<rdf:RDF xmlns:burst="http://xmlns.com/burst/0.1/" xmlns:admin="http://webns.net/mvcb/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:syn="http://purl.org/rss/1.0/modules/syndication/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:taxo="http://purl.org/rss/1.0/modules/taxonomy/" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:cc="http://web.resource.org/cc/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" xmlns:swrc="http://swrc.ontoware.org/ontology#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns="http://purl.org/rss/1.0/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"><channel rdf:about="http://www.bibsonomy.org/burst/user/jil/classification"><title>BibSonomy publications for /user/jil/classification</title><link>http://www.bibsonomy.org/burst/user/jil/classification</link><description>BibSonomy BuRST Feed for /user/jil/classification</description><dc:date>2008-07-21T01:16:20+02:00</dc:date><items><rdf:Seq><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2e46f97a70e986c33b1822d6a247dd1a5/jil"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2fa46d1cc0dd56ab40a7f722e569a1fd3/jil"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2fe08a13746874c95398df59bbfa85dca/jil"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2966f2760e840f6b325ad4b3167810dda/jil"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2074930c1bfcc4f73842fa57a8801a100/jil"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/28b298c325c6ecdb9c01e01057464ae2d/jil"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2c3aac84b0731d074f8923ab1fd6dc1f2/jil"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2c8a5440248ed5a6821ba2fd7dc3eef21/jil"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/245ae9616f7c7e480384d43cb2f6aec4d/jil"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2711d31d265daf4bb9c3453f8a87727c0/jil"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/214c1324528d8b10a4434c05a7446a7c7/jil"/></rdf:Seq></items></channel><item rdf:about="http://www.bibsonomy.org/bibtex/2e46f97a70e986c33b1822d6a247dd1a5/jil"><title>Centroid-Based Document Classification: Analysis and Experimental Results.</title><link>http://www.bibsonomy.org/bibtex/2e46f97a70e986c33b1822d6a247dd1a5/jil</link><dc:creator>jil</dc:creator><dc:date>2008-05-08T18:07:32+02:00</dc:date><dc:subject>cos tight classification classifier machine simple average klassifikation learning loose rocchio interpretation cosinus similarity </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Eui-Hong &lt;a href=&#034;http://www.bibsonomy.org/author/Han&#034;&gt;Han&lt;/a&gt;  and George &lt;a href=&#034;http://www.bibsonomy.org/author/Karypis&#034;&gt;Karypis&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;PKDD, &lt;/em&gt;&lt;em&gt;volume1910ofLecture Notes in Computer Science, &lt;/em&gt;&lt;em&gt;page424-431. &lt;/em&gt;&lt;em&gt;Springer, &lt;/em&gt;(&lt;em&gt;2000&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/cos"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tight"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/classification"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/classifier"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/machine"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/simple"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/average"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/klassifikation"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/learning"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/loose"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/rocchio"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/interpretation"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/cosinus"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/similarity"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2e46f97a70e986c33b1822d6a247dd1a5/jil"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2e46f97a70e986c33b1822d6a247dd1a5/jil"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://glaros.dtc.umn.edu/gkhome/fetch/papers/centroidPKDD00.pdf"/><swrc:date>Thu May 08 18:07:32 CEST 2008</swrc:date><swrc:booktitle>PKDD</swrc:booktitle><swrc:crossref>conf/pkdd/2000</swrc:crossref><swrc:pages>424-431</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Springer"/></swrc:publisher><swrc:series>Lecture Notes in Computer Science</swrc:series><swrc:title>Centroid-Based Document Classification: Analysis and Experimental Results.</swrc:title><swrc:volume>1910</swrc:volume><swrc:year>2000</swrc:year><swrc:keywords>cos tight classification classifier machine simple average klassifikation learning loose rocchio interpretation cosinus similarity </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://link.springer.de/link/service/series/0558/bibs/1910/19100424.htm" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="3-540-41066-X" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2002-07-22" swrc:key="date"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Eui-Hong Han"/></rdf:_1><rdf:_2><swrc:Person swrc:name="George Karypis"/></rdf:_2></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Djamel A. 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 &lt;/span&gt;(&lt;em&gt;1999&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/probabilistic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bayes"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/model"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/nativ"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/native"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/multilabel"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/probabilistisch"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/classification"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2c3aac84b0731d074f8923ab1fd6dc1f2/jil"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2c3aac84b0731d074f8923ab1fd6dc1f2/jil"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Misc"/><owl:sameAs rdf:resource="http://citeseer.ist.psu.edu/mccallum99multilabel.html"/><swrc:date>Sat Mar 29 06:22:40 CET 2008</swrc:date><swrc:title>Multi-Label Text Classification with a Mixture Model Trained by EM</swrc:title><swrc:year>1999</swrc:year><swrc:keywords>probabilistic bayes model nativ native multilabel probabilistisch classification </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Andrew Kachites McCallum"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2c8a5440248ed5a6821ba2fd7dc3eef21/jil"><title>Multi Label Classification: An Overview</title><link>http://www.bibsonomy.org/bibtex/2c8a5440248ed5a6821ba2fd7dc3eef21/jil</link><dc:creator>jil</dc:creator><dc:date>2008-03-29T06:05:00+01:00</dc:date><dc:subject>überblick overview multilabel classification all one übersicht vs </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;G. &lt;a href=&#034;http://www.bibsonomy.org/author/Tsoumakas&#034;&gt;Tsoumakas&lt;/a&gt;  and I. &lt;a href=&#034;http://www.bibsonomy.org/author/Katakis&#034;&gt;Katakis&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;International Journal of Data Warehousing and Mining&lt;/em&gt;&lt;em&gt;3(3):1--13&lt;/em&gt;(&lt;em&gt;2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/überblick"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/overview"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/multilabel"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/classification"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/all"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/one"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/übersicht"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/vs"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2c8a5440248ed5a6821ba2fd7dc3eef21/jil"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2c8a5440248ed5a6821ba2fd7dc3eef21/jil"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://mlkd.csd.auth.gr/publication_details.asp?publicationID=219"/><swrc:date>Sat Mar 29 06:05:00 CET 2008</swrc:date><swrc:journal>International Journal of Data Warehousing and Mining</swrc:journal><swrc:number>3</swrc:number><swrc:pages>1--13</swrc:pages><swrc:title>Multi Label Classification: An Overview</swrc:title><swrc:volume>3</swrc:volume><swrc:year>2007</swrc:year><swrc:keywords>überblick overview multilabel classification all one übersicht vs </swrc:keywords><swrc:abstract>Nowadays, multi-label classification methods are increasingly required by modern applications, such as protein function classification, music categorization and semantic scene classification. This paper introduces the task of multi-label classification, organizes the sparse related literature into a structured presentation and performs comparative experimental results of certain multi-label classification methods. It also contributes the definition of concepts for the quantification of the multi-label nature of a data set.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="1959068" swrc:key="id"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="0" swrc:key="priority"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="G. Tsoumakas"/></rdf:_1><rdf:_2><swrc:Person swrc:name="I. 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 and Yoram &lt;a href=&#034;http://www.bibsonomy.org/author/Singer&#034;&gt;Singer&lt;/a&gt;  and Amit &lt;a href=&#034;http://www.bibsonomy.org/author/Singhal&#034;&gt;Singhal&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval, &lt;/em&gt;&lt;em&gt;page215--223. &lt;/em&gt;&lt;em&gt;Melbourne, Australia, &lt;/em&gt;&lt;em&gt;ACM Press, New York, US, &lt;/em&gt;(&lt;em&gt;1998&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/shapire"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/klassifikator"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/rocchio"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/machine"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/classifier"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/classification"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/learning"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2711d31d265daf4bb9c3453f8a87727c0/jil"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2711d31d265daf4bb9c3453f8a87727c0/jil"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://singhal.info/rocboost.pdf"/><swrc:date>Wed Mar 05 04:01:42 CET 2008</swrc:date><swrc:address>Melbourne, Australia</swrc:address><swrc:booktitle>Proceedings of {SIGIR}-98, 21st {ACM} International Conference on
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