-
1
-
-
0031078007
-
Feature Selection: Evaluation, Application, and Small Sample Performance
-
Feb
-
A. Jain and D. Zongker, "Feature Selection: Evaluation, Application, and Small Sample Performance," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 2, pp. 153-158, Feb. 1997.
-
(1997)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.19
, Issue.2
, pp. 153-158
-
-
Jain, A.1
Zongker, D.2
-
2
-
-
35648962850
-
Localized Feature Selection for Clustering
-
Y. Li, M. Dong, and J. Hua, "Localized Feature Selection for Clustering," Pattern Recognition Letters, vol. 29, pp. 10-18, 2008.
-
(2008)
Pattern Recognition Letters
, vol.29
, pp. 10-18
-
-
Li, Y.1
Dong, M.2
Hua, J.3
-
5
-
-
24344458137
-
Feature Selection Based on Mutual Information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy
-
Aug
-
H. Peng, F. Long, and C. Ding, "Feature Selection Based on Mutual Information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 27, no. 8, pp. 1226-1238, Aug. 2005.
-
(2005)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.27
, Issue.8
, pp. 1226-1238
-
-
Peng, H.1
Long, F.2
Ding, C.3
-
7
-
-
0037410630
-
Feature Subset Selection Using a New Definition of Classifiability
-
M. Dong and R. Kothari, "Feature Subset Selection Using a New Definition of Classifiability," Pattern Recognition Letters, vol. 23, pp. 1215-1225, 2003.
-
(2003)
Pattern Recognition Letters
, vol.23
, pp. 1215-1225
-
-
Dong, M.1
Kothari, R.2
-
8
-
-
24644491401
-
A Bayesian Approach to Unsupervised Feature Selection and Density Estimation Using Expectation Propagation
-
June
-
S. Chang, N. Dasgupta, and L. Carin, "A Bayesian Approach to Unsupervised Feature Selection and Density Estimation Using Expectation Propagation," Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 2, pp. 1043-1050, June 2005.
-
(2005)
Proc. IEEE Conf. Computer Vision and Pattern Recognition
, vol.2
, pp. 1043-1050
-
-
Chang, S.1
Dasgupta, N.2
Carin, L.3
-
9
-
-
26444454606
-
Feature Selection for Unsupervised Learning
-
J.G. Dy and C.E. Brodley, "Feature Selection for Unsupervised Learning," J. Machine Learning Research, vol. 5, pp. 845-889, 2004.
-
(2004)
J. Machine Learning Research
, vol.5
, pp. 845-889
-
-
Dy, J.G.1
Brodley, C.E.2
-
10
-
-
0036522403
-
Unsupervised Feature Selection Using Feature Similarity
-
Mar
-
P. Mitra, C. Murthy, and S. Pal, "Unsupervised Feature Selection Using Feature Similarity," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 3, pp. 301-312, Mar. 2002.
-
(2002)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.24
, Issue.3
, pp. 301-312
-
-
Mitra, P.1
Murthy, C.2
Pal, S.3
-
11
-
-
4344602134
-
Simultaneous Feature Selection and Clustering Using Mixture Models
-
Sept
-
M.H. Law, M.A.T. Figueiredo, and A.K. Jain, "Simultaneous Feature Selection and Clustering Using Mixture Models," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 9, pp. 1154-1166, Sept. 2004.
-
(2004)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.26
, Issue.9
, pp. 1154-1166
-
-
Law, M.H.1
Figueiredo, M.A.T.2
Jain, A.K.3
-
12
-
-
17044405923
-
Toward Integrating Feature Selection Algorithms for Classification and Clustering
-
Apr
-
H. Liu and L. Yu, "Toward Integrating Feature Selection Algorithms for Classification and Clustering," IEEE Trans. Knowledge and Data Eng. vol. 17, no. 4, pp. 491-502, Apr. 2005.
-
(2005)
IEEE Trans. Knowledge and Data Eng
, vol.17
, Issue.4
, pp. 491-502
-
-
Liu, H.1
Yu, L.2
-
13
-
-
78149289039
-
Feature Selection for Clustering - A Filter Solution
-
M. Dash, K. Choi, P. Schenermann, and H. Liu, "Feature Selection for Clustering - A Filter Solution," Proc. IEEE Conf. Information and Data Mining, pp. 115-122, 2002.
-
(2002)
Proc. IEEE Conf. Information and Data Mining
, pp. 115-122
-
-
Dash, M.1
Choi, K.2
Schenermann, P.3
Liu, H.4
-
14
-
-
33645957324
-
Bayesian Feature and Model Selection for Gaussian Mixture Models
-
June
-
C. Constantinopoulos, M.K. Titsias, and A. Likas, "Bayesian Feature and Model Selection for Gaussian Mixture Models," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 28, no. 6, pp. 1013-1018, June 2006.
-
(2006)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.28
, Issue.6
, pp. 1013-1018
-
-
Constantinopoulos, C.1
Titsias, M.K.2
Likas, A.3
-
16
-
-
33645505223
-
Variable Selection for Model-Based Clustering
-
A. E. Raftery and N. Dean, "Variable Selection for Model-Based Clustering," J. Am. Statistical Assoc., vol. 101, no. 473, pp. 168-178, 2006.
-
(2006)
J. Am. Statistical Assoc
, vol.101
, Issue.473
, pp. 168-178
-
-
Raftery, A.E.1
Dean, N.2
-
17
-
-
0035751898
-
Bipartite Graph Partitioning and Data Clustering
-
Nov
-
H. Zha, X. He, C. Ding, M. Go, and H. Simon, "Bipartite Graph Partitioning and Data Clustering," Proc. ACM Int'l Conf. Knowledge Management, pp. 25-32, Nov. 2001.
-
(2001)
Proc. ACM Int'l Conf. Knowledge Management
, pp. 25-32
-
-
Zha, H.1
He, X.2
Ding, C.3
Go, M.4
Simon, H.5
-
18
-
-
42749090214
-
Co-Clustering Documents and Words Using Bipartite Isoperimetric Graph Partitioning
-
M. Rege, M. Dong, and F. Fotouhi, "Co-Clustering Documents and Words Using Bipartite Isoperimetric Graph Partitioning," Proc. IEEE Int'l Conf. Data Mining, 2006.
-
(2006)
Proc. IEEE Int'l Conf. Data Mining
-
-
Rege, M.1
Dong, M.2
Fotouhi, F.3
-
19
-
-
17044376078
-
Subspace Clustering for High Dimensional Data: A Review
-
L. Parsons, E. Haque, and H. Liu, "Subspace Clustering for High Dimensional Data: A Review," SIGKDD Explore Newsletter, vol. 6, no. 1, pp. 90-105, 2004.
-
(2004)
SIGKDD Explore Newsletter
, vol.6
, Issue.1
, pp. 90-105
-
-
Parsons, L.1
Haque, E.2
Liu, H.3
-
21
-
-
19544379322
-
Subspace Selection for Clustering High-Dimensional Data
-
C. Baumgartner, C. Plant, K. Kailing, H.-P. Kriegel, and P. Kröger, "Subspace Selection for Clustering High-Dimensional Data," Proc. Fourth IEEE Int'l Conf. Data Mining, pp. 11-18, 2004.
-
(2004)
Proc. Fourth IEEE Int'l Conf. Data Mining
, pp. 11-18
-
-
Baumgartner, C.1
Plant, C.2
Kailing, K.3
Kriegel, H.-P.4
Kröger, P.5
-
22
-
-
0032090765
-
Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications
-
R. Agrawal, J. Gehrke, D. Gunopulos, and P. Raghavan, "Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications," Proc. ACM-SIGMOD Int'l Conf. Management of Data, pp. 94-105, 1998.
-
(1998)
Proc. ACM-SIGMOD Int'l Conf. Management of Data
, pp. 94-105
-
-
Agrawal, R.1
Gehrke, J.2
Gunopulos, D.3
Raghavan, P.4
-
23
-
-
0347718066
-
Fast Algorithms for Projected Clustering
-
C.C. Aggarwal, C.M. Procopiuc, J.L. Wolf, P.S. Yu, and J.S. Park, "Fast Algorithms for Projected Clustering," Proc. ACM-SIGMOD Int'l Conf. Management of Data, pp. 61-72, 1999.
-
(1999)
Proc. ACM-SIGMOD Int'l Conf. Management of Data
, pp. 61-72
-
-
Aggarwal, C.C.1
Procopiuc, C.M.2
Wolf, J.L.3
Yu, P.S.4
Park, J.S.5
-
24
-
-
8644255832
-
Clustering Objects on Subsets of Attributes
-
J.H. Friedman and J.J. Meulman, "Clustering Objects on Subsets of Attributes," J. Royal Statistical Soc.: Series B, vol. 66, no. 4, pp. 815-849, 2004.
-
(2004)
J. Royal Statistical Soc.: Series B
, vol.66
, Issue.4
, pp. 815-849
-
-
Friedman, J.H.1
Meulman, J.J.2
-
25
-
-
33645283097
-
Unsupervised Learning of Parsimonious Mixtures on Large Spaces with Integrated Feature and Component Selection
-
M.W. Graham and D.J. Miller, "Unsupervised Learning of Parsimonious Mixtures on Large Spaces with Integrated Feature and Component Selection," IEEE Trans. Signal Processing, vol. 54, no. 4, pp. 1289-1303, 2006.
-
(2006)
IEEE Trans. Signal Processing
, vol.54
, Issue.4
, pp. 1289-1303
-
-
Graham, M.W.1
Miller, D.J.2
-
26
-
-
0003922190
-
-
second ed. John Willey & Sons, Inc
-
R.O. Duda, P.E. Hart, and D.G. Stork, Pattern Classification, second ed. John Willey & Sons, Inc., 2000.
-
(2000)
Pattern Classification
-
-
Duda, R.O.1
Hart, P.E.2
Stork, D.G.3
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