-
1
-
-
0032264186
-
Distributional clustering of words for text classification
-
L.D. BakerandA.K.McCallum, "Distributional Clustering of Words for Text Classification, " Proc. ACM SIGIR '98, pp. 96-103, 1998.
-
(1998)
Proc. ACM SIGIR '98
, pp. 96-103
-
-
Bakerand, A.K.1
Mccallum, L.D.2
-
2
-
-
77951430107
-
Distributional word clusters versus words for text categorization
-
R. Bekkerman, R. El-Yaniv, N. Tishby, and Y. Winter, "Distributional Word Clusters versus Words for Text Categorization, " J. Machine Learning Research, vol. 3, pp. 1182-1208, 2003.
-
(2003)
J. Machine Learning Research
, vol.3
, pp. 1182-1208
-
-
Bekkerman, R.1
El-Yaniv, R.2
Tishby, N.3
Winter, Y.4
-
3
-
-
8644236286
-
VIPS: A vision-based page segmentation algorithm
-
Seattle, Washington
-
D. Cai, S.-P. Yu, J.-R. Wen, and W.-Y. Ma, "VIPS: A Vision-Based Page Segmentation Algorithm, " Technical Report MSR-TR-2003- 79, Microsoft, Seattle, Washington, 2003.
-
(2003)
Technical Report MSR-TR-2003- 79, Microsoft
-
-
Cai, D.1
Yu, S.-P.2
Wen, J.-R.3
Ma, W.-Y.4
-
4
-
-
85029933081
-
Passage retrieval evidence in document retrieval
-
J.P. Callan, "Passage Retrieval Evidence in Document Retrieval, " Proc. ACM SIGIR '94, pp. 302-310, 1994.
-
(1994)
Proc. ACM SIGIR '94
, pp. 302-310
-
-
Callan, J.P.1
-
5
-
-
0242647875
-
A learner- independent evaluation of the usefulness of statistical phrases for automated text categorization
-
A.G. Chin, ed., Idea Group Publishing
-
M.F. Caropreso, S. Matwin, and F. Sebastiani, "A Learner- Independent Evaluation of the Usefulness of Statistical Phrases for Automated Text Categorization, " Text Databases and Document Management: Theory and Practice, A.G. Chin, ed., pp. 78-102, Idea Group Publishing, 2001.
-
(2001)
Text Databases and Document Management: Theory and Practice
, pp. 78-102
-
-
Caropreso, M.F.1
Matwin, S.2
Sebastiani, F.3
-
6
-
-
0031625423
-
Learning to extract symbolic knowledge from the world wide web
-
M. Craven, D. DiPasquo, D. Freitag, A.K. McCallum, T.M. Mitchell, K. Nigam, and S. Slattery, "Learning to Extract Symbolic Knowledge from the World Wide Web, " Proc. 15th Nat'l Conf. for Artificial Intelligence, pp. 509-516, 1998.
-
(1998)
Proc. 15th Nat'l Conf. for Artificial Intelligence
, pp. 509-516
-
-
Craven, M.1
Dipasquo, D.2
Freitag, D.3
Mccallum, A.K.4
Mitchell, T.M.5
Nigam, K.6
Slattery, S.7
-
8
-
-
0031361611
-
Machine learning research: Four current directions
-
T.G. Dietterich, "Machine Learning Research: Four Current Directions, " AI Magazine, vol. 18, no. 4, pp. 97-136, 1997.
-
(1997)
AI Magazine
, vol.18
, Issue.4
, pp. 97-136
-
-
Dietterich, T.G.1
-
9
-
-
85105809948
-
Inductive learning algorithms and representations for text categorization
-
S.T. Dumais, J.C. Platt, D. Heckerman, and M. Sahami, "Inductive Learning Algorithms and Representations for Text Categorization, " Proc. Seventh Int'l Conf. Information and Knowledge Management (CIKM '98), pp. 148-155, 1998.
-
(1998)
Proc. Seventh Int'l Conf. Information and Knowledge Management (CIKM '98)
, pp. 148-155
-
-
Dumais, S.T.1
Platt, J.C.2
Heckerman, D.3
Sahami, M.4
-
12
-
-
0011886331
-
A case study in using linguistic phrases for text categorization on the WWW
-
J. Fürnkranz, T. Mitchell, and E. Riloff, "A Case Study in Using Linguistic Phrases for Text Categorization on the WWW, " Proc. First AAAI Workshop Learning for Text Categorization, pp. 5-12, 1998.
-
(1998)
Proc. First AAAI Workshop Learning for Text Categorization
, pp. 5-12
-
-
Rnkranz, J.F.1
Mitchell, T.2
Riloff, E.3
-
13
-
-
84957069814
-
Text categorization with support vector machines: Learning with many relevant features
-
T. Joachims, "Text Categorization with Support Vector Machines: Learning with Many Relevant Features, " Proc. 10th European Conf. Machine Learning (ECML '98), pp. 137-142, 1998.
-
(1998)
Proc. 10th European Conf. Machine Learning (ECML '98)
, pp. 137-142
-
-
Joachims, T.1
-
14
-
-
3042796461
-
An evaluation of passage-based text categorization
-
J. Kim and M.H. Kim, "An Evaluation of Passage-Based Text Categorization, " J. Intelligent Information Systems, vol. 23, no. 1, pp. 47-65, 2004.
-
(2004)
J. Intelligent Information Systems
, vol.23
, Issue.1
, pp. 47-65
-
-
Kim, J.1
Kim, M.H.2
-
15
-
-
0344927122
-
Improving text categorization using the importance of sentences
-
Y. Ko, J. Park, and J. Seo, "Improving Text Categorization Using the Importance of Sentences, " Information Processing and Management, vol. 40, no. 1, pp. 65-79, 2004.
-
(2004)
Information Processing and Management
, vol.40
, Issue.1
, pp. 65-79
-
-
Ko, Y.1
Park, J.2
Seo, J.3
-
16
-
-
33745968931
-
A comparative study on term weighting schemes for text categorization
-
M. Lan, S.Y. Sung, H.B. Low, and C.L. Tan, "A Comparative Study on Term Weighting Schemes for Text Categorization, " Proc. Int'l Joint Conf. Neural Networks (IJCNN '05), pp. 546-551, 2005.
-
(2005)
Proc. Int'l Joint Conf. Neural Networks (IJCNN '05)
, pp. 546-551
-
-
Lan, M.1
Sung, S.Y.2
Low, H.B.3
Tan, C.L.4
-
18
-
-
0036161242
-
Text categorization with support vector machines: How to represent text in input space?
-
E. Leopold and J. Kingermann, "Text Categorization with Support Vector Machines: How to Represent Text in Input Space?" Machine Learning, vol. 46, nos. 1-3, pp. 423-444, 2002.
-
(2002)
Machine Learning
, vol.46
, Issue.1-3
, pp. 423-444
-
-
Leopold, E.1
Kingermann, J.2
-
20
-
-
0027001621
-
An evaluation of phrasal and clustered representations on a text categorization task
-
D.D. Lewis, "An Evaluation of Phrasal and Clustered Representations on a Text Categorization Task, " Proc. ACM SIGIR '92, pp. 37-50, 1992.
-
(1992)
Proc. ACM SIGIR '92
, pp. 37-50
-
-
Lewis, D.D.1
-
21
-
-
1942516915
-
A loss function analysis for classification methods in text categorization
-
F. Li and Y. Yang, "A Loss Function Analysis for Classification Methods in Text Categorization, " Proc. 20th Int'l Conf. Machine Learning (ICML '03), pp. 472-479, 2003.
-
(2003)
Proc. 20th Int'l Conf. Machine Learning (ICML '03)
, pp. 472-479
-
-
Li, F.1
Yang, Y.2
-
24
-
-
0031630992
-
Learning to classify text from labeled and unlabeled documents
-
K. Nigam, A.K. McCallum, S. Thrun, and T.M. Mitchell, "Learning to Classify Text from Labeled and Unlabeled Documents, " Proc. 15th Nat'l Conf. for Artificial Intelligence, pp. 792-799, 1998.
-
(1998)
Proc. 15th Nat'l Conf. for Artificial Intelligence
, pp. 792-799
-
-
Nigam, K.1
Mccallum, A.K.2
Thrun, S.3
Mitchell, T.M.4
-
25
-
-
84948187054
-
Second order features for maximising text classification performance
-
B. Raskutti, H. Ferra, and A. Kowalczyk, "Second Order Features for Maximising Text Classification Performance, " Proc. 12th European Conf. Machine Learning (ECML '01), pp. 419-430, 2001.
-
(2001)
Proc. 12th European Conf. Machine Learning (ECML '01)
, pp. 419-430
-
-
Raskutti, B.1
Ferra, H.2
Kowalczyk, A.3
-
26
-
-
1942484786
-
Tackling the poor assumptions of naive bayes text classifiers
-
J. Rennie, L. Shih, J. Teevan, and D. Karger, "Tackling the Poor Assumptions of Naive Bayes Text Classifiers, " Proc. 20th Int'l Conf. Machine Learning (ICML '03), pp. 616-623, 2003.
-
(2003)
Proc. 20th Int'l Conf. Machine Learning (ICML '03)
, pp. 616-623
-
-
Rennie, J.1
Shih, L.2
Teevan, J.3
Karger, D.4
-
28
-
-
0033905095
-
Boostexter: A boosting-based system for text categorization
-
R.E. Schapire and Y. Singer, "Boostexter: A Boosting-Based System for Text Categorization, " Machine Learning, vol. 39, nos. 2/3, pp. 135-168, 2000.
-
(2000)
Machine Learning
, vol.39
, Issue.2-3
, pp. 135-168
-
-
Schapire, R.E.1
Singer, Y.2
-
30
-
-
0002442796
-
Machine learning in automated text categorization
-
F. Sebastiani, "Machine Learning in Automated Text Categorization, " ACM Computing Surveys, vol. 34, no. 1, pp. 1-47, 2002.
-
(2002)
ACM Computing Surveys
, vol.34
, Issue.1
, pp. 1-47
-
-
Sebastiani, F.1
-
34
-
-
0034785186
-
A study on thresholding strategies for text categorization
-
Y. Yang, "A Study on Thresholding Strategies for Text Categorization, " Proc. ACM SIGIR '01, pp. 137-145, 2001.
-
(2001)
Proc. ACM SIGIR '01
, pp. 137-145
-
-
Yang, Y.1
-
35
-
-
85024373635
-
A re-examination of text categorization methods
-
Y. Yang and X. Liu, "A Re-Examination of Text Categorization Methods, " Proc. ACM SIGIR '99, pp. 42-49, 1999.
-
(1999)
Proc. ACM SIGIR '99
, pp. 42-49
-
-
Yang, Y.1
Liu, X.2
|