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AuthorTitleYearJournal/ProceedingsReftypeDOI/URL
Han, E. & Karypis, G. Centroid-Based Document Classification: Analysis and Experimental Results. 2000 PKDD   inproceedings URL  
BibTeX:
@inproceedings{han2000rocchio,
  author = {Eui-Hong Han and George Karypis},
  title = {Centroid-Based Document Classification: Analysis and Experimental Results.},
  booktitle = {PKDD},
  publisher = {Springer},
  year = {2000},
  volume = {1910},
  pages = {424-431},
  url = {http://glaros.dtc.umn.edu/gkhome/fetch/papers/centroidPKDD00.pdf}
}
Koppel, M., Argamon, S. & Shimoni, A. Automatically Categorizing Written Texts by Author Gender 2003   misc URL  
BibTeX:
@misc{koppel03automatically,
  author = {M. Koppel and S. Argamon and A. Shimoni},
  title = {Automatically Categorizing Written Texts by Author Gender},
  year = {2003},
  url = {http://citeseer.ist.psu.edu/koppel03automatically}
}
Lauser, B. & Hotho, A. Automatic multi-label subject indexing in a multilingual environment 2003 Proc. of the 7th European Conference in Research and Advanced Technology for Digital Libraries, ECDL 2003   inproceedings URL  
BibTeX:
@inproceedings{lauser03,
  author = {Boris Lauser and Andreas Hotho},
  title = {Automatic multi-label subject indexing in a multilingual environment},
  booktitle = {Proc. of the 7th European Conference in Research and Advanced Technology for Digital Libraries, ECDL 2003},
  publisher = {Springer},
  year = {2003},
  volume = {2769},
  pages = {140-151},
  url = {http://citeseer.ist.psu.edu/lauser03automatic.html}
}
Mathes, A. Folksonomies - Cooperative Classification and Communication Through Shared Metadata 2004   misc URL  
BibTeX:
@misc{mathes2004,
  author = {Adam Mathes},
  title = {Folksonomies - Cooperative Classification and Communication Through Shared Metadata},
  publisher = {http://www.adammathes.com/academic/computer-mediated-communication/folksonomies.pdf},
  year = {2004},
  url = {http://www.adammathes.com/academic/computer-mediated-communication/folksonomies.html}
}
McCallum, A. & Nigam, K. A Comparison of Event Models for Naive Bayes Text Classification 1998 Learning for Text Categorization: Papers from the 1998 AAAI Workshop   inproceedings URL  
BibTeX:
@inproceedings{mccallum1998naive,
  author = {Andrew McCallum and Kamal Nigam},
  title = {A Comparison of Event Models for Naive {B}ayes Text Classification},
  booktitle = {Learning for Text Categorization: Papers from the 1998 {AAAI} Workshop },
  year = {1998},
  pages = {41--48},
  url = {http://www.kamalnigam.com/papers/multinomial-aaaiws98.pdf}
}
McCallum, A. K. Multi-Label Text Classification with a Mixture Model Trained by EM 1999   misc URL  
BibTeX:
@misc{mccallum-multilabel,
  author = {Andrew Kachites McCallum},
  title = {Multi-Label Text Classification with a Mixture Model Trained by EM},
  year = {1999},
  url = {http://citeseer.ist.psu.edu/mccallum99multilabel.html}
}
Schapire, R. E., Singer, Y. & Singhal, A. Boosting and Rocchio applied to text filtering. 1998 Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval   inproceedings URL  
BibTeX:
@inproceedings{schapire98rocchio,
  author = {Robert E. Schapire and Yoram Singer and Amit Singhal},
  title = {Boosting and Rocchio applied to text filtering.},
  booktitle = {Proceedings of {SIGIR}-98, 21st {ACM} International Conference on Research and Development in Information Retrieval},
  publisher = {ACM Press, New York, US},
  year = {1998},
  pages = {215--223},
  url = {http://singhal.info/rocboost.pdf}
}
Sebastiani, F. Machine learning in automated text categorization 2002 ACM Computing Surveys   article URL  
BibTeX:
@article{sebastiani2002,
  author = {F. Sebastiani},
  title = {Machine learning in automated text categorization},
  journal = {ACM Computing Surveys},
  year = {2002},
  volume = {34},
  number = {1},
  pages = {1--47},
  url = {http://nmis.isti.cnr.it/sebastiani/Publications/ACMCS02.pdf}
}
Tsoumakas, G. & Katakis, I. Multi Label Classification: An Overview 2007 International Journal of Data Warehousing and Mining   article URL  
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.
BibTeX:
@article{Tsoumakas2007,
  author = {G. Tsoumakas and I. Katakis},
  title = {Multi Label Classification: An Overview},
  journal = {International Journal of Data Warehousing and Mining},
  year = {2007},
  volume = {3},
  number = {3},
  pages = {1--13},
  url = {http://mlkd.csd.auth.gr/publication_details.asp?publicationID=219}
}
Yang, Y. & Liu, X. A re-examination of text categorization methods 1999 SIGIR '99: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval   inproceedings DOIURL  
BibTeX:
@inproceedings{yang1999,
  author = {Yiming Yang and Xin Liu},
  title = {A re-examination of text categorization methods},
  booktitle = {SIGIR '99: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval},
  publisher = {ACM Press},
  year = {1999},
  pages = {42--49},
  url = {http://portal.acm.org/citation.cfm?coll=GUIDE&dl=GUIDE&id=312647},
  doi = {http://doi.acm.org/10.1145/312624.312647}
}

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