-
1
-
-
0016355478
-
A new look at statistical model identification
-
Akaike, H. 1974. A new look at statistical model identification. IEEE Transactions on Automatic Control 19:716-723.
-
(1974)
IEEE Transactions on Automatic Control
, vol.19
, pp. 716-723
-
-
Akaike, H.1
-
2
-
-
0032264186
-
Distributional clustering of words for text classification
-
ACM Press
-
Baker, L. D., and McCallum, A. K. 1998. Distributional clustering of words for text classification. In Proc. of ACM SIGIR, 96-103. ACM Press.
-
(1998)
Proc. of ACM SIGIR
, pp. 96-103
-
-
Baker, L.D.1
McCallum, A.K.2
-
3
-
-
77951430107
-
Distributional word clusters vs words for text categorization
-
Bekkerman, R.; El-Yaniv, R.; Tishby, N.; and Winter, Y. 2003. Distributional word clusters vs. words for text categorization. Journal of Machine Learning Res. 3:1183-1208.
-
(2003)
Journal of Machine Learning Res.
, vol.3
, pp. 1183-1208
-
-
Bekkerman, R.1
El-Yaniv, R.2
Tishby, N.3
Winter, Y.4
-
8
-
-
84989525001
-
Indexing by latent semantic analysis
-
Deerwester, S.; Dumais, S. T.; Furnas, G. W.; Landauer, T. K.; and Harshman, R. 1990. Indexing by latent semantic analysis. Journal of the American Soc. for Inf. Science 41(6):391-407.
-
(1990)
Journal of the American Soc. for Inf. Science
, vol.41
, Issue.6
, pp. 391-407
-
-
Deerwester, S.1
Dumais, S.T.2
Furnas, G.W.3
Landauer, T.K.4
Harshman, R.5
-
9
-
-
84942916008
-
Using feature hierarchies in bayesian network learning
-
desJardins, M.; Getoor, L.; and Koller, D. 2000. Using feature hierarchies in bayesian network learning. In Proc. of SARA '02, 260-270.
-
(2000)
Proc. of SARA ' 02
, pp. 260-270
-
-
Desjardins, M.1
Getoor, L.2
Koller, D.3
-
10
-
-
0000259511
-
Approximate statistical tests for comparing supervised classification learning algorithms
-
Dietterich, T. G. 1998. Approximate statistical tests for comparing supervised classification learning algorithms. Neural Computation 10:1895-1923.
-
(1998)
Neural Computation
, vol.10
, pp. 1895-1923
-
-
Dietterich, T.G.1
-
12
-
-
33645690579
-
Fast binary feature selection with conditional mutual information
-
Fleuret, F. 2004. Fast binary feature selection with conditional mutual information. J. Mach. Learn. Res. 5:1531-1555.
-
(2004)
J. Mach. Learn. Res.
, vol.5
, pp. 1531-1555
-
-
Fleuret, F.1
-
14
-
-
33745561205
-
An introduction to variable and feature selection
-
Guyon, I., and Elisseeff, A. 2003. An introduction to variable and feature selection. J. Mach. Learn. Res. 3:1157-1182.
-
(2003)
J. Mach. Learn. Res.
, vol.3
, pp. 1157-1182
-
-
Guyon, I.1
Elisseeff, A.2
-
17
-
-
33745803266
-
Multinomial event model based abstraction for sequence and text classification
-
Kang, D.-K.; Zhang, J.; Silvescu, A.; and Honavar, V. 2005. Multinomial event model based abstraction for sequence and text classification. In Proc. of SARA '05.
-
(2005)
Proc. of SARA '05
-
-
Kang, D.-K.1
Zhang, J.2
Silvescu, A.3
Honavar, V.4
-
18
-
-
79957489009
-
DiscLDA: Discriminative learning for dimensionality reduction and classification
-
Lacoste-Julien, S.; Sha, F.; and Jordan, M. I. 2009. DiscLDA: Discriminative learning for dimensionality reduction and classification. In Proc. of NIPS, volume 21.
-
(2009)
Proc. of NIPS
, vol.21
-
-
Lacoste-Julien, S.1
Sha, F.2
Jordan, M.I.3
-
19
-
-
0025952277
-
Divergence measures based on the shannon entropy
-
Lin, J. 1991. Divergence measures based on the shannon entropy. IEEE Trans. on Information theory 37:145-151.
-
(1991)
IEEE Trans. on Information Theory
, vol.37
, pp. 145-151
-
-
Lin, J.1
-
21
-
-
0000806922
-
Automating the contruction of internet portals with machine learning
-
McCallum, A.; Nigam, K.; Rennie, J.; and Seymore, K. 2000. Automating the contruction of internet portals with machine learning. Information Retrieval Journal 3:127-163.
-
(2000)
Information Retrieval Journal
, vol.3
, pp. 127-163
-
-
McCallum, A.1
Nigam, K.2
Rennie, J.3
Seymore, K.4
-
23
-
-
85123966307
-
Distributional clustering of english words
-
Pereira, F.; Tishby, N.; and Lee, L. 1993. Distributional clustering of english words. In Proc. of ACL, 183-190.
-
(1993)
Proc. of ACL
, pp. 183-190
-
-
Pereira, F.1
Tishby, N.2
Lee, L.3
-
24
-
-
0000120766
-
Estimating the dimension of a model
-
Schwarz, G. 1978. Estimating the dimension of a model. Annals of Statistics 6:461-464.
-
(1978)
Annals of Statistics
, vol.6
, pp. 461-464
-
-
Schwarz, G.1
-
25
-
-
77951191376
-
Combining super-structuring and abstraction on sequence classification
-
Silvescu, A.; Caragea, C.; and Honavar, V. 2009. Combining super-structuring and abstraction on sequence classification. In Proc. of ICDM '09, 986-991.
-
(2009)
Proc. of ICDM '09
, pp. 986-991
-
-
Silvescu, A.1
Caragea, C.2
Honavar, V.3
-
26
-
-
84899004693
-
Agglomerative information bottleneck
-
MIT Press
-
Slonim, N., and Tishby, N. 1999. Agglomerative information bottleneck. In Proc. of NIPS-12, 617-623. MIT Press.
-
(1999)
Proc. of NIPS-12
, pp. 617-623
-
-
Slonim, N.1
Tishby, N.2
-
29
-
-
0001808038
-
The information bottleneck method
-
Invited paper to
-
Tishby, N.; Pereira, F. C.; and Bialek,W. 1999. The information bottleneck method. In Invited paper to The 37th Conf. on Communication, Control, and Computing, 368-377.
-
(1999)
The 37th Conf. on Communication, Control, and Computing
, pp. 368-377
-
-
Tishby, N.1
Pereira, F.C.2
Bialek, W.3
-
32
-
-
33750327222
-
Lda-based document models for ad-hoc retrieval
-
Wei, X., and Croft, W. 2009. Lda-based document models for ad-hoc retrieval. In Proc. of ACM SIGIR, 178-185.
-
(2009)
Proc. of ACM SIGIR
, pp. 178-185
-
-
Wei, X.1
Croft, W.2
-
33
-
-
0003141937
-
Feature selection in statistical learning of text categorization
-
Yang, Y., and Pederson, J. O. 1997. Feature selection in statistical learning of text categorization. In Proc. of ICML, 412-420.
-
(1997)
Proc. of ICML
, pp. 412-420
-
-
Yang, Y.1
Pederson, J.O.2
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