-
1
-
-
0032264186
-
Distributional clustering of words for text classification
-
ACM, August
-
L.D. Baker, A. McCallum, Distributional clustering of words for text classification, in: 21th Annual International ACM SIGIR, ACM, August 1998, pp. 96-103.
-
(1998)
21th Annual International ACM SIGIR
, pp. 96-103
-
-
Baker, L.D.1
McCallum, A.2
-
2
-
-
0028468293
-
Using mutual information for selection features in supervised neural net learning
-
Battiti R. Using mutual information for selection features in supervised neural net learning. IEEE Trans. Neural Networks 5 4 (1994) 537-550
-
(1994)
IEEE Trans. Neural Networks
, vol.5
, Issue.4
, pp. 537-550
-
-
Battiti, R.1
-
3
-
-
0031334221
-
Selection of relevant features and examples in machine learning
-
Blum A.L., and Langley P. Selection of relevant features and examples in machine learning. Artif. Intell. 97 1-2 (1997) 245-271
-
(1997)
Artif. Intell.
, vol.97
, Issue.1-2
, pp. 245-271
-
-
Blum, A.L.1
Langley, P.2
-
4
-
-
85052770793
-
-
CRC Press, Boca Raton
-
Breiman L., Friedman J., Stone C.J., and Olshen R.A. Classification and Regression Trees (1984), CRC Press, Boca Raton
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Stone, C.J.3
Olshen, R.A.4
-
5
-
-
84926662675
-
Nearest neighbor pattern classification
-
Cover T., and Hart P. Nearest neighbor pattern classification. IEEE Trans. Inf. Theory IT-13 1 (1967) 21-27
-
(1967)
IEEE Trans. Inf. Theory
, vol.IT-13
, Issue.1
, pp. 21-27
-
-
Cover, T.1
Hart, P.2
-
7
-
-
84942213019
-
The best two independent measurements are not the two best
-
Cover T.M. The best two independent measurements are not the two best. IEEE Trans. Syst. Man Cybern. 4 (1974) 116-117
-
(1974)
IEEE Trans. Syst. Man Cybern.
, vol.4
, pp. 116-117
-
-
Cover, T.M.1
-
9
-
-
2942723846
-
A divisive information-theoretic feature clustering algorithm for text classification
-
Dhillong I., Mallela S., and Kumar R. A divisive information-theoretic feature clustering algorithm for text classification. J. Mach. Learn. Res. 3 (2003) 1265-1287
-
(2003)
J. Mach. Learn. Res.
, vol.3
, pp. 1265-1287
-
-
Dhillong, I.1
Mallela, S.2
Kumar, R.3
-
10
-
-
84944811700
-
The use of ranks to avoid the assumption of normality implicit in the analysis of variance
-
Friedman M. The use of ranks to avoid the assumption of normality implicit in the analysis of variance. J. Am. Stat. Assoc. 32 200 (1937) 675-701
-
(1937)
J. Am. Stat. Assoc.
, vol.32
, Issue.200
, pp. 675-701
-
-
Friedman, M.1
-
11
-
-
33745561205
-
An introduction to variable and feature selection, Special issue on variable and feature selection
-
I. Guyon, A. Elisseeff, An introduction to variable and feature selection, Special issue on variable and feature selection, J. Mach. Learn. Res. 3 (2003) 1157-1182.
-
(2003)
J. Mach. Learn. Res
, vol.3
, pp. 1157-1182
-
-
Guyon, I.1
Elisseeff, A.2
-
12
-
-
33745891586
-
-
Eds, Series Studies in Fuzziness and Soft Computing, Physica-Verlag, Springer
-
I. Guyon, S. Gunn, M. Nikravesh, L. Zadeh (Eds.), Feature extraction, foundations and applications, in: Series Studies in Fuzziness and Soft Computing, Physica-Verlag, Springer, 2006.
-
(2006)
Feature extraction, foundations and applications
-
-
-
14
-
-
85099325734
-
Irrelevant features and the subset selection problem
-
Morgan Kaufmann, Los Altos, CA
-
John G.H., Kohavi R., and Pfleger K. Irrelevant features and the subset selection problem. 11th International Conference on Machine Learning (1994), Morgan Kaufmann, Los Altos, CA 121-129
-
(1994)
11th International Conference on Machine Learning
, pp. 121-129
-
-
John, G.H.1
Kohavi, R.2
Pfleger, K.3
-
15
-
-
0031381525
-
Wrapper for feature subset selection
-
Kohavi R., and John G.H. Wrapper for feature subset selection. Artif. Intell. 97 1-2 (1997) 273-324
-
(1997)
Artif. Intell.
, vol.97
, Issue.1-2
, pp. 273-324
-
-
Kohavi, R.1
John, G.H.2
-
16
-
-
0033640901
-
Comparison of algorithms that select features for pattern classifiers
-
Kudo M., and Sklansky J. Comparison of algorithms that select features for pattern classifiers. Pattern Recognition 33 (2000) 25-41
-
(2000)
Pattern Recognition
, vol.33
, pp. 25-41
-
-
Kudo, M.1
Sklansky, J.2
-
17
-
-
0036933407
-
Input feature selection by mutual information based on parzen window
-
Kwak N., and Choi C.-H. Input feature selection by mutual information based on parzen window. IEEE Trans. Pattern Anal. Mach. Intell. 24 12 (2002) 1667-1671
-
(2002)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.24
, Issue.12
, pp. 1667-1671
-
-
Kwak, N.1
Choi, C.-H.2
-
18
-
-
0036127473
-
Input feature selection for classification problems
-
Kwak N., and Choi C.-H. Input feature selection for classification problems. IEEE Trans. Neural Networks 13 1 (2002) 143-159
-
(2002)
IEEE Trans. Neural Networks
, vol.13
, Issue.1
, pp. 143-159
-
-
Kwak, N.1
Choi, C.-H.2
-
19
-
-
0036505670
-
A comparison of methods for multi-class support vector machines
-
[Online]. Available: 〈www.csie.ntu.edu.tw/∼cjlin/libsvm〉
-
Hsu C.W., and Lin C.J. A comparison of methods for multi-class support vector machines. IEEE Trans. Neural Networks 13 (2002) 415-425. http://www.csie.ntu.edu.tw/~cjlin/libsvm [Online]. Available: 〈www.csie.ntu.edu.tw/∼cjlin/libsvm〉
-
(2002)
IEEE Trans. Neural Networks
, vol.13
, pp. 415-425
-
-
Hsu, C.W.1
Lin, C.J.2
-
20
-
-
0025952277
-
Divergence measures based on the Shannon entropy
-
Li J. Divergence measures based on the Shannon entropy. IEEE Trans. Inf. Theory 37 1 (1991) 145-151
-
(1991)
IEEE Trans. Inf. Theory
, vol.37
, Issue.1
, pp. 145-151
-
-
Li, J.1
-
21
-
-
0013326060
-
Feature selection for classification
-
Dash M., and Liu H. Feature selection for classification. Intelligent Data Anal. 1 (1997) 131-156
-
(1997)
Intelligent Data Anal.
, vol.1
, pp. 131-156
-
-
Dash, M.1
Liu, H.2
-
22
-
-
0003408496
-
-
Department of Information and Computer Science, University of California, Irvine, CA
-
P.M. Murphy, UCI Repository of Machine Learning 〈http://archive.ics.uci.edu/ml/〉, Department of Information and Computer Science, University of California, Irvine, CA, 1995.
-
(1995)
UCI Repository of Machine Learning
-
-
Murphy, P.M.1
-
23
-
-
24344458137
-
Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundance
-
Peng H., Long F., and Ding C. Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundance. IEEE Trans. Pattern Anal. Mach. Intell. 27 8 (2005) 1226-1238
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.27
, Issue.8
, pp. 1226-1238
-
-
Peng, H.1
Long, F.2
Ding, C.3
-
24
-
-
85123966307
-
Distributional clustering of English words
-
Columbus, Ohio
-
F.C. Pereira, N. Tishby, L. Lee, Distributional clustering of English words, in: 30th Annual Meeting of the Association for Computational Linguistics, Columbus, Ohio, 1993, pp. 183-190.
-
(1993)
30th Annual Meeting of the Association for Computational Linguistics
, pp. 183-190
-
-
Pereira, F.C.1
Tishby, N.2
Lee, L.3
-
25
-
-
85115260483
-
Floating search methods for feature selection with nonmonotonic criterion functions
-
Pudil P., Ferri F.J., Novovicova J., and Kittler J. Floating search methods for feature selection with nonmonotonic criterion functions. Pattern Recognition 2 (1994) 279-283
-
(1994)
Pattern Recognition
, vol.2
, pp. 279-283
-
-
Pudil, P.1
Ferri, F.J.2
Novovicova, J.3
Kittler, J.4
-
26
-
-
0029678894
-
Improved use of continuous attributes in C4.5
-
Quinlan J.R. Improved use of continuous attributes in C4.5. J. Artif. Intell. Res. 4 (1996) 77-90
-
(1996)
J. Artif. Intell. Res.
, vol.4
, pp. 77-90
-
-
Quinlan, J.R.1
-
28
-
-
0001808038
-
The information bottleneck method
-
Hajek B., and Sreenivas R.S. (Eds), University of Illinois
-
Tishby N., Pereira F., and Bialek W. The information bottleneck method. In: Hajek B., and Sreenivas R.S. (Eds). 37th Annual Allerton Conference Urbana (1999), University of Illinois
-
(1999)
37th Annual Allerton Conference Urbana
-
-
Tishby, N.1
Pereira, F.2
Bialek, W.3
-
29
-
-
84944178665
-
Hierarchical grouping to optimize an objective function
-
Ward J.H. Hierarchical grouping to optimize an objective function. Am. Stat. Assoc. 58 301 (1963) 236-244
-
(1963)
Am. Stat. Assoc.
, vol.58
, Issue.301
, pp. 236-244
-
-
Ward, J.H.1
-
30
-
-
76749126790
-
-
R.W. Yeung, A First Course in Information Theory, Information Technology: Transmision, Processing, and Storage (series), Springer Science + Business Media, LLC, 2002.
-
(2002)
A First Course in Information Theory, Information Technology: Transmision, Processing, and Storage (series), Springer Science + Business Media, LLC
-
-
Yeung, R.W.1
|