| Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
|---|---|---|---|---|---|
| Han, E. & Karypis, G. | Centroid-Based Document Classification: Analysis and Experimental Results. [BibTeX] |
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}
}
|
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| Koppel, M., Argamon, S. & Shimoni, A. | Automatically Categorizing Written Texts by Author Gender [BibTeX] |
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}
}
|
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| Lauser, B. & Hotho, A. | Automatic multi-label subject indexing in a multilingual environment [BibTeX] |
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}
}
|
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| Mathes, A. | Folksonomies - Cooperative Classification and Communication Through Shared Metadata [BibTeX] |
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}
}
|
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| McCallum, A. & Nigam, K. | A Comparison of Event Models for Naive Bayes Text Classification [BibTeX] |
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 [BibTeX] |
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. [BibTeX] |
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}
}
|
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| Sebastiani, F. | Machine learning in automated text categorization [BibTeX] |
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}
}
|
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| 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}
}
|
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| Yang, Y. & Liu, X. | A re-examination of text categorization methods [BibTeX] |
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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