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License: Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported license (CC BY-NC-ND 3.0)
When quoting this document, please refer to the following
DOI: 10.4230/DagRep.1.5.61
URN: urn:nbn:de:0030-drops-32077
URL: http://dagstuhl.sunsite.rwth-aachen.de/volltexte/2011/3207/
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De Raedt, Luc ; Nijssen, Siegfried ; O'Sullivan, Barry ; Van Hentenryck, Pascal
Weitere Beteiligte (Hrsg. etc.): Luc De Raedt and Siegfried Nijssen and Barry O'Sullivan and Pascal Van Hentenryck

Constraint Programming meets Machine Learning and Data Mining (Dagstuhl Seminar 11201)

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dagrep_v001_i005_p061_s11201.pdf (1.0 MB)

Abstract

This report documents the programme and the outcomes of Dagstuhl Seminar 11201 "Constraint Programming meets Machine Learning and Data Mining". Our starting point in this seminar was that machine learning and data mining have developed largely independently from constraint programming till now, but that it is increasingly becoming clear that there are many opportunities for interactions between these areas: on the one hand, data mining and machine learning can be used to improve constraint solving; on the other hand, constraint solving can be used in data mining in machine learning. This seminar brought together prominent researchers from both communities to discuss these opportunities.

BibTeX - Entry

@Article{deraedt_et_al:DR:2011:3207,
  author =	{Luc De Raedt and Siegfried Nijssen and Barry O'Sullivan and Pascal Van Hentenryck},
  title =	{{Constraint Programming meets Machine Learning and Data Mining (Dagstuhl Seminar 11201)}},
  pages =	{61--83},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2011},
  volume =	{1},
  number =	{5},
  editor =	{Luc De Raedt and Siegfried Nijssen and Barry O'Sullivan and Pascal Van Hentenryck},
  publisher =	{Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{http://drops.dagstuhl.de/opus/volltexte/2011/3207},
  URN =		{urn:nbn:de:0030-drops-32077},
  doi =		{10.4230/DagRep.1.5.61},
  annote =	{Keywords: Machine learning, data mining, constraint programming, constraints}
}

Keywords: Machine learning, data mining, constraint programming, constraints
Collection: Dagstuhl Reports, Volume 1, Issue 5
Issue Date: 2011
Date of publication: 13.09.2011

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