-
1
-
-
77953845946
-
Analysis of unsupervised dimensionality reductions techniques
-
Aswani Kumar, Ch. 2009. Analysis of unsupervised dimensionality reductions techniques. Computer Science and Information Systems 6(2): 217-227.
-
(2009)
Computer Science and Information Systems
, vol.6
, Issue.2
, pp. 217-227
-
-
Aswani, K.Ch.1
-
4
-
-
77957001505
-
A Note on effect of term weighting on selecting intrinsic dimensionality of data
-
Aswani Kumar, Ch. and Srinivas, S. 2009b. A Note on effect of term weighting on selecting intrinsic dimensionality of data. Cybernetics and Information Technologies 9(1): 5-12.
-
(2009)
Cybernetics and Information Technologies
, vol.9
, Issue.1
, pp. 5-12
-
-
Aswani Kumar, Ch.1
Srinivas, S.2
-
5
-
-
70449531469
-
Concept lattice reduction using fuzzy K-means clustering
-
Aswani Kumar, Ch. and Srinivas, S. 2010. Concept lattice reduction using fuzzy K-means clustering. Expert Systems with Applications 37(3): 2696-2704.
-
(2010)
Expert Systems with Applications
, vol.37
, Issue.3
, pp. 2696-2704
-
-
Aswani Kumar, Ch.1
Srinivas, S.2
-
6
-
-
38349051251
-
New modification and applications of fuzzy C-means methodology
-
Berget, I., Mevik, B. H., and Naes, T. 2008. New modification and applications of fuzzy C-means methodology. Computational Statistics and Data Analysis 52: 2403-2418.
-
(2008)
Computational Statistics and Data Analysis
, vol.52
, pp. 2403-2418
-
-
Berget, I.1
Mevik, B.H.2
Naes, T.3
-
7
-
-
0032624581
-
Matrices, vector spaces, and information retrieval
-
Berry, M. W., Drmac, Z., and Jessup, E. R. 1999. Matrices, vector spaces, and information retrieval. SIAM Review 41(2): 335-362.
-
(1999)
SIAM Review
, vol.41
, Issue.2
, pp. 335-362
-
-
Berry, M.W.1
Drmac, Z.2
Jessup, E.R.3
-
8
-
-
57049146908
-
Dimension reduction
-
School of Computer Science and Informatics, University College Dublin
-
Cunningham, P. 2007. Dimension reduction. Technical report UCD-CSI-2007-2017, School of Computer Science and Informatics, University College Dublin.
-
(2007)
Technical Report UCD-CSI-2007-2017
-
-
Cunningham, P.1
-
9
-
-
84989525001
-
Indexing by latent semantic analysis
-
Deerwester, S., Dumais, S., Furnas, G., Landauer, T., and Harshman, R. 1990. Indexing by latent semantic analysis. Journal of the American Society for Information Science 41(6): 391-407.
-
(1990)
Journal of the American Society for Information Science
, vol.41
, Issue.6
, pp. 391-407
-
-
Deerwester, S.1
Dumais, S.2
Furnas, G.3
Landauer, T.4
Harshman, R.5
-
10
-
-
0034824884
-
Concept decomposition for large sparse text data using clustering
-
Dhillon, I. S. and Modha, D. 2001. Concept decomposition for large sparse text data using clustering. Machine Learning 42(1): 143-175.
-
(2001)
Machine Learning
, vol.42
, Issue.1
, pp. 143-175
-
-
Dhillon, I.S.1
Modha, D.2
-
12
-
-
34247620945
-
Comparison of information retrieval techniques: Latent semantic indexing and concept indexing
-
Dobsa, J. and Bojana, D. B. 2004. Comparison of information retrieval techniques: Latent semantic indexing and concept indexing. Journal of Information and Organizational Sciences 28: 1-17.
-
(2004)
Journal of Information and Organizational Sciences
, vol.28
, pp. 1-17
-
-
Dobsa, J.1
Bojana, D.B.2
-
13
-
-
33750289748
-
Data analysis with fuzzy clustering methods
-
Doring, C., Lesot, M. J., and Kruse, R. 2006. Data analysis with fuzzy clustering methods. Computational Statistics and Data Analysis 51(1): 192-214.
-
(2006)
Computational Statistics and Data Analysis
, vol.51
, Issue.1
, pp. 192-214
-
-
Doring, C.1
Lesot, M.J.2
Kruse, R.3
-
14
-
-
0002344794
-
Bootstrap methods: Another look at the jackknife
-
Efron, B. 1979. Bootstrap methods: Another look at the jackknife. Annals of Statistics 7: 1-26.
-
(1979)
Annals of Statistics
, vol.7
, pp. 1-26
-
-
Efron, B.1
-
15
-
-
70349233543
-
-
Master's thesis, University of North Carolina, Chapel Hill, NC, USA
-
Elsas, J. 2005. An evaluation of projection techniques for document clustering: Latent semantic analysis and independent component analysis. Master's thesis, University of North Carolina, Chapel Hill, NC, USA.
-
(2005)
An Evaluation of Projection Techniques for Document Clustering: Latent Semantic Analysis and Independent Component Analysis
-
-
Elsas, J.1
-
16
-
-
35048856083
-
Text retrieval using sparsified concept decomposition matrix
-
Gao, J. and Zhang, J. 2004. Text retrieval using sparsified concept decomposition matrix. Lecture Notes in Computer Science 3314: 523-529.
-
(2004)
Lecture Notes in Computer Science
, vol.3314
, pp. 523-529
-
-
Gao, J.1
Zhang, J.2
-
17
-
-
10744221429
-
A contribution to convergence theory of fuzzy c-means and derivatives
-
Hoppner, F. and Klawonn, F. 2003. A contribution to convergence theory of fuzzy c-means and derivatives. IEEE Transactions on Fuzzy Systems 11(5): 682-694.
-
(2003)
IEEE Transactions on Fuzzy Systems
, vol.11
, Issue.5
, pp. 682-694
-
-
Hoppner, F.1
Klawonn, F.2
-
18
-
-
22444439296
-
A new fuzzy data mining method for pattern classification by principal component analysis
-
Hu, Y. C. 2005. A new fuzzy data mining method for pattern classification by principal component analysis. Cybernetics and Systems 35(5): 527-547.
-
(2005)
Cybernetics and Systems
, vol.35
, Issue.5
, pp. 527-547
-
-
Hu, Y.C.1
-
19
-
-
18144419389
-
Automated variable weighting in k-means type clustering
-
Huang, J. Z., Ng, M. K, Rong, H., and Li, Z. 2005. Automated variable weighting in k-means type clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence 27(5): 657-668.
-
(2005)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.27
, Issue.5
, pp. 657-668
-
-
Huang, J.Z.1
Ng, M.K.2
Rong, H.3
Li, Z.4
-
20
-
-
43249103345
-
Bootstrapping approach to feature-weight selection in fuzzy c-means algorithms with an application in color image segmentation
-
Hung, W. L., Yang, M. S., and Chen, D. H. 2008. Bootstrapping approach to feature-weight selection in fuzzy c-means algorithms with an application in color image segmentation. Pattern Recognition Letters 29(9): 1317-1325.
-
(2008)
Pattern Recognition Letters
, vol.29
, Issue.9
, pp. 1317-1325
-
-
Hung, W.L.1
Yang, M.S.2
Chen, D.H.3
-
21
-
-
0042826822
-
Independent component analysis: Algorithms and applications
-
Hyvarinen, A. and Oja, E. 2000. Independent component analysis: Algorithms and applications. Neural Networks 13(4-5): 411-430.
-
(2000)
Neural Networks
, vol.13
, Issue.4-5
, pp. 411-430
-
-
Hyvarinen, A.1
Oja, E.2
-
22
-
-
0008690062
-
Concept indexing: A fast dimensionality reduction algorithm with application to document retrieval and categorization
-
University of Minnesota, Minneapolis, MN, USA
-
Karypis, G. and Han, E. H. 2000. Concept indexing: A fast dimensionality reduction algorithm with application to document retrieval and categorization. Technical Report #00-016, Department of Computer Science, University of Minnesota, Minneapolis, MN, USA.
-
(2000)
Technical Report #00-016, Department of Computer Science
-
-
Karypis, G.1
Han, E.H.2
-
23
-
-
0042312608
-
Feature weighting in k-means clustering
-
Modha, D. S. and Spangler, W. S. 2003. Feature weighting in k-means clustering. Machine Learning 52(3): 217-237.
-
(2003)
Machine Learning
, vol.52
, Issue.3
, pp. 217-237
-
-
Modha, D.S.1
Spangler, W.S.2
-
25
-
-
77956051476
-
A systematic study of document clustering and dimension reduction for text clustering
-
Dalhousie University, Holifax, Canada
-
Shafiei, M., Wang, S., Zhang, R., Milios, E., Tang, B., Tougas, J., and Spiteri, R. 2006. A systematic study of document clustering and dimension reduction for text clustering. Technical Report CS-2006-2105, Faculty of Computer Science, Dalhousie University, Holifax, Canada.
-
(2006)
Technical Report CS-2006-2105, Faculty of Computer Science
-
-
Shafiei, M.1
Wang, S.2
Zhang, R.3
Milios, E.4
Tang, B.5
Tougas, J.6
Spiteri, R.7
-
26
-
-
25844488029
-
Document clustering using non-negative matrix factorization
-
Shahnaz, F., Berry, M. W., Paul Pauca, V., and Plemmons, R. J. 2006. Document clustering using non-negative matrix factorization. Information Processing and Management 42(2): 373-386.
-
(2006)
Information Processing and Management
, vol.42
, Issue.2
, pp. 373-386
-
-
Shahnaz, F.1
Berry, M.W.2
Paul Pauca, V.3
Plemmons, R.J.4
-
27
-
-
77953823035
-
Optimizing heuristics in latent semantic indexing for effective information retrieval
-
Srinivas, S. and Aswani Kumar, Ch. 2006. Optimizing heuristics in latent semantic indexing for effective information retrieval. Journal of Information and Knowledge Management 5(2): 97-105.
-
(2006)
Journal of Information and Knowledge Management
, vol.5
, Issue.2
, pp. 97-105
-
-
Srinivas, S.1
Ch. Kumar, A.2
-
28
-
-
0004164256
-
A comparison of document clustering techniques
-
University of Minnesota, Minneapolis, MN, USA
-
Steinbach, M., Karypis, G., and Kumar, V. 2000. A comparison of document clustering techniques. Technical report TR 00-034, Department of Computer Science, University of Minnesota, Minneapolis, MN, USA.
-
(2000)
Technical Report TR 00-034, Department of Computer Science
-
-
Steinbach, M.1
Karypis, G.2
Kumar, V.3
-
29
-
-
2942534051
-
Improving fuzzy c-means clustering based on feature-weight learning
-
Wang, X., Wang, Y., and Wang, L. 2004. Improving fuzzy c-means clustering based on feature-weight learning. Pattern Recognition Letters 25: 1123-1132.
-
(2004)
Pattern Recognition Letters
, vol.25
, pp. 1123-1132
-
-
Wang, X.1
Wang, Y.2
Wang, L.3
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