Text Classification
Text classification (text categorization; TC; 文書分類)
に関するメモ
(論文のリストなど)。
Papers on text classification (TC)
-
Soumen Chakrabarti, Shourya Roy, and Mahesh V. Soundalgekar.
2003.
Fast and accurate text classification via multiple linear discriminant projections.
[pdf]
-
Manabu Sassano. 2003. "Virtual Examples for Text Classification with Support Vector Machines," In Proc. of 2003 Conference on Empirical Methods in Natural Language Processing (EMNLP 2003), pp. 208-215.
[pdf]
-
Fabrizio Sebastiani.
2002.
Machine learning in automated text categorization.
ACM Computing Surveys, 34(1):1-47.
[pdf]
-
Sarah Zelikovitz and Haym Hirsh.
2001.
Improving Text Classification with LSI Using Background Knowledge.
IJCAI01 Workshop Notes on Text Learning Beyond Supervision.
[ps]
-
Kamal Nigam, Andrew McCallum, Sebastian Thrun and Tom Mitchell.
2000.
Text Classification from Labeled and Unlabeled Documents using EM.
Machine Learning, 39(2/3). pp. 103-134.
[pdf]
-
Greg Schohn and
David Cohn.
2000.
Less is More: Active Learning with Support Vector Machines.
In Proc. of ICML-2000,
pp. 839-846.
[ps]
-
Thorsten Joachims.
1999.
Transductive Inference for Text Classification using Support Vector Machines.
In Proc. of ICML-1999.
[pdf]
-
Kamal Nigam, John Lafferty and Andrew McCallum.
1999.
Using Maximum Entropy for Text Classification. In IJCAI-99 Workshop on Machine Learning for Information Filtering, pp. 61-67.
[pdf]
-
S. T. Dumais, J. Platt, D. Heckerman and M. Sahami.
1998.
Inductive learning algorithms and representations for text categorization.
In Proceedings of ACM-CIKM98, Nov. 1998, pp. 148-155.
[pdf]
-
Thorsten Joachims.
1998.
Text Categorization with Support Vector Machines: Learning with Many Relevant Features.
In Proc. ECML-1998.
[pdf]
-
David D. Lewis and William A. Gale.
1994.
A Sequential Algorithm for Training Text Classifiers.
In Proc. of the Seventeenth Annual International
ACM-SIGIR Conference on Research and Development in Information
Retrieval,
pp. 3-12.
[ps]
-
...
-
平 博順, 春野 雅彦.
2002.
トランスダクティブ・ブースティング法によるテキスト分類.
情報処理学会論文誌 43(6), 1843-1851, 2002-06-15.
CiNii
Books on text classification
text classification (文書分類) に関係する書籍。
データ (Data)
関連するページ
関連するメモ
Home
|
Sitemap
|
Notes
|
Search
Last modified: $Date: 2022/04/27 14:56:20 $
(UTC)
Since: 05/08/2011
MEMO-0074