@inproceedings{han2000rocchio, title = {Centroid-Based Document Classification: Analysis and Experimental Results.}, author = {Eui-Hong Han and George Karypis}, booktitle = {PKDD}, crossref = {conf/pkdd/2000}, editor = {Djamel A. Zighed and Henryk Jan Komorowski and Jan M. Zytkow}, pages = {424-431}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, volume = 1910, year = 2000, url = {http://glaros.dtc.umn.edu/gkhome/fetch/papers/centroidPKDD00.pdf}, ee = {http://link.springer.de/link/service/series/0558/bibs/1910/19100424.htm}, isbn = {3-540-41066-X}, date = {2002-07-22}, biburl = {http://www.bibsonomy.org/bibtex/2e46f97a70e986c33b1822d6a247dd1a5/jil}, keywords = {average classification classifier cos cosinus interpretation klassifikation learning loose machine rocchio similarity simple tight} } @inproceedings{mccallum1998naive, title = {A Comparison of Event Models for Naive {B}ayes Text Classification}, author = {Andrew McCallum and Kamal Nigam}, booktitle = {Learning for Text Categorization: Papers from the 1998 {AAAI} Workshop }, pages = {41--48}, year = 1998, url = {http://www.kamalnigam.com/papers/multinomial-aaaiws98.pdf}, biburl = {http://www.bibsonomy.org/bibtex/2fa46d1cc0dd56ab40a7f722e569a1fd3/jil}, keywords = {bayes bernoulli classification ereignis event model multinomial naive text vergleich} } @inproceedings{yang1999, title = {A re-examination of text categorization methods}, address = {New York, NY, USA}, author = {Yiming Yang and Xin Liu}, booktitle = {SIGIR '99: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval}, pages = {42--49}, publisher = {ACM Press}, year = 1999, url = {http://portal.acm.org/citation.cfm?coll=GUIDE&dl=GUIDE&id=312647}, location = {Berkeley, California, United States}, isbn = {1-58113-096-1}, doi = {http://doi.acm.org/10.1145/312624.312647}, biburl = {http://www.bibsonomy.org/bibtex/2fe08a13746874c95398df59bbfa85dca/jil}, keywords = {categorization classification evaluation text vergleich yang} } @article{sebastiani2002, title = {Machine learning in automated text categorization}, author = {F. Sebastiani}, editor = { http://arxiv.org/pdf/cs.IR/0110053.pdf}, journal = {ACM Computing Surveys}, number = 1, pages = {1--47}, volume = 34, year = 2002, url = {http://nmis.isti.cnr.it/sebastiani/Publications/ACMCS02.pdf}, address = {--Dordrecht--London}, biburl = {http://www.bibsonomy.org/bibtex/2966f2760e840f6b325ad4b3167810dda/jil}, keywords = {algorithmen categorization classification kdd klassifikation learning machine sebastiani text vergleich} } @misc{koppel03automatically, title = {Automatically Categorizing Written Texts by Author Gender}, author = {M. Koppel and S. Argamon and A. Shimoni}, year = 2003, url = {http://citeseer.ist.psu.edu/koppel03automatically}, biburl = {http://www.bibsonomy.org/bibtex/2074930c1bfcc4f73842fa57a8801a100/jil}, keywords = {classification gender geschlecht klassifikation text} } @inproceedings{lauser03, title = {Automatic multi-label subject indexing in a multilingual environment}, author = {Boris Lauser and Andreas Hotho}, booktitle = {Proc. of the 7th European Conference in Research and Advanced Technology for Digital Libraries, ECDL 2003}, pages = {140-151}, publisher = {Springer}, series = {LNCS}, volume = 2769, year = 2003, url = {http://citeseer.ist.psu.edu/lauser03automatic.html}, biburl = {http://www.bibsonomy.org/bibtex/28b298c325c6ecdb9c01e01057464ae2d/jil}, keywords = {classification hotho multilabel svm} } @misc{mccallum-multilabel, title = {Multi-Label Text Classification with a Mixture Model Trained by EM}, author = {Andrew Kachites McCallum}, year = 1999, url = {http://citeseer.ist.psu.edu/mccallum99multilabel.html}, description = {Multi-Label Text Classification with a Mixture Model Trained by EM (ResearchIndex)}, biburl = {http://www.bibsonomy.org/bibtex/2c3aac84b0731d074f8923ab1fd6dc1f2/jil}, keywords = {bayes classification model multilabel nativ native probabilistic probabilistisch} } @article{Tsoumakas2007, title = {Multi Label Classification: An Overview}, author = {G. Tsoumakas and I. Katakis}, editor = {David Taniar}, journal = {International Journal of Data Warehousing and Mining}, number = 3, pages = {1--13}, volume = 3, year = 2007, url = {http://mlkd.csd.auth.gr/publication_details.asp?publicationID=219}, id = {1959068}, priority = {0}, 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.}, biburl = {http://www.bibsonomy.org/bibtex/2c8a5440248ed5a6821ba2fd7dc3eef21/jil}, keywords = {all classification multilabel one overview vs überblick übersicht} } @misc{mathes2004, title = {Folksonomies - Cooperative Classification and Communication Through Shared Metadata}, author = {Adam Mathes}, howpublished = {online}, publisher = {http://www.adammathes.com/academic/computer-mediated-communication/folksonomies.pdf}, year = 2004, url = {http://www.adammathes.com/academic/computer-mediated-communication/folksonomies.html}, id = {90413}, priority = {0}, biburl = {http://www.bibsonomy.org/bibtex/245ae9616f7c7e480384d43cb2f6aec4d/jil}, keywords = {categorization classification communication cons core difference dublin expert folksonomy metadata pros tag unterschied} } @inproceedings{schapire98rocchio, title = {Boosting and Rocchio applied to text filtering.}, address = {Melbourne, Australia}, author = {Robert E. Schapire and Yoram Singer and Amit Singhal}, booktitle = {Proceedings of {SIGIR}-98, 21st {ACM} International Conference on Research and Development in Information Retrieval}, pages = {215--223}, publisher = {ACM Press, New York, US}, year = 1998, url = {http://singhal.info/rocboost.pdf}, biburl = {http://www.bibsonomy.org/bibtex/2711d31d265daf4bb9c3453f8a87727c0/jil}, keywords = {classification classifier klassifikator learning machine rocchio shapire} }