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ORCIDBibTeX records: Ulf Brefeld
@article{DBLP:journals/dagstuhl-reports/BrefeldDJK24,
author = {Ulf Brefeld and
Jesse Davis and
Laura de Jong and
Stephanie Kovalchik},
title = {Computational Approaches to Strategy and Tactics in Sports (Dagstuhl
Seminar 24081)},
journal = {Dagstuhl Reports},
volume = {14},
number = {2},
pages = {164--181},
year = {2024},
url = {https://doi.org/10.4230/DagRep.14.2.164},
doi = {10.4230/DAGREP.14.2.164},
timestamp = {Wed, 31 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/BrefeldDJK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sbcjis/ReisRLJFB23,
author = {Val{\'{e}}ria Quadros dos Reis and
Maria E. R. Rabello and
Anderson C. Lima and
Guilherme P. S. Jardim and
Eraldo R. Fernandes and
Ulf Brefeld},
title = {Data practices in apps from Brazil: What do privacy policies inform
us about?},
journal = {J. Interact. Syst.},
volume = {14},
number = {1},
pages = {1--8},
year = {2023},
url = {https://doi.org/10.5753/jis.2023.2954},
doi = {10.5753/JIS.2023.2954},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sbcjis/ReisRLJFB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SarhanWCBF23,
author = {Noha A. Sarhan and
Christian Wilms and
Vanessa Closius and
Ulf Brefeld and
Simone Frintrop},
title = {Hands in Focus: Sign Language Recognition Via Top-Down Attention},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2023,
Kuala Lumpur, Malaysia, October 8-11, 2023},
pages = {2555--2559},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICIP49359.2023.10222729},
doi = {10.1109/ICIP49359.2023.10222729},
timestamp = {Tue, 21 Nov 2023 12:38:06 +0100},
biburl = {https://dblp.org/rec/conf/icip/SarhanWCBF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/MatthiesenHB23,
author = {Jennifer Jorina Matthiesen and
Hanne Hastedt and
Ulf Brefeld},
editor = {Bruno Cr{\'{e}}milleux and
Sibylle Hess and
Siegfried Nijssen},
title = {User Authentication via Multifaceted Mouse Movements and Outlier Exposure},
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 = {300--313},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30047-9\_24},
doi = {10.1007/978-3-031-30047-9\_24},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/MatthiesenHB23.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}
}
@article{DBLP:journals/datamine/DickLB22,
author = {Uwe Dick and
Daniel Link and
Ulf Brefeld},
title = {Who can receive the pass? {A} computational model for quantifying
availability in soccer},
journal = {Data Min. Knowl. Discov.},
volume = {36},
number = {3},
pages = {987--1014},
year = {2022},
url = {https://doi.org/10.1007/s10618-022-00827-2},
doi = {10.1007/S10618-022-00827-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/DickLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RudolphB22,
author = {Yannick Rudolph and
Ulf Brefeld},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Modeling Conditional Dependencies in Multiagent Trajectories},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {10518--10533},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/rudolph22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RudolphB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FassmeyerFB22,
author = {Dennis Fassmeyer and
Pascal Fassmeyer and
Ulf Brefeld},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Semi-Supervised Generative Models for Multiagent Trajectories},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f1fb6b2746332167f6670655372186cb-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FassmeyerFB22.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/ml/BoubekkiKBJ21,
author = {Ahc{\`{e}}ne Boubekki and
Michael Kampffmeyer and
Ulf Brefeld and
Robert Jenssen},
title = {Joint optimization of an autoencoder for clustering and embedding},
journal = {Mach. Learn.},
volume = {110},
number = {7},
pages = {1901--1937},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06015-5},
doi = {10.1007/S10994-021-06015-5},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BoubekkiKBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FadelMTB21,
author = {Samuel G. Fadel and
Sebastian Mair and
Ricardo da Silva Torres and
Ulf Brefeld},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Principled Interpolation in Normalizing Flows},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {116--131},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_8},
doi = {10.1007/978-3-030-86520-7\_8},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FadelMTB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/BrefeldDLL21,
author = {Ulf Brefeld and
Jesse Davis and
Martin Lames and
James J. Little},
title = {Machine Learning in Sports (Dagstuhl Seminar 21411)},
journal = {Dagstuhl Reports},
volume = {11},
number = {9},
pages = {45--63},
year = {2021},
url = {https://doi.org/10.4230/DagRep.11.9.45},
doi = {10.4230/DAGREP.11.9.45},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/BrefeldDLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/MatthiesenB20,
author = {Jennifer Jorina Matthiesen and
Ulf Brefeld},
editor = {Constantine Stephanidis and
Margherita Antona},
title = {Assessing User Behavior by Mouse Movements},
booktitle = {{HCI} International 2020 - Posters - 22nd International Conference,
{HCII} 2020, Copenhagen, Denmark, July 19-24, 2020, Proceedings, Part
{I}},
series = {Communications in Computer and Information Science},
volume = {1224},
pages = {68--75},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-50726-8\_9},
doi = {10.1007/978-3-030-50726-8\_9},
timestamp = {Thu, 16 Jul 2020 15:56:07 +0200},
biburl = {https://dblp.org/rec/conf/hci/MatthiesenB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/RudolphBD20,
author = {Yannick Rudolph and
Ulf Brefeld and
Uwe Dick},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Graph Conditional Variational Models: Too Complex for Multiagent Trajectories?},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {136--147},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/rudolph20a.html},
timestamp = {Thu, 14 Jul 2022 17:31:05 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/RudolphBD20.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}
}
@proceedings{DBLP:conf/pkdd/2019-1,
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11906},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-46150-8},
doi = {10.1007/978-3-030-46150-8},
isbn = {978-3-030-46149-2},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2019-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2019-2,
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-46147-8},
doi = {10.1007/978-3-030-46147-8},
isbn = {978-3-030-46146-1},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2019-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2019-3,
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11908},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-46133-1},
doi = {10.1007/978-3-030-46133-1},
isbn = {978-3-030-46132-4},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2019-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12059,
author = {Samuel G. Fadel and
Sebastian Mair and
Ricardo da Silva Torres and
Ulf Brefeld},
title = {Principled Interpolation in Normalizing Flows},
journal = {CoRR},
volume = {abs/2010.12059},
year = {2020},
url = {https://arxiv.org/abs/2010.12059},
eprinttype = {arXiv},
eprint = {2010.12059},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03740,
author = {Ahc{\`{e}}ne Boubekki and
Michael Kampffmeyer and
Ulf Brefeld and
Robert Jenssen},
title = {Joint Optimization of an Autoencoder for Clustering and Embedding},
journal = {CoRR},
volume = {abs/2012.03740},
year = {2020},
url = {https://arxiv.org/abs/2012.03740},
eprinttype = {arXiv},
eprint = {2012.03740},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/PandarovaSHBJB19,
author = {Irina Pandarova and
Torben Schmidt and
Johannes Hartig and
Ahc{\`{e}}ne Boubekki and
Roger Dale Jones and
Ulf Brefeld},
title = {Predicting the Difficulty of Exercise Items for Dynamic Difficulty
Adaptation in Adaptive Language Tutoring},
journal = {Int. J. Artif. Intell. Educ.},
volume = {29},
number = {3},
pages = {342--367},
year = {2019},
url = {https://doi.org/10.1007/s40593-019-00180-4},
doi = {10.1007/S40593-019-00180-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiedu/PandarovaSHBJB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/DickB19,
author = {Uwe Dick and
Ulf Brefeld},
title = {Learning to Rate Player Positioning in Soccer},
journal = {Big Data},
volume = {7},
number = {1},
pages = {71--82},
year = {2019},
url = {https://doi.org/10.1089/big.2018.0054},
doi = {10.1089/BIG.2018.0054},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/DickB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BrefeldLM19,
author = {Ulf Brefeld and
Jan Lasek and
Sebastian Mair},
title = {Probabilistic movement models and zones of control},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {127--147},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5725-1},
doi = {10.1007/S10994-018-5725-1},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BrefeldLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/TavakolJBF19,
author = {Maryam Tavakol and
Tobias Joppen and
Ulf Brefeld and
Johannes F{\"{u}}rnkranz},
editor = {Christoph Benzm{\"{u}}ller and
Heiner Stuckenschmidt},
title = {Personalized Transaction Kernels for Recommendation Using {MCTS}},
booktitle = {{KI} 2019: Advances in Artificial Intelligence - 42nd German Conference
on AI, Kassel, Germany, September 23-26, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11793},
pages = {338--352},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30179-8\_31},
doi = {10.1007/978-3-030-30179-8\_31},
timestamp = {Tue, 07 May 2024 20:11:38 +0200},
biburl = {https://dblp.org/rec/conf/ki/TavakolJBF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MairB19,
author = {Sebastian Mair and
Ulf Brefeld},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Coresets for Archetypal Analysis},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {7245--7253},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/7f278ad602c7f47aa76d1bfc90f20263-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MairB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2018-3,
editor = {Ulf Brefeld and
Edward Curry and
Elizabeth Daly and
Brian MacNamee and
Alice Marascu and
Fabio Pinelli and
Michele Berlingerio and
Neil Hurley},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11053},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-10997-4},
doi = {10.1007/978-3-030-10997-4},
isbn = {978-3-030-10996-7},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2018-3.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}
}
@article{DBLP:journals/kais/MairB18,
author = {Sebastian Mair and
Ulf Brefeld},
title = {Distributed robust Gaussian Process regression},
journal = {Knowl. Inf. Syst.},
volume = {55},
number = {2},
pages = {415--435},
year = {2018},
url = {https://doi.org/10.1007/s10115-017-1084-7},
doi = {10.1007/S10115-017-1084-7},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/MairB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BoubekkiJB18,
author = {Ahc{\`{e}}ne Boubekki and
Shailee Jain and
Ulf Brefeld},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Mining User Trajectories in Electronic Text Books},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_97.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BoubekkiJB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/GaonkarTB18,
author = {Radhika Gaonkar and
Maryam Tavakol and
Ulf Brefeld},
editor = {Wouter Duivesteijn and
Arno Siebes and
Antti Ukkonen},
title = {MDP-based Itinerary Recommendation using Geo-Tagged Social Media},
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 = {111--123},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01768-2\_10},
doi = {10.1007/978-3-030-01768-2\_10},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/GaonkarTB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MairRCB18,
author = {Sebastian Mair and
Yannick Rudolph and
Vanessa Closius and
Ulf Brefeld},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Frame-Based Optimal Design},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {447--463},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_27},
doi = {10.1007/978-3-030-10928-8\_27},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MairRCB18.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}
}
@inproceedings{DBLP:conf/icml/MairBB17,
author = {Sebastian Mair and
Ahc{\`{e}}ne Boubekki and
Ulf Brefeld},
editor = {Doina Precup and
Yee Whye Teh},
title = {Frame-based Data Factorizations},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2305--2313},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mair17a.html},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MairBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/BoubekkiBLS17,
author = {Ahc{\`{e}}ne Boubekki and
Ulf Brefeld and
Cl{\'{a}}udio Leonardo Lucchesi and
Wolfgang Stille},
editor = {Gabriele Kern{-}Isberner and
Johannes F{\"{u}}rnkranz and
Matthias Thimm},
title = {Propagating Maximum Capacities for Recommendation},
booktitle = {{KI} 2017: Advances in Artificial Intelligence - 40th Annual German
Conference on AI, Dortmund, Germany, September 25-29, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10505},
pages = {72--84},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67190-1\_6},
doi = {10.1007/978-3-319-67190-1\_6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ki/BoubekkiBLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ReuboldBSB17,
author = {Jan Reubold and
Ahc{\`{e}}ne Boubekki and
Thorsten Strufe and
Ulf Brefeld},
editor = {Annalisa Appice and
Corrado Loglisci and
Giuseppe Manco and
Elio Masciari and
Zbigniew W. Ras},
title = {Infinite Mixtures of Markov Chains},
booktitle = {New Frontiers in Mining Complex Patterns - 6th International Workshop,
{NFMCP} 2017, Held in Conjunction with {ECML-PKDD} 2017, Skopje, Macedonia,
September 18-22, 2017, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10785},
pages = {167--181},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-78680-3\_12},
doi = {10.1007/978-3-319-78680-3\_12},
timestamp = {Tue, 07 May 2024 20:07:44 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ReuboldBSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TavakolB17,
author = {Maryam Tavakol and
Ulf Brefeld},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {A Unified Contextual Bandit Framework for Long- and Short-Term Recommendations},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {269--284},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_17},
doi = {10.1007/978-3-319-71246-8\_17},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TavakolB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KnaufMB16,
author = {Konstantin Knauf and
Daniel Memmert and
Ulf Brefeld},
title = {Spatio-temporal convolution kernels},
journal = {Mach. Learn.},
volume = {102},
number = {2},
pages = {247--273},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5520-1},
doi = {10.1007/S10994-015-5520-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KnaufMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ArndtB16,
author = {Cornelius Arndt and
Ulf Brefeld},
title = {Predicting the future performance of soccer players},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {5},
pages = {373--382},
year = {2016},
url = {https://doi.org/10.1002/sam.11321},
doi = {10.1002/SAM.11321},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ArndtB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/BoubekkiKGSB16,
author = {Ahc{\`{e}}ne Boubekki and
Ulf Kr{\"{o}}hne and
Frank Goldhammer and
Waltraud Schreiber and
Ulf Brefeld},
editor = {Stefan Michaelis and
Nico Piatkowski and
Marco Stolpe},
title = {Data-Driven Analyses of Electronic Text Books},
booktitle = {Solving Large Scale Learning Tasks. Challenges and Algorithms - Essays
Dedicated to Katharina Morik on the Occasion of Her 60th Birthday},
series = {Lecture Notes in Computer Science},
volume = {9580},
pages = {362--376},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41706-6\_20},
doi = {10.1007/978-3-319-41706-6\_20},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/birthday/BoubekkiKGSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TavakolZB16,
author = {Maryam Tavakol and
Hamid Zafartavanaelmi and
Ulf Brefeld},
editor = {Jan Van Haaren and
Mehdi Kaytoue and
Jesse Davis},
title = {Feature Extraction and Aggregation for Predicting the {EURO} 2016},
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\_02.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TavakolZB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BoubekkiKGSB15,
author = {Ahc{\`{e}}ne Boubekki and
Ulf Kr{\"{o}}hne and
Frank Goldhammer and
Waltraud Schreiber and
Ulf Brefeld},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Toward Data-Driven Analyses of Electronic Text Books},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {592--593},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/poster592-593.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/BoubekkiKGSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BoubekkiBD15,
author = {Ahc{\`{e}}ne Boubekki and
Ulf Brefeld and
Thomas Delacroix},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Generalising {IRT} to Discriminate Between Examinees},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {604--605},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/poster604-605.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/BoubekkiBD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BrandtB15,
author = {Markus Brandt and
Ulf Brefeld},
editor = {Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Graph-based Approaches for Analyzing Team Interaction on the Example
of Soccer},
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 = {10--17},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1970/paper-03.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BrandtB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Brefeld15,
author = {Ulf Brefeld},
editor = {Roger L. Wainwright and
Juan Manuel Corchado and
Alessio Bechini and
Jiman Hong},
title = {Multi-view learning with dependent views},
booktitle = {Proceedings of the 30th Annual {ACM} Symposium on Applied Computing,
Salamanca, Spain, April 13-17, 2015},
pages = {865--870},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2695664.2695829},
doi = {10.1145/2695664.2695829},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/Brefeld15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/NasirGB14,
author = {Jamal Abdul Nasir and
Nico G{\"{o}}rnitz and
Ulf Brefeld},
editor = {Jan Hajic and
Junichi Tsujii},
title = {An Off-the-shelf Approach to Authorship Attribution},
booktitle = {{COLING} 2014, 25th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, August 23-29, 2014,
Dublin, Ireland},
pages = {895--904},
publisher = {{ACL}},
year = {2014},
url = {https://aclanthology.org/C14-1085/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/NasirGB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/TzouridisNB14,
author = {Emmanouil Tzouridis and
Jamal Abdul Nasir and
Ulf Brefeld},
editor = {Jan Hajic and
Junichi Tsujii},
title = {Learning to Summarise Related Sentences},
booktitle = {{COLING} 2014, 25th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, August 23-29, 2014,
Dublin, Ireland},
pages = {1636--1647},
publisher = {{ACL}},
year = {2014},
url = {https://aclanthology.org/C14-1155/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/TzouridisNB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BengsB14,
author = {Daniel Bengs and
Ulf Brefeld},
editor = {John C. Stamper and
Zachary A. Pardos and
Manolis Mavrikis and
Bruce M. McLaren},
title = {Computer-based Adaptive Speed Tests},
booktitle = {Proceedings of the 7th International Conference on Educational Data
Mining, {EDM} 2014, London, UK, July 4-7, 2014},
pages = {221--224},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2014},
url = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/shortpapers/221\_EDM-2014-Short.pdf},
timestamp = {Thu, 02 Jun 2022 10:23:43 +0200},
biburl = {https://dblp.org/rec/conf/edm/BengsB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/Brefeld14,
author = {Ulf Brefeld},
editor = {Thomas Seidl and
Marwan Hassani and
Christian Beecks},
title = {Interdisciplinary Machine Learning},
booktitle = {Proceedings of the 16th {LWA} Workshops: KDML, {IR} and FGWM, Aachen,
Germany, September 8-10, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1226},
pages = {6},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1226/paper02.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/lwa/Brefeld14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FernandesBBA14,
author = {Eraldo R. Fernandes and
Ulf Brefeld and
Roi Blanco and
Jordi Atserias},
editor = {Martin Atzmueller and
Alvin Chin and
Frederik Janssen and
Immanuel Schweizer and
Christoph Trattner},
title = {Using Wikipedia for Cross-Language Named Entity Recognition},
booktitle = {Big Data Analytics in the Social and Ubiquitous Context - 5th International
Workshop on Modeling Social Media, {MSM} 2014, 5th International Workshop
on Mining Ubiquitous and Social Environments, {MUSE} 2014, and First
International Workshop on Machine Learning for Urban Sensor Data,
SenseML 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9546},
pages = {1--25},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-29009-6\_1},
doi = {10.1007/978-3-319-29009-6\_1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FernandesBBA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaaseB14,
author = {Jens Haase and
Ulf Brefeld},
editor = {Annalisa Appice and
Michelangelo Ceci and
Corrado Loglisci and
Giuseppe Manco and
Elio Masciari and
Zbigniew W. Ras},
title = {Mining Positional Data Streams},
booktitle = {New Frontiers in Mining Complex Patterns - Third International Workshop,
{NFMCP} 2014, Held in Conjunction with {ECML-PKDD} 2014, Nancy, France,
September 19, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8983},
pages = {102--116},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-17876-9\_7},
doi = {10.1007/978-3-319-17876-9\_7},
timestamp = {Tue, 07 May 2024 20:07:44 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HaaseB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TavakolB14,
author = {Maryam Tavakol and
Ulf Brefeld},
editor = {Alfred Kobsa and
Michelle X. Zhou and
Martin Ester and
Yehuda Koren},
title = {Factored MDPs for detecting topics of user sessions},
booktitle = {Eighth {ACM} Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, {USA} - October 06 - 10, 2014},
pages = {33--40},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2645710.2645739},
doi = {10.1145/2645710.2645739},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/TavakolB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GornitzKRB14,
author = {Nico G{\"{o}}rnitz and
Marius Kloft and
Konrad Rieck and
Ulf Brefeld},
title = {Toward Supervised Anomaly Detection},
journal = {CoRR},
volume = {abs/1401.6424},
year = {2014},
url = {http://arxiv.org/abs/1401.6424},
eprinttype = {arXiv},
eprint = {1401.6424},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GornitzKRB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/GoernitzKRB13,
author = {Nico G{\"{o}}rnitz and
Marius Kloft and
Konrad Rieck and
Ulf Brefeld},
title = {Toward Supervised Anomaly Detection},
journal = {J. Artif. Intell. Res.},
volume = {46},
pages = {235--262},
year = {2013},
url = {https://doi.org/10.1613/jair.3623},
doi = {10.1613/JAIR.3623},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/GoernitzKRB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BengsB13,
author = {Daniel Bengs and
Ulf Brefeld},
editor = {Andreas Henrich and
Hans{-}Christian Sperker},
title = {Adaptive Speeded Tests},
booktitle = {{LWA} 2013. Lernen, Wissen {\&} Adaptivit{\"{a}}t, Workshop
Proceedings Bamberg, 7.-9. October 2013},
pages = {86--89},
publisher = {Universit{\"{a}}tsbibliothek Bamberg},
year = {2013},
timestamp = {Wed, 12 Feb 2020 16:45:19 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BengsB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/TzouridisB13,
author = {Emmanouil Tzouridis and
Ulf Brefeld},
editor = {Andreas Henrich and
Hans{-}Christian Sperker},
title = {Learning Shortest Paths for Word Graphs},
booktitle = {{LWA} 2013. Lernen, Wissen {\&} Adaptivit{\"{a}}t, Workshop
Proceedings Bamberg, 7.-9. October 2013},
pages = {113--116},
publisher = {Universit{\"{a}}tsbibliothek Bamberg},
year = {2013},
timestamp = {Sun, 27 Sep 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lwa/TzouridisB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaaseB13,
author = {Jens Haase and
Ulf Brefeld},
editor = {Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Finding Similar Movements in Positional Data Streams},
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 = {49--57},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1969/paper-07.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HaaseB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HaiderCB12,
author = {Peter Haider and
Luca Chiarandini and
Ulf Brefeld},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Discriminative clustering for market segmentation},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {417--425},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339600},
doi = {10.1145/2339530.2339600},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HaiderCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/RathkeHBM11,
author = {Fabian Rathke and
Katja Hansen and
Ulf Brefeld and
Klaus{-}Robert M{\"{u}}ller},
title = {StructRank: {A} New Approach for Ligand-Based Virtual Screening},
journal = {J. Chem. Inf. Model.},
volume = {51},
number = {1},
pages = {83--92},
year = {2011},
url = {https://doi.org/10.1021/ci100308f},
doi = {10.1021/CI100308F},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/RathkeHBM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KloftBSZ11,
author = {Marius Kloft and
Ulf Brefeld and
S{\"{o}}ren Sonnenburg and
Alexander Zien},
title = {\emph{l\({}_{\mbox{p}}\)}-Norm Multiple Kernel Learning},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {953--997},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021033},
doi = {10.5555/1953048.2021033},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KloftBSZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GiannopoulosBDS11,
author = {Giorgos Giannopoulos and
Ulf Brefeld and
Theodore Dalamagas and
Timos K. Sellis},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Learning to rank user intent},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {195--200},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063609},
doi = {10.1145/2063576.2063609},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GiannopoulosBDS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AmodeoBB11,
author = {Giuseppe Amodeo and
Roi Blanco and
Ulf Brefeld},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Hybrid models for future event prediction},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1981--1984},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063870},
doi = {10.1145/2063576.2063870},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AmodeoBB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FernandesB11,
author = {Eraldo R. Fernandes and
Ulf Brefeld},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Learning from Partially Annotated Sequences},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6911},
pages = {407--422},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23780-5\_36},
doi = {10.1007/978-3-642-23780-5\_36},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/FernandesB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BrefeldCJ11,
author = {Ulf Brefeld and
Berkant Barla Cambazoglu and
Flavio Paiva Junqueira},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {Document assignment in multi-site search engines},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {575--584},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935907},
doi = {10.1145/1935826.1935907},
timestamp = {Sat, 09 Apr 2022 12:34:55 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/BrefeldCJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-3697,
author = {Alexander Binder and
Shinichi Nakajima and
Marius Kloft and
Christina M{\"{u}}ller and
Wojciech Samek and
Ulf Brefeld and
Klaus{-}Robert M{\"{u}}ller and
Motoaki Kawanabe},
title = {Insights from Classifying Visual Concepts with Multiple Kernel Learning},
journal = {CoRR},
volume = {abs/1112.3697},
year = {2011},
url = {http://arxiv.org/abs/1112.3697},
eprinttype = {arXiv},
eprint = {1112.3697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-3697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RieckKBM10,
author = {Konrad Rieck and
Tammo Krueger and
Ulf Brefeld and
Klaus{-}Robert M{\"{u}}ller},
title = {Approximate Tree Kernels},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {555--580},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756022},
doi = {10.5555/1756006.1756022},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RieckKBM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/BrefeldGM10,
author = {Ulf Brefeld and
Lise Getoor and
Sofus A. Macskassy},
title = {Eighth workshop on mining and learning with graphs},
journal = {{SIGKDD} Explor.},
volume = {12},
number = {2},
pages = {63--65},
year = {2010},
url = {https://doi.org/10.1145/1964897.1964915},
doi = {10.1145/1964897.1964915},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/BrefeldGM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlg/2010,
editor = {Ulf Brefeld and
Lise Getoor and
Sofus A. Macskassy},
title = {Proceedings of the Eighth Workshop on Mining and Learning with Graphs,
{MLG} '10, Washington, D.C., USA, July 24-25, 2010},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830252},
doi = {10.1145/1830252},
isbn = {978-1-4503-0214-2},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlg/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-0079,
author = {Marius Kloft and
Ulf Brefeld and
S{\"{o}}ren Sonnenburg and
Alexander Zien},
title = {Non-Sparse Regularization and Efficient Training with Multiple Kernels},
journal = {CoRR},
volume = {abs/1003.0079},
year = {2010},
url = {http://arxiv.org/abs/1003.0079},
eprinttype = {arXiv},
eprint = {1003.0079},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-0079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/BinderKB09,
author = {Alexander Binder and
Motoaki Kawanabe and
Ulf Brefeld},
editor = {Hongbin Zha and
Rin{-}Ichiro Taniguchi and
Stephen J. Maybank},
title = {Efficient Classification of Images with Taxonomies},
booktitle = {Computer Vision - {ACCV} 2009, 9th Asian Conference on Computer Vision,
Xi'an, China, September 23-27, 2009, Revised Selected Papers, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {5996},
pages = {351--362},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-12297-2\_34},
doi = {10.1007/978-3-642-12297-2\_34},
timestamp = {Wed, 17 Feb 2021 15:51:19 +0100},
biburl = {https://dblp.org/rec/conf/accv/BinderKB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GornitzKRB09,
author = {Nico G{\"{o}}rnitz and
Marius Kloft and
Konrad Rieck and
Ulf Brefeld},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Active learning for network intrusion detection},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {47--54},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1655002},
doi = {10.1145/1654988.1655002},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GornitzKRB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KloftBSLMZ09,
author = {Marius Kloft and
Ulf Brefeld and
S{\"{o}}ren Sonnenburg and
Pavel Laskov and
Klaus{-}Robert M{\"{u}}ller and
Alexander Zien},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Efficient and Accurate Lp-Norm Multiple Kernel Learning},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {997--1005},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/d516b13671a4179d9b7b458a6ebdeb92-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KloftBSLMZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GornitzKB09,
author = {Nico G{\"{o}}rnitz and
Marius Kloft and
Ulf Brefeld},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Active and Semi-supervised Data Domain Description},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5781},
pages = {407--422},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04180-8\_44},
doi = {10.1007/978-3-642-04180-8\_44},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GornitzKB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KloftNB09,
author = {Marius Kloft and
Shinichi Nakajima and
Ulf Brefeld},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Feature Selection for Density Level-Sets},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5781},
pages = {692--704},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04180-8\_62},
doi = {10.1007/978-3-642-04180-8\_62},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KloftNB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KloftBDGL08,
author = {Marius Kloft and
Ulf Brefeld and
Patrick D{\"{u}}ssel and
Christian Gehl and
Pavel Laskov},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Automatic feature selection for anomaly detection},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {71--76},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456395},
doi = {10.1145/1456377.1456395},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KloftBDGL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KleinBS08,
author = {Thoralf Klein and
Ulf Brefeld and
Tobias Scheffer},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Exact and Approximate Inference for Annotating Graphs with Structural
SVMs},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
pages = {611--623},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9\_58},
doi = {10.1007/978-3-540-87479-9\_58},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KleinBS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Brefeld2008,
author = {Ulf Brefeld},
title = {Semi-supervised structured prediction models},
school = {Humboldt University of Berlin, Unter den Linden, Germany},
year = {2007},
url = {http://edoc.hu-berlin.de/dissertationen/brefeld-ulf-2008-02-12/PDF/brefeld.pdf},
urn = {urn:nbn:de:kobv:11-10088157},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Brefeld2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaiderBS07,
author = {Peter Haider and
Ulf Brefeld and
Tobias Scheffer},
editor = {Zoubin Ghahramani},
title = {Supervised clustering of streaming data for email batch detection},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {345--352},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273540},
doi = {10.1145/1273496.1273540},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HaiderBS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZienBS07,
author = {Alexander Zien and
Ulf Brefeld and
Tobias Scheffer},
editor = {Zoubin Ghahramani},
title = {Transductive support vector machines for structured variables},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {1183--1190},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273645},
doi = {10.1145/1273496.1273645},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZienBS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlg/BrefeldKS07,
author = {Ulf Brefeld and
Thoralf Klein and
Tobias Scheffer},
editor = {Paolo Frasconi and
Kristian Kersting and
Koji Tsuda},
title = {Support Vector Machines for Collective Inference},
booktitle = {Mining and Learning with Graphs, {MLG} 2007, Firence, Italy, August
1-3, 2007, Proceedings},
year = {2007},
url = {http://mlg07.dsi.unifi.it/pdf/15\_Scheffer.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlg/BrefeldKS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrefeldGSW06,
author = {Ulf Brefeld and
Thomas G{\"{a}}rtner and
Tobias Scheffer and
Stefan Wrobel},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Efficient co-regularised least squares regression},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {137--144},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143862},
doi = {10.1145/1143844.1143862},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BrefeldGSW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrefeldS06,
author = {Ulf Brefeld and
Tobias Scheffer},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Semi-supervised learning for structured output variables},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {145--152},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143863},
doi = {10.1145/1143844.1143863},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BrefeldS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/HakenbergBPBZFLS05,
author = {J{\"{o}}rg Hakenberg and
Steffen Bickel and
Conrad Plake and
Ulf Brefeld and
Hagen Zahn and
Lukas Faulstich and
Ulf Leser and
Tobias Scheffer},
title = {Systematic feature evaluation for gene name recognition},
journal = {{BMC} Bioinform.},
volume = {6},
number = {{S-1}},
year = {2005},
url = {https://doi.org/10.1186/1471-2105-6-S1-S9},
doi = {10.1186/1471-2105-6-S1-S9},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/HakenbergBPBZFLS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrefeldBS05,
author = {Ulf Brefeld and
Christoph B{\"{u}}scher and
Tobias Scheffer},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Multi-view Discriminative Sequential Learning},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {60--71},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_11},
doi = {10.1007/11564096\_11},
timestamp = {Wed, 24 Mar 2021 17:12:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/BrefeldBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BrefeldBS05,
author = {Ulf Brefeld and
Christoph B{\"{u}}scher and
Tobias Scheffer},
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 = {Multi-View Hidden Markov Perceptrons},
booktitle = {Lernen, Wissensentdeckung und Adaptivit{\"{a}}t {(LWA)} 2005,
{GI} Workshops, Saarbr{\"{u}}cken, October 10th-12th, 2005},
pages = {134--138},
publisher = {{DFKI}},
year = {2005},
timestamp = {Mon, 14 Nov 2005 13:40:03 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BrefeldBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/GeibelBW04,
author = {Peter Geibel and
Ulf Brefeld and
Fritz Wysotzki},
title = {Perceptron and {SVM} learning with generalized cost models},
journal = {Intell. Data Anal.},
volume = {8},
number = {5},
pages = {439--455},
year = {2004},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00180},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/GeibelBW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrefeldS04,
author = {Ulf Brefeld and
Tobias Scheffer},
editor = {Carla E. Brodley},
title = {Co-EM support vector learning},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015350},
doi = {10.1145/1015330.1015350},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BrefeldS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BrefeldBS04,
author = {Ulf Brefeld and
Steffen Bickel and
Tobias Scheffer},
editor = {Andreas Abecker and
Steffen Bickel and
Ulf Brefeld and
Isabel Drost and
Nicola Henze and
Olaf Herden and
Mirjam Minor and
Tobias Scheffer and
Ljiljana Stojanovic and
Stephan Weibelzahl},
title = {Multi-View Lernen},
booktitle = {{LWA} 2004: Lernen - Wissensentdeckung - Adaptivit{\"{a}}t, Berlin,
4. - 6. Oktober 2004, Workshopwoche der GI-Fachgruppen/Arbeitskreise
{(1)} Fachgruppe Adaptivit{\"{a}}t und Benutzermodellierung in
Interaktiven Softwaresystemen {(ABIS} 2004), {(2)} Arbeitskreis Knowledge
Discovery {(AKKD} 2004), {(3)} Fachgruppe Maschinelles Lernen {(FGML}
2004), {(4)} Fachgruppe Wissens- und Erfahrungsmanagement {(FGWM}
2004)},
pages = {131},
publisher = {Humbold-Universit{\"{a}}t Berlin},
year = {2004},
timestamp = {Tue, 15 Nov 2005 10:51:56 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BrefeldBS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/lwa/2004,
editor = {Andreas Abecker and
Steffen Bickel and
Ulf Brefeld and
Isabel Drost and
Nicola Henze and
Olaf Herden and
Mirjam Minor and
Tobias Scheffer and
Ljiljana Stojanovic and
Stephan Weibelzahl},
title = {{LWA} 2004: Lernen - Wissensentdeckung - Adaptivit{\"{a}}t, Berlin,
4. - 6. Oktober 2004, Workshopwoche der GI-Fachgruppen/Arbeitskreise
{(1)} Fachgruppe Adaptivit{\"{a}}t und Benutzermodellierung in
Interaktiven Softwaresystemen {(ABIS} 2004), {(2)} Arbeitskreis Knowledge
Discovery {(AKKD} 2004), {(3)} Fachgruppe Maschinelles Lernen {(FGML}
2004), {(4)} Fachgruppe Wissens- und Erfahrungsmanagement {(FGWM}
2004)},
publisher = {Humbold-Universit{\"{a}}t Berlin},
year = {2004},
timestamp = {Tue, 15 Nov 2005 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrefeldGW03,
author = {Ulf Brefeld and
Peter Geibel and
Fritz Wysotzki},
editor = {Nada Lavrac and
Dragan Gamberger and
Ljupco Todorovski and
Hendrik Blockeel},
title = {Support Vector Machines with Example Dependent Costs},
booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine
Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2837},
pages = {23--34},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39857-8\_5},
doi = {10.1007/978-3-540-39857-8\_5},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BrefeldGW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/GeibelBW03,
author = {Peter Geibel and
Ulf Brefeld and
Fritz Wysotzki},
editor = {Michael R. Berthold and
Hans{-}Joachim Lenz and
Elizabeth Bradley and
Rudolf Kruse and
Christian Borgelt},
title = {Learning Linear Classifiers Sensitive to Example Dependent and Noisy
Costs},
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 = {167--178},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45231-7\_16},
doi = {10.1007/978-3-540-45231-7\_16},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/GeibelBW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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