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Documents authored by Berthold, Michael R.

Document
DOI: 10.4230/DagSemProc.07181.1
07181 Abstracts Collection – Parallel Universes and Local Patterns

Authors: Michael R. Berthold, Katharina Morik, and Arno Siebes

Published in: Dagstuhl Seminar Proceedings, Volume 7181, Parallel Universes and Local Patterns (2007)

Abstract
From 1 May 2007 to 4 May 2007 the Dagstuhl Seminar 07181 ``Parallel Universes and Local Patterns'' was held in the International Conference and Research Center (IBFI), Schloss Dagstuhl. During the seminar, several participants presented their current research, and ongoing work and open problems were discussed. Abstracts of the presentations given during the seminar as well as abstracts of seminar results and ideas are put together in this paper. The first section describes the seminar topics and goals in general. Links to extended abstracts or full papers are provided, if available.
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Michael R. Berthold, Katharina Morik, and Arno Siebes. 07181 Abstracts Collection – Parallel Universes and Local Patterns. In Parallel Universes and Local Patterns. Dagstuhl Seminar Proceedings, Volume 7181, pp. 1-15, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)

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@InProceedings{berthold_et_al:DagSemProc.07181.1,
  author =	{Berthold, Michael R. and Morik, Katharina and Siebes, Arno},
  title =	{{07181 Abstracts Collection – Parallel Universes and Local Patterns }},
  booktitle =	{Parallel Universes and Local Patterns},
  pages =	{1--15},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2007},
  volume =	{7181},
  editor =	{Michael R. Berthold and Katharina Morik and Arno Siebes},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07181.1},
  URN =		{urn:nbn:de:0030-drops-12662},
  doi =		{10.4230/DagSemProc.07181.1},
  annote =	{Keywords: Local Patterns, Global Models, Parallel Universes, Descriptor Spaces}
}
Document
DOI: 10.4230/DagSemProc.07181.2
07181 Introduction – Parallel Universes and Local Patterns

Authors: Michael R. Berthold, Katharina Morik, and Arno Siebes

Published in: Dagstuhl Seminar Proceedings, Volume 7181, Parallel Universes and Local Patterns (2007)

Abstract
Learning in parallel universes and the mining for local patterns are both relatively new fields of research. Local pattern detection addresses the problem of identifying (small) deviations from an overall distribution of some underlying data in some feature space. Learning in parallel universes on the other hand, deals with the analysis of objects, which are given in different feature spaces, i.e.\ parallel universes; and the aim is on finding groups of objects, which show ``interesting'' behavior in some of these universes. So, while local patterns describe interesting properties of a subset of the overall space or set of objects, learning in parallel universes also aims at finding interesting patterns across different feature spaces or object descriptions. Dagstuhl Seminar~07181 on Parallel Universes and Local Patterns held in May 2007 brought together researchers with different backgrounds to discuss latest advances in both fields and to draw connections between the two.
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Michael R. Berthold, Katharina Morik, and Arno Siebes. 07181 Introduction – Parallel Universes and Local Patterns. In Parallel Universes and Local Patterns. Dagstuhl Seminar Proceedings, Volume 7181, pp. 1-4, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)

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@InProceedings{berthold_et_al:DagSemProc.07181.2,
  author =	{Berthold, Michael R. and Morik, Katharina and Siebes, Arno},
  title =	{{07181 Introduction – Parallel Universes and Local Patterns }},
  booktitle =	{Parallel Universes and Local Patterns},
  pages =	{1--4},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2007},
  volume =	{7181},
  editor =	{Michael R. Berthold and Katharina Morik and Arno Siebes},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07181.2},
  URN =		{urn:nbn:de:0030-drops-12655},
  doi =		{10.4230/DagSemProc.07181.2},
  annote =	{Keywords: Local Patterns, Global Models, Parallel Universes, Descriptor Spaces}
}
Document
DOI: 10.4230/DagSemProc.07181.4
Learning in Parallel Universes

Authors: Michael R. Berthold and Bernd Wiswedel

Published in: Dagstuhl Seminar Proceedings, Volume 7181, Parallel Universes and Local Patterns (2007)

Abstract
This abstract summarizes a brief, preliminary formalization of learning in parallel universes. It also attempts to highlight a few neighboring learning paradigms to illustrate how parallel learning fits into the greater picture.
Cite as

Michael R. Berthold and Bernd Wiswedel. Learning in Parallel Universes. In Parallel Universes and Local Patterns. Dagstuhl Seminar Proceedings, Volume 7181, pp. 1-3, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)

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@InProceedings{berthold_et_al:DagSemProc.07181.4,
  author =	{Berthold, Michael R. and Wiswedel, Bernd},
  title =	{{Learning in Parallel Universes}},
  booktitle =	{Parallel Universes and Local Patterns},
  pages =	{1--3},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2007},
  volume =	{7181},
  editor =	{Michael R. Berthold and Katharina Morik and Arno Siebes},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07181.4},
  URN =		{urn:nbn:de:0030-drops-12586},
  doi =		{10.4230/DagSemProc.07181.4},
  annote =	{Keywords: Parallel universes}
}
Document
DOI: 10.4230/DagSemRep.283
Intelligent Data Analysis (Dagstuhl Seminar 00331)

Authors: Michael R. Berthold, Rudolf Kruse, Xiahui Liu, and Helen Szczerbicka

Published in: Dagstuhl Seminar Reports. Dagstuhl Seminar Reports, Volume 1 (2021)

Abstract
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Michael R. Berthold, Rudolf Kruse, Xiahui Liu, and Helen Szczerbicka. Intelligent Data Analysis (Dagstuhl Seminar 00331). Dagstuhl Seminar Report 283, pp. 1-24, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2001)

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@TechReport{berthold_et_al:DagSemRep.283,
  author =	{Berthold, Michael R. and Kruse, Rudolf and Liu, Xiahui and Szczerbicka, Helen},
  title =	{{Intelligent Data Analysis (Dagstuhl Seminar 00331)}},
  pages =	{1--24},
  ISSN =	{1619-0203},
  year =	{2001},
  type = 	{Dagstuhl Seminar Report},
  number =	{283},
  institution =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemRep.283},
  URN =		{urn:nbn:de:0030-drops-151678},
  doi =		{10.4230/DagSemRep.283},
}
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