approach For Information Extraction in Multi-Party Dialogue Discourse)},
booktitle = {Actes de la Conf{\'{e}}rence {TALN.} {CORIA-TALN-RJC} 2018 -
Volume 1 - Articles longs, articles courts de TALN, Rennes, France,
May 14-18, 2018},
pages = {465--472},
publisher = {{ATALA}},
year = {2018},
url = {https://aclanthology.org/2018.jeptalnrecital-court.30/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/taln/AlizadehCCCZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BrefeldZ17,
author = {Ulf Brefeld and
Albrecht Zimmermann},
title = {Guest editorial: Special issue on sports analytics},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1577--1579},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0530-1},
doi = {10.1007/S10618-017-0530-1},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/BrefeldZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KaytouePZBR17,
author = {Mehdi Kaytoue and
Marc Plantevit and
Albrecht Zimmermann and
Ahmed Anes Bendimerad and
C{\'{e}}line Robardet},
title = {Exceptional contextual subgraph mining},
journal = {Mach. Learn.},
volume = {106},
number = {8},
pages = {1171--1211},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5598-0},
doi = {10.1007/S10994-016-5598-0},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KaytouePZBR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/OualiZLLCBL17,
author = {Abdelkader Ouali and
Albrecht Zimmermann and
Samir Loudni and
Yahia Lebbah and
Bruno Cr{\'{e}}milleux and
Patrice Boizumault and
Lakhdar Loukil},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {Integer Linear Programming for Pattern Set Mining; with an Application
to Tiling},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10235},
pages = {286--299},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57529-2\_23},
doi = {10.1007/978-3-319-57529-2\_23},
timestamp = {Mon, 16 Mar 2020 17:44:09 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/OualiZLLCBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2015mlsa,
editor = {Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Proceedings of the 2nd Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2015 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2015), Porto, Portugal, September 11th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1970},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1970},
urn = {urn:nbn:de:0074-1970-9},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2015mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2017mlsa,
editor = {Jesse Davis and
Mehdi Kaytoue and
Albrecht Zimmermann},
title = {Proceedings of the 4th Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2017 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2017), Skopje, Macedonia, September 18th, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1971},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1971},
urn = {urn:nbn:de:0074-1971-3},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2017mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Zimmermann17a,
author = {Albrecht Zimmermann},
title = {Wages of wins: could an amateur make money from match outcome predictions?},
journal = {CoRR},
volume = {abs/1702.05982},
year = {2017},
url = {http://arxiv.org/abs/1702.05982},
eprinttype = {arXiv},
eprint = {1702.05982},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Zimmermann17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Zimmermann16,
author = {Albrecht Zimmermann},
title = {Basketball predictions in the {NCAAB} and {NBA:} Similarities and
differences},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {5},
pages = {350--364},
year = {2016},
url = {https://doi.org/10.1002/sam.11319},
doi = {10.1002/SAM.11319},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Zimmermann16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/OualiLLBZL16,
author = {Abdelkader Ouali and
Samir Loudni and
Yahia Lebbah and
Patrice Boizumault and
Albrecht Zimmermann and
Lakhdar Loukil},
editor = {Subbarao Kambhampati},
title = {Efficiently Finding Conceptual Clustering Models with Integer Linear
Programming},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {647--654},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/098},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/OualiLLBZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Zimmermann16,
author = {Albrecht Zimmermann},
editor = {Jan Van Haaren and
Mehdi Kaytoue and
Jesse Davis},
title = {Wages of Wins: Could an Amateur Make Money from Match Outcome Predictions?},
booktitle = {Proceedings of the Workshop on Machine Learning and Data Mining for
Sports Analytics 2016 co-located with the 2016 European Conference
on Machine Learning and Principles and Practice of Knowledge Discovery
in Databases, MLSA@PKDD/ECML 2016, Riva del Garda, Italy, September
19, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1842},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1842/paper\_11.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Zimmermann16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/Zimmermann15,
author = {Albrecht Zimmermann},
title = {Objectively evaluating condensed representations and interestingness
measures for frequent itemset mining},
journal = {J. Intell. Inf. Syst.},
volume = {45},
number = {3},
pages = {299--317},
year = {2015},
url = {https://doi.org/10.1007/s10844-013-0297-9},
doi = {10.1007/S10844-013-0297-9},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/Zimmermann15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZimmermannKPRB15,
author = {Albrecht Zimmermann and
Mehdi Kaytoue and
Marc Plantevit and
C{\'{e}}line Robardet and
Jean{-}Fran{\c{c}}ois Boulicaut},
editor = {Ioannis Katakis and
Fran{\c{c}}ois Schnitzler and
Thomas Liebig and
Dimitrios Gunopulos and
Katharina Morik and
Gennady L. Andrienko and
Shie Mannor},
title = {Profiling Users of the Velo'v Bike Sharing System},
booktitle = {Proceedings of the 2nd International Workshop on Mining Urban Data
co-located with 32nd International Conference on Machine Learning
{(ICML} 2015), Lille, France, July 11th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1392},
pages = {63--64},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1392/paper-08.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZimmermannKPRB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Zimmermann15,
author = {Albrecht Zimmermann},
editor = {Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Exploring Chance in {NCAA} Basketball},
booktitle = {Proceedings of the 2nd Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2015 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2015), Porto, Portugal, September 11th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1970},
pages = {65--76},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1970/paper-09.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Zimmermann15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HoudyerZKPMR15,
author = {Pierre Houdyer and
Albrecht Zimmermann and
Mehdi Kaytoue and
Marc Plantevit and
Joseph Mitchell and
C{\'{e}}line Robardet},
editor = {Albert Bifet and
Michael May and
Bianca Zadrozny and
Ricard Gavald{\`{a}} and
Dino Pedreschi and
Francesco Bonchi and
Jaime S. Cardoso and
Myra Spiliopoulou},
title = {Gazouille: Detecting and Illustrating Local Events from Geolocalized
Social Media Streams},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9286},
pages = {276--280},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23461-8\_29},
doi = {10.1007/978-3-319-23461-8\_29},
timestamp = {Wed, 17 Mar 2021 09:50:14 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HoudyerZKPMR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZimmermannBR15,
author = {Albrecht Zimmermann and
Bj{\"{o}}rn Bringmann and
Luc De Raedt},
title = {Exploring the efficacy of molecular fragments of different complexity
in computational {SAR} modeling},
journal = {CoRR},
volume = {abs/1501.03015},
year = {2015},
url = {http://arxiv.org/abs/1501.03015},
eprinttype = {arXiv},
eprint = {1501.03015},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZimmermannBR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Zimmermann14,
author = {Albrecht Zimmermann},
title = {Understanding episode mining techniques: Benchmarking on diverse,
realistic, artificial data},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {761--791},
year = {2014},
url = {https://doi.org/10.3233/IDA-140668},
doi = {10.3233/IDA-140668},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Zimmermann14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Zimmermann14,
author = {Albrecht Zimmermann},
title = {The Data Problem in Data Mining},
journal = {{SIGKDD} Explor.},
volume = {16},
number = {2},
pages = {38--45},
year = {2014},
url = {https://doi.org/10.1145/2783702.2783706},
doi = {10.1145/2783702.2783706},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/Zimmermann14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/NijssenZ14,
author = {Siegfried Nijssen and
Albrecht Zimmermann},
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Constraint-Based Pattern Mining},
booktitle = {Frequent Pattern Mining},
pages = {147--163},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_7},
doi = {10.1007/978-3-319-07821-2\_7},
timestamp = {Mon, 05 Jun 2017 13:20:20 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/NijssenZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/ZimmermannN14,
author = {Albrecht Zimmermann and
Siegfried Nijssen},
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Supervised Pattern Mining and Applications to Classification},
booktitle = {Frequent Pattern Mining},
pages = {425--442},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_17},
doi = {10.1007/978-3-319-07821-2\_17},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/ZimmermannN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Zimmermann14,
author = {Albrecht Zimmermann},
title = {A feature construction framework based on outlier detection and discriminative
pattern mining},
journal = {CoRR},
volume = {abs/1407.4668},
year = {2014},
url = {http://arxiv.org/abs/1407.4668},
eprinttype = {arXiv},
eprint = {1407.4668},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Zimmermann14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/LemeireMZD13,
author = {Jan Lemeire and
Stijn Meganck and
Albrecht Zimmermann and
Thomas Dhollander},
editor = {Linda C. van der Gaag},
title = {Detecting Marginal and Conditional Independencies between Events and
Learning Their Causal Structure},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 12th European Conference, {ECSQARU} 2013, Utrecht, The Netherlands,
July 8-10, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7958},
pages = {376--387},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-39091-3\_32},
doi = {10.1007/978-3-642-39091-3\_32},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/LemeireMZD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Zimmermann13,
author = {Albrecht Zimmermann},
editor = {Jiuyong Li and
Longbing Cao and
Can Wang and
Kay Chen Tan and
Bo Liu and
Jian Pei and
Vincent S. Tseng},
title = {Objectively Evaluating Interestingness Measures for Frequent Itemset
Mining},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD,
Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7867},
pages = {354--366},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40319-4\_31},
doi = {10.1007/978-3-642-40319-4\_31},
timestamp = {Sun, 25 Oct 2020 23:14:10 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/Zimmermann13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZimmermannMS13,
author = {Albrecht Zimmermann and
Sruthi Moorthy and
Zifan Shi},
editor = {Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Predicting {NCAAB} Match Outcomes Using {ML} Techniques - Some Results
and Lessons Learned},
booktitle = {Proceedings of the 2nd Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2013 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2013), Prague, Czech Republic, September 27th, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1969},
pages = {69--78},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1969/paper-09.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZimmermannMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2013mlsa,
editor = {Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Proceedings of the 2nd Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2013 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2013), Prague, Czech Republic, September 27th, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1969},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1969},
urn = {urn:nbn:de:0074-1969-C},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2013mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZimmermannMS13,
author = {Albrecht Zimmermann and
Sruthi Moorthy and
Zifan Shi},
title = {Predicting college basketball match outcomes using machine learning
techniques: some results and lessons learned},
journal = {CoRR},
volume = {abs/1310.3607},
year = {2013},
url = {http://arxiv.org/abs/1310.3607},
eprinttype = {arXiv},
eprint = {1310.3607},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZimmermannMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Zimmermann12,
author = {Albrecht Zimmermann},
editor = {Jilles Vreeken and
Charles Ling and
Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Generating Diverse Realistic Data Sets for Episode Mining},
booktitle = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Brussels, Belgium, December 10, 2012},
pages = {611--618},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDMW.2012.92},
doi = {10.1109/ICDMW.2012.92},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Zimmermann12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GunsNZR11,
author = {Tias Guns and
Siegfried Nijssen and
Albrecht Zimmermann and
Luc De Raedt},
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 = {Declarative Heuristic Search for Pattern Set Mining},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {1104--1111},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.60},
doi = {10.1109/ICDMW.2011.60},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GunsNZR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-6191,
author = {Bj{\"{o}}rn Bringmann and
Siegfried Nijssen and
Albrecht Zimmermann},
title = {Pattern-Based Classification: {A} Unifying Perspective},
journal = {CoRR},
volume = {abs/1111.6191},
year = {2011},
url = {http://arxiv.org/abs/1111.6191},
eprinttype = {arXiv},
eprint = {1111.6191},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-6191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZimmermannBR10,
author = {Albrecht Zimmermann and
Bj{\"{o}}rn Bringmann and
Ulrich R{\"{u}}ckert},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Fast, Effective Molecular Feature Mining by Local Optimization},
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 = {563--578},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_36},
doi = {10.1007/978-3-642-15939-8\_36},
timestamp = {Fri, 25 Dec 2020 01:15:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZimmermannBR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/BringmannNZ10,
author = {Bj{\"{o}}rn Bringmann and
Siegfried Nijssen and
Albrecht Zimmermann},
editor = {Saso Dzeroski and
Bart Goethals and
Pance Panov},
title = {From Local Patterns to Classification Models},
booktitle = {Inductive Databases and Constraint-Based Data Mining},
pages = {127--154},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-7738-0\_6},
doi = {10.1007/978-1-4419-7738-0\_6},
timestamp = {Sat, 09 Apr 2022 12:20:03 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/BringmannNZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Zimmermann09,
author = {Albrecht Zimmermann},
title = {Mining Sets of Patterns (Zoeken naar verzamelingen van patronen)},
school = {Katholieke Universiteit Leuven, Belgium},
year = {2009},
url = {https://lirias.kuleuven.be/handle/123456789/233969},
timestamp = {Thu, 06 Apr 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Zimmermann09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/BringmannZ09,
author = {Bj{\"{o}}rn Bringmann and
Albrecht Zimmermann},
title = {One in a million: picking the right patterns},
journal = {Knowl. Inf. Syst.},
volume = {18},
number = {1},
pages = {61--81},
year = {2009},
url = {https://doi.org/10.1007/s10115-008-0136-4},
doi = {10.1007/S10115-008-0136-4},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/BringmannZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZimmermannR09,
author = {Albrecht Zimmermann and
Luc De Raedt},
title = {Cluster-grouping: from subgroup discovery to clustering},
journal = {Mach. Learn.},
volume = {77},
number = {1},
pages = {125--159},
year = {2009},
url = {https://doi.org/10.1007/s10994-009-5121-y},
doi = {10.1007/S10994-009-5121-Y},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZimmermannR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZimmermannB09,
author = {Albrecht Zimmermann and
Bj{\"{o}}rn Bringmann},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {Aggregated Subset Mining},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {664--672},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_66},
doi = {10.1007/978-3-642-01307-2\_66},
timestamp = {Fri, 25 Dec 2020 01:15:13 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZimmermannB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/Zimmermann08,
author = {Albrecht Zimmermann},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Michael R. Berthold and
Tam{\'{a}}s Horv{\'{a}}th},
title = {Ensemble-Trees: Leveraging Ensemble Power Inside Decision Trees},
booktitle = {Discovery Science, 11th International Conference, {DS} 2008, Budapest,
Hungary, October 13-16, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5255},
pages = {76--87},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88411-8\_10},
doi = {10.1007/978-3-540-88411-8\_10},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/Zimmermann08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BringmannZ07,
author = {Bj{\"{o}}rn Bringmann and
Albrecht Zimmermann},
title = {The Chosen Few: On Identifying Valuable Patterns},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {63--72},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.85},
doi = {10.1109/ICDM.2007.85},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BringmannZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RaedtZ07,
author = {Luc De Raedt and
Albrecht Zimmermann},
title = {Constraint-Based Pattern Set Mining},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {237--248},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.22},
doi = {10.1137/1.9781611972771.22},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RaedtZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BringmannZRN06,
author = {Bj{\"{o}}rn Bringmann and
Albrecht Zimmermann and
Luc De Raedt and
Siegfried Nijssen},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Don't Be Afraid of Simpler Patterns},
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 = {55--66},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_10},
doi = {10.1007/11871637\_10},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BringmannZRN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZimmermannB05,
author = {Albrecht Zimmermann and
Bj{\"{o}}rn Bringmann},
title = {{CTC} - Correlating Tree Patterns for Classification},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {833--836},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.49},
doi = {10.1109/ICDM.2005.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZimmermannB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BringmannZ05,
author = {Bj{\"{o}}rn Bringmann and
Albrecht Zimmermann},
editor = {Mathias Bauer and
Boris Brandherm and
Johannes F{\"{u}}rnkranz and
Gunter Grieser and
Andreas Hotho and
Andreas Jedlitschka and
Alexander Kr{\"{o}}ner},
title = {Tree\({}^{\mbox{2}}\) - Decision Trees for Tree Structured Data},
booktitle = {Lernen, Wissensentdeckung und Adaptivit{\"{a}}t {(LWA)} 2005,
{GI} Workshops, Saarbr{\"{u}}cken, October 10th-12th, 2005},
pages = {139--144},
publisher = {{DFKI}},
year = {2005},
timestamp = {Mon, 14 Nov 2005 13:40:03 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BringmannZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BringmannZ05,
author = {Bj{\"{o}}rn Bringmann and
Albrecht Zimmermann},
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {Tree\({}^{\mbox{2}}\) - Decision Trees for Tree Structured Data},
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 = {46--58},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126\_10},
doi = {10.1007/11564126\_10},
timestamp = {Wed, 24 Mar 2021 17:11:59 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BringmannZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinq/ZimmermannR04,
author = {Albrecht Zimmermann and
Luc De Raedt},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Luc De Raedt and
Heikki Mannila},
title = {Inductive Querying for Discovering Subgroups and Clusters},
booktitle = {Constraint-Based Mining and Inductive Databases, European Workshop
on Inductive Databases and Constraint Based Mining, Hinterzarten,
Germany, March 11-13, 2004, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3848},
pages = {380--399},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/11615576\_18},
doi = {10.1007/11615576\_18},
timestamp = {Sun, 25 Oct 2020 22:35:10 +0100},
biburl = {https://dblp.org/rec/conf/cinq/ZimmermannR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/ZimmermannR04,
author = {Albrecht Zimmermann and
Luc De Raedt},
editor = {Einoshin Suzuki and
Setsuo Arikawa},
title = {CorClass: Correlated Association Rule Mining for Classification},
booktitle = {Discovery Science, 7th International Conference, {DS} 2004, Padova,
Italy, October 2-5, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3245},
pages = {60--72},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30214-8\_5},
doi = {10.1007/978-3-540-30214-8\_5},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/ZimmermannR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ZimmermannC04,
author = {Albrecht Zimmermann and
Luc De Raedt},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {Cluster-Grouping: From Subgroup Discovery to Clustering},
booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine
Learning, Pisa, Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3201},
pages = {575--577},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30115-8\_56},
doi = {10.1007/978-3-540-30115-8\_56},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ZimmermannC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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