-
3
-
-
35348896605
-
Visual assessment of clustering tendency for rectangular dissimilarity matrices
-
Oct.
-
J.C. Bezdek, R.J. Hathaway, and J. Huband, "Visual Assessment of Clustering Tendency for Rectangular Dissimilarity Matrices," IEEE Trans. Fuzzy Systems, vol.15, no.5, pp. 890-903, Oct. 2007.
-
(2007)
IEEE Trans. Fuzzy Systems
, vol.15
, Issue.5
, pp. 890-903
-
-
Bezdek, J.C.1
Hathaway, R.J.2
Huband, J.3
-
5
-
-
30344483178
-
Document clustering using locality preserving indexing
-
Dec.
-
D. Cai, X. He, and J. Han, "Document Clustering Using Locality Preserving Indexing," IEEE Trans. Knowledge and Data Eng., vol.17, no.12, pp. 1624-1637, Dec. 2005.
-
(2005)
IEEE Trans. Knowledge and Data Eng.
, vol.17
, Issue.12
, pp. 1624-1637
-
-
Cai, D.1
He, X.2
Han, J.3
-
6
-
-
77956031074
-
Sectral Graph Theory
-
F. Chung, Spectral Graph Theory, vol.92. Am. Math. Soc., 1997.
-
(1997)
Am. Math. Soc.
, vol.92
-
-
Chung, F.1
-
8
-
-
33646111187
-
Scalable visual assessment of cluster tendency
-
R. Hathaway, J.C. Bezdek, and J. Huband, "Scalable Visual Assessment of Cluster Tendency," Pattern Recognition, vol.39, pp. 1315-1324, 2006.
-
(2006)
Pattern Recognition
, vol.39
, pp. 1315-1324
-
-
Hathaway, R.1
Bezdek, J.C.2
Huband, J.3
-
9
-
-
35048883479
-
A comparative study of several cluster number selection criteria
-
Springer
-
X. Hu and L. Xu, "A Comparative Study of Several Cluster Number Selection Criteria," Intelligent Data Engineering and Automated Learning, pp. 195-202, Springer, 2003.
-
(2003)
Intelligent Data Engineering and Automated Learning
, pp. 195-202
-
-
Hu, X.1
Xu, L.2
-
10
-
-
24044492227
-
Bigvat: Visual assessment of cluster tendency for large data sets
-
J. Huband, J.C. Bezdek, and R. Hathaway, "Bigvat: Visual Assessment of Cluster Tendency for Large Data Sets," Pattern Recognition, vol.38, no.11, pp. 1875-1886, 2005.
-
(2005)
Pattern Recognition
, vol.38
, Issue.11
, pp. 1875-1886
-
-
Huband, J.1
Bezdek, J.C.2
Hathaway, R.3
-
11
-
-
84976658532
-
A computer generated aid for cluster analysis
-
R. Ling, "A Computer Generated Aid for Cluster Analysis," Comm. ACM, vol.16, pp. 355-361, 1973.
-
(1973)
Comm. ACM
, vol.16
, pp. 355-361
-
-
Ling, R.1
-
12
-
-
0038363049
-
-
Elsevier Science publishers B.V. and Akadémiai Kiadó , Budarest
-
L. Lovasz and M. Plummer, Matching Theory. Elsevier Science publishers B.V. and Akadémiai Kiadó , Budarest, 1986.
-
(1986)
Matching Theory
-
-
Lovasz, L.1
Plummer, M.2
-
13
-
-
0036937614
-
Performance evaluation of some clustering algorithms and validity indices
-
Dec.
-
U. Maulik and S. Bandyopadhyay, "Performance Evaluation of Some Clustering Algorithms and Validity Indices," IEEE Trans. Pattern Analysis and Machine Intelligence, vol.24, no.12, pp. 1650-1654, Dec. 2002.
-
(2002)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.24
, Issue.12
, pp. 1650-1654
-
-
Maulik, U.1
Bandyopadhyay, S.2
-
16
-
-
70449129633
-
Incremental spectral clustering with application to monitoring of evolving blog communities
-
H.Z. Ning, W. Xu, Y. Chi, and T.S. Huang, "Incremental Spectral Clustering with Application to Monitoring of Evolving Blog Communities," Proc. SIAM Int'l Conf. Data Mining, 2007.
-
(2007)
Proc. SIAM Int'l Conf. Data Mining
-
-
Ning, H.Z.1
Xu, W.2
Chi, Y.3
Huang, T.S.4
-
17
-
-
0018306059
-
A threshold selection method from gray-level histograms
-
Jan.
-
N. Otsu, "A Threshold Selection Method from Gray-Level Histograms," IEEE Trans. Systems, Man, and Cybernetics, vol.9, no.1, pp. 62-66, Jan. 1979.
-
(1979)
IEEE Trans. Systems, Man, and Cybernetics
, vol.9
, Issue.1
, pp. 62-66
-
-
Otsu, N.1
-
18
-
-
31344453944
-
Gene ontology-based knowledge discovery through fuzzy cluster analysis
-
N. Pal, J. Keller, M. Popescu, J. Bezdek, J. Mitchell, and J. Huband, "Gene Ontology-Based Knowledge Discovery through Fuzzy Cluster Analysis," J. Neural, Parallel and Scientific Computing, vol.13, pp. 337-361, 2005.
-
(2005)
J. Neural, Parallel and Scientific Computing
, vol.13
, pp. 337-361
-
-
Pal, N.1
Keller, J.2
Popescu, M.3
Bezdek, J.4
Mitchell, J.5
Huband, J.6
-
19
-
-
0023453329
-
A graphical aid to the interpretations and validation of cluster analysis
-
P.J. Rousseeuw, "A Graphical Aid to the Interpretations and Validation of Cluster Analysis," J. Computational and Applied Math., vol.20, pp. 53-65, 1987.
-
(1987)
J. Computational and Applied Math.
, vol.20
, pp. 53-65
-
-
Rousseeuw, P.J.1
-
20
-
-
0034244751
-
Normalized cuts and image segmentation
-
Aug.
-
J. Shi and J. Malik, "Normalized Cuts and Image Segmentation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol.22, no.8, pp. 888-905, Aug. 2000.
-
(2000)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.22
, Issue.8
, pp. 888-905
-
-
Shi, J.1
Malik, J.2
-
23
-
-
0033285447
-
Segmentation using eigenvectors: A unifying view
-
Y. Weiss, "Segmentation Using Eigenvectors: A Unifying View," Proc. IEEE Int'l Conf. Computer Vision, pp. 975-982, 1999.
-
(1999)
Proc. IEEE Int'l Conf. Computer Vision
, pp. 975-982
-
-
Weiss, Y.1
-
24
-
-
16444383160
-
Survey of clustering algorithms
-
May
-
R. Xu and D. Wunsch, II, "Survey of Clustering Algorithms," IEEE Trans. Neural Networks, vol.16, no.3, pp. 645-678, May 2005.
-
(2005)
IEEE Trans. Neural Networks
, vol.16
, Issue.3
, pp. 645-678
-
-
Xu, R.1
Wunsch, I.I.D.2
-
25
-
-
1542347778
-
Document clustering based on non-negative matrix factorization
-
W. Xu, X. Liu, and Y. Gong, "Document Clustering Based on Non-Negative Matrix Factorization," Proc. ACM SIGIR, 2003.
-
(2003)
Proc. ACM SIGIR
-
-
Xu, W.1
Liu, X.2
Gong, Y.3
-
27
-
-
0042459889
-
Indices of partition fuzziness and the detection of clusters in large sets
-
Elsevier
-
J.C. Dunn, "Indices of Partition Fuzziness and the Detection of Clusters in Large Sets," Fuzzy Automata and Decision Processes, Elsevier, 1976.
-
(1976)
Fuzzy Automata and Decision Processes
-
-
Dunn, J.C.1
-
29
-
-
0742286179
-
Spectral grouping using the nyström method
-
Jan.
-
C. Fowlkes, S. Belongie, F. Chung, and J. Malik, "Spectral Grouping Using the Nyström Method," IEEE Trans. Pattern Analysis and Machine Intelligence, vol.26, no.2, pp. 214-225, Jan. 2004.
-
(2004)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.26
, Issue.2
, pp. 214-225
-
-
Fowlkes, C.1
Belongie, S.2
Chung, F.3
Malik, J.4
-
30
-
-
33947233031
-
Out-of-sample extensions for lle, ISOMAP, MDS, eigenmaps, and spectral clustering
-
MIT Press
-
Y. Bengio, J. Paiement, P. Vincent, O. Delallean, N. Roux, and M. Ouimet, "Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering," Advances in Neural Information Processing Systems, MIT Press, 2004.
-
(2004)
Advances in Neural Information Processing Systems
-
-
Bengio, Y.1
Paiement, J.2
Vincent, P.3
Delallean, O.4
Roux, N.5
Ouimet, M.6
-
31
-
-
0035363672
-
From few to many: Illumination cone models for face recognition under variable lighting and pose
-
June
-
A. Georghiades, P. Belhumeur, and D. Kriegman, "From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose," IEEE Trans. Pattern Analysis and Machine Intelligence, vol.23, no.6, pp. 643-660, June 2001.
-
(2001)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.23
, Issue.6
, pp. 643-660
-
-
Georghiades, A.1
Belhumeur, P.2
Kriegman, D.3
-
32
-
-
40049083817
-
Selective sampling for approximate clustering of very large data sets
-
L. Wang, J. Bezdek, C. Leckie, and R. Kotagiri, "Selective Sampling for Approximate Clustering of Very Large Data Sets," Int'l J. Intelligent Systems, vol.23, no.3, pp. 313-331, 2008.
-
(2008)
Int'l J. Intelligent Systems
, vol.23
, Issue.3
, pp. 313-331
-
-
Wang, L.1
Bezdek, J.2
Leckie, C.3
Kotagiri, R.4
-
33
-
-
0034342157
-
Graph embeddings and laplacian eigenvalues
-
S. Guattery and G.L. Miller, "Graph Embeddings and Laplacian Eigenvalues," SIAM J. Matrix Analysis and Applications, vol.21, no.3, pp. 703-723, 2000.
-
(2000)
SIAM J. Matrix Analysis and Applications
, vol.21
, Issue.3
, pp. 703-723
-
-
Guattery, S.1
Miller, G.L.2
-
35
-
-
84972893020
-
A dendrite method for cluster analysis
-
R.B. Calinski and J. Harabasz, "A Dendrite Method for Cluster Analysis," Comm. Statistics, vol.3, pp. 1-27, 1974.
-
(1974)
Comm. Statistics
, vol.3
, pp. 1-27
-
-
Calinski, R.B.1
Harabasz, J.2
-
37
-
-
0035532141
-
Estimating the number of clusters in a data-set via the gap statistics
-
R. Tibshirani, G. Walther, and T. Hastie, "Estimating the Number of Clusters in a Data-Set via the Gap Statistics," J. Royal Statistical Soc. B, vol.63, pp. 411-423, 2001.
-
(2001)
J. Royal Statistical Soc. B
, vol.63
, pp. 411-423
-
-
Tibshirani, R.1
Walther, G.2
Hastie, T.3
-
39
-
-
0032098774
-
Some new indices of cluster validity
-
June
-
J.C. Bezdek and N.R. Pal, "Some New Indices of Cluster Validity," IEEE Trans. System, Man and Cybernetics, vol.28, no.3, pp. 301-315, June 1998.
-
(1998)
IEEE Trans. System, Man and Cybernetics
, vol.28
, Issue.3
, pp. 301-315
-
-
Bezdek, J.C.1
Pal, N.R.2
-
44
-
-
67049169354
-
SpecVAT: Enhanced visual cluster analysis
-
L. Wang, X. Geng, J. Bezdek, C. Leckie, and R. Kotagiri, "SpecVAT: Enhanced Visual Cluster Analysis," Proc. Int'l Conf. Data Mining, 2008.
-
(2008)
Proc. Int'l Conf. Data Mining
-
-
Wang, L.1
Geng, X.2
Bezdek, J.3
Leckie, C.4
Kotagiri, R.5
-
45
-
-
67649260243
-
Automatically determining the number of clusters in unlabeled data sets
-
Mar.
-
L. Wang, C. Leckie, J. Bezdek, and R. Kotagiri, "Automatically Determining the Number of Clusters in Unlabeled Data Sets," IEEE Trans. Knowledge and Data Eng., vol.21, no.3, pp. 335-350, Mar. 2009.
-
(2009)
IEEE Trans. Knowledge and Data Eng.
, vol.21
, Issue.3
, pp. 335-350
-
-
Wang, L.1
Leckie, C.2
Bezdek, J.3
Kotagiri, R.4
-
48
-
-
67049101361
-
-
technical report, Univ. of Missouri
-
T. Havens, J. Bezdek, J. Keller, and M. Popescu, "Clustering in Ordered Dissimilarity Data," technical report, Univ. of Missouri, 2007.
-
(2007)
Clustering in Ordered Dissimilarity Data
-
-
Havens, T.1
Bezdek, J.2
Keller, J.3
Popescu, M.4
-
50
-
-
49549095746
-
Tensor space learning for analyzing activity patterns from video sequences
-
L. Wang, C. Leckie, X. Wang, R. Kotagiri, and J. Bezdek, "Tensor Space Learning for Analyzing Activity Patterns from Video Sequences," Proc. IEEE Int'l Conf. Data Mining (ICDM) Workshop Knowledge Discovery and Data Mining from Multimedia Data and Multimedia Applications, pp. 63-68, 2007.
-
(2007)
Proc. IEEE Int'l Conf. Data Mining (ICDM) Workshop Knowledge Discovery and Data Mining from Multimedia Data and Multimedia Applications
, pp. 63-68
-
-
Wang, L.1
Leckie, C.2
Wang, X.3
Kotagiri, R.4
Bezdek, J.5
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