-
1
-
-
84904754840
-
Extensions of kmeans-type algorithms: A new clustering framework by integrating intracluster compactness and intercluster separation
-
Aug
-
X. Huang, Y. Ye, and H. Zhang, "Extensions of kmeans-type algorithms: A new clustering framework by integrating intracluster compactness and intercluster separation, " IEEE Trans. Neural Netw. Learn. Syst., vol. 25, no. 8, pp. 1433-1446, Aug. 2014.
-
(2014)
IEEE Trans. Neural Netw. Learn., Syst
, vol.25
, Issue.8
, pp. 1433-1446
-
-
Huang, X.1
Ye, Y.2
Zhang, H.3
-
3
-
-
0032650370
-
A robust competitive clustering algorithm with applications in computer vision
-
May
-
H. Frigui and R. Krishnapuram, "A robust competitive clustering algorithm with applications in computer vision, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 5, pp. 450-465, May 1999.
-
(1999)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.21
, Issue.5
, pp. 450-465
-
-
Frigui, H.1
Krishnapuram, R.2
-
4
-
-
51949105132
-
Lost in quantization: Improving particular object retrieval in large scale image databases
-
(CVPR), Jun
-
J. Philbin, O. Chum, M. Isard, L. Sivic, and A. Zissennan, "Lost in quantization: Improving particular object retrieval in large scale image databases, " in Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR), Jun. 2008, pp. 1-8.
-
(2008)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit
, pp. 1-8
-
-
Philbin, J.1
Chum, O.2
Isard, M.3
Sivic, L.4
Zissennan, A.5
-
6
-
-
84962090090
-
Classification with noisy labels by importance reweighting
-
Mar
-
T. Liu and D. Tao, "Classification with noisy labels by importance reweighting, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 38, no. 3, pp. 447-461, Mar. 2016.
-
(2016)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.38
, Issue.3
, pp. 447-461
-
-
Liu, T.1
Tao, D.2
-
7
-
-
84962053224
-
Multi-directional multi-level dual-cross patterns for robust face recognition
-
Mar
-
C. Ding, J. Choi, D. Tao, and L. S. Davis, "Multi-directional multi-level dual-cross patterns for robust face recognition, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 38, no. 3, pp. 518-531, Mar. 2016.
-
(2016)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.38
, Issue.3
, pp. 518-531
-
-
Ding, C.1
Choi, J.2
Tao, D.3
Davis, L.S.4
-
8
-
-
85009732680
-
Algorithm-dependent generalization bounds for multi-task learning
-
Feb
-
T. Liu, D. Tao, M. Song, and S. J. Maybank, "Algorithm-dependent generalization bounds for multi-task learning, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 39, no. 2, pp. 227-241, Feb. 2017.
-
(2017)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.39
, Issue.2
, pp. 227-241
-
-
Liu, T.1
Tao, D.2
Song, M.3
Maybank, S.J.4
-
9
-
-
84962777544
-
Local rademacher complexity for multi-label learning
-
Mar
-
C. Xu, T. Liu, D. Tao, and C. Xu, "Local rademacher complexity for multi-label learning, " IEEE Trans. Image Process., vol. 25, no. 3, pp. 1495-1507, Mar. 2016.
-
(2016)
IEEE Trans. Image Process.
, vol.25
, Issue.3
, pp. 1495-1507
-
-
Xu, C.1
Liu, T.2
Tao, D.3
Xu, C.4
-
10
-
-
84893405732
-
Data clustering: A review
-
Sep
-
A. K. Jain, M. N. Murty, and P. J. Flynn, "Data clustering: A review, " ACM Comput. Surv., vol. 31, no. 3, pp. 264-323, Sep. 1999.
-
(1999)
ACM Comput. Surv
, vol.31
, Issue.3
, pp. 264-323
-
-
Jain, A.K.1
Murty, M.N.2
Flynn, P.J.3
-
11
-
-
85027943614
-
Dimension selective self-organizing maps with time-varying structure for subspace and projected clustering
-
Mar
-
H. F. Bassani and A. F. Araujo, "Dimension selective self-organizing maps with time-varying structure for subspace and projected clustering, " IEEE Trans. Neural Netw. Learn. Syst., vol. 26, no. 3, pp. 458-471, Mar. 2015.
-
(2015)
IEEE Trans. Neural Netw. Learn. Syst
, vol.26
, Issue.3
, pp. 458-471
-
-
Bassani, H.F.1
Araujo, A.F.2
-
12
-
-
84930210143
-
Discriminative embedded clustering: A framework for grouping high-dimensional data
-
Jun
-
C. Hou, F. Nie, D. Yi, and D. Tao, "Discriminative embedded clustering: A framework for grouping high-dimensional data, " IEEE Trans. Neural Netw. Learn. Syst., vol. 26, no. 6, pp. 1287-1299, Jun. 2015.
-
(2015)
IEEE Trans. Neural Netw. Learn. Syst
, vol.26
, Issue.6
, pp. 1287-1299
-
-
Hou, C.1
Nie, F.2
Yi, D.3
Tao, D.4
-
13
-
-
1942485278
-
Using the triangle inequality to accelerate k-means
-
Washington, DC, USA, Aug
-
C. Elkan, "Using the triangle inequality to accelerate k-means, " in Proc. Int. Conf. Mach. Learn., vol. 3. Washington, DC, USA, Aug. 2003, pp. 147-153.
-
(2003)
Proc. Int. Conf. Mach. Learn
, vol.3
, pp. 147-153
-
-
Elkan, C.1
-
14
-
-
84880916591
-
Dictionary learning-based subspace structure identification in spectral clustering
-
Aug
-
L. Jing, M. K. Ng, and T. Zeng, "Dictionary learning-based subspace structure identification in spectral clustering, " IEEE Trans. Neural Netw. Learn. Syst., vol. 24, no. 8, pp. 1188-1199, Aug. 2013.
-
(2013)
IEEE Trans. Neural Netw. Learn. Syst
, vol.24
, Issue.8
, pp. 1188-1199
-
-
Jing, L.1
Ng, M.K.2
Zeng, T.3
-
15
-
-
84988624672
-
Dimensionality-dependent generalization bounds for k-dimensional coding schemes
-
Oct
-
T. Liu, D. Tao, and D. Xu, "Dimensionality-dependent generalization bounds for k-dimensional coding schemes, " Neural Comput., vol. 28, no. 10, pp. 2213-2249, Oct. 2016.
-
(2016)
Neural Comput
, vol.28
, Issue.10
, pp. 2213-2249
-
-
Liu, T.1
Tao, D.2
Xu, D.3
-
16
-
-
34548583274
-
A tutorial on spectral clustering
-
U. Von Luxburg, "A tutorial on spectral clustering, " Statist. Comput., vol. 17, no. 4, pp. 395-416, 2007.
-
(2007)
Statist. Comput
, vol.17
, Issue.4
, pp. 395-416
-
-
Luxburg, U.V.1
-
17
-
-
79955449578
-
A survey: Clustering ensembles techniques
-
Feb
-
R. Ghaemi, M. N. Sulaiman, H. Ibrahim, and N. Mustapha, "A survey: Clustering ensembles techniques, " World Acad. Sci. Eng. Technol., vol. 50, pp. 636-645, Feb. 2009.
-
(2009)
World Acad. Sci. Eng. Technol.
, vol.50
, pp. 636-645
-
-
Ghaemi, R.1
Sulaiman, M.N.2
Ibrahim, H.3
Mustapha, N.4
-
18
-
-
0036931833
-
Cluster ensembles-A knowledge reuse framework for combining partitionings
-
AB, Canada, Jul
-
A. Strehl and J. Ghosh, "Cluster ensembles-A knowledge reuse framework for combining partitionings, " in Proc. AAAI, Edmonton, AB, Canada, Jul. 2002, pp. 93-99.
-
(2002)
Proc. AAAI, Edmonton
, pp. 93-99
-
-
Strehl, A.1
Ghosh, J.2
-
19
-
-
0042763812
-
Reinterpreting the category utility function
-
Nov
-
B. Mirkin, "Reinterpreting the category utility function, " Mach. Learn., vol. 45, no. 2, pp. 219-228, Nov. 2001.
-
(2001)
Mach. Learn.
, vol.45
, Issue.2
, pp. 219-228
-
-
Mirkin, B.1
-
20
-
-
2942558961
-
A mixture model for clustering ensembles
-
Lake Buena Vista, FL, USA, Apr
-
A. P. Topchy, A. K. Jain, and W. F. Punch, "A mixture model for clustering ensembles, " in Proc. SIAM Int. Conf. Data Mining, Lake Buena Vista, FL, USA, Apr. 2004, pp. 379-390.
-
(2004)
Proc. SIAM Int. Conf. Data Mining
, pp. 379-390
-
-
Topchy, A.P.1
Jain, A.K.2
Punch, W.F.3
-
21
-
-
79551693227
-
Bayesian cluster ensembles
-
Feb
-
H. Wang, H. Shan, and A. Banerjee, "Bayesian cluster ensembles, " Statist. Anal. Data Mining, vol. 4, no. 1, pp. 54-70, Feb. 2011.
-
(2011)
Statist. Anal. Data Mining
, vol.4
, Issue.1
, pp. 54-70
-
-
Wang, H.1
Shan, H.2
Banerjee, A.3
-
22
-
-
70349238123
-
Combining multiple weak clusterings
-
FL, USA, Nov
-
A. Topchy, A. K. Jain, and W. Punch, "Combining multiple weak clusterings, " in Proc. 3rd IEEE Int. Conf. Data Mining, Melbourne, FL, USA, Nov. 2003, pp. 331-338.
-
(2003)
Proc. 3rd IEEE Int. Conf. Data Mining, Melbourne
, pp. 331-338
-
-
Topchy, A.1
Jain, A.K.2
Punch, W.3
-
23
-
-
1942517297
-
Random projection for high dimensional data clustering: A cluster ensemble approach
-
Washington, DC, USA, Aug
-
X. Z. Fern and C. E. Brodley, "Random projection for high dimensional data clustering: A cluster ensemble approach, " in Proc. Int. Conf. Mach. Learn., Washington, DC, USA, Aug. 2003, pp. 186-193.
-
(2003)
Proc. Int. Conf. Mach. Learn.
, pp. 186-193
-
-
Fern, X.Z.1
Brodley, C.E.2
-
24
-
-
15744388753
-
Using diversity in cluster ensembles
-
The Hague, The Netherlands, Oct
-
L. I. Kuncheva and S. T. Hadjitodorov, "Using diversity in cluster ensembles, " in Proc. IEEE Int. Conf. Syst., Man, Cybern., The Hague, The Netherlands, Oct. 2004, pp. 1214-1219.
-
(2004)
Proc. IEEE Int. Conf. Syst., Man, Cybern.
, pp. 1214-1219
-
-
Kuncheva, L.I.1
Hadjitodorov, S.T.2
-
25
-
-
80053392066
-
Clustering algorithm based on max-min distance and dynamic tunneling
-
Jan
-
L. Jia, "Clustering algorithm based on max-min distance and dynamic tunneling, " Comput. Eng. Design, vol. 31, no. 8, pp. 1775-1778, Jan. 2010.
-
(2010)
Comput. Eng. Design
, vol.31
, Issue.8
, pp. 1775-1778
-
-
Jia, L.1
-
26
-
-
0038391443
-
Bagging to improve the accuracy of a clustering procedure
-
Jun
-
S. Dudoit and J. Fridlyand, "Bagging to improve the accuracy of a clustering procedure, " Bioinformatics, vol. 19, no. 9, pp. 1090-1099, Jun. 2003.
-
(2003)
Bioinformatics
, vol.19
, Issue.9
, pp. 1090-1099
-
-
Dudoit, S.1
Fridlyand, J.2
-
27
-
-
84957012677
-
Finding consistent clusters in data partitions
-
Cambridge, U.K. Jul
-
A. Fred, "Finding consistent clusters in data partitions, " in Proc. Int. Workshop Multiple Classifier Syst., Cambridge, U.K., Jul. 2001, pp. 309-318.
-
(2001)
Proc. Int. Workshop Multiple Classifier Syst
, pp. 309-318
-
-
Fred, A.1
-
28
-
-
67549123292
-
Weighted cluster ensembles: Methods and analysis
-
Jan
-
C. Domeniconi and M. Al-Razgan, "Weighted cluster ensembles: Methods and analysis, " ACM Trans. Knowl. Discovery Data, vol. 2, no. 4, p. 17, Jan. 2009.
-
(2009)
ACM Trans. Knowl. Discovery Data
, vol.2
, Issue.4
, pp. 17
-
-
Domeniconi, C.1
Al-Razgan, M.2
-
29
-
-
79957585617
-
A survey of clustering ensemble algorithms
-
S. Vega-Pons and J. Ruiz-Shulcloper, "A survey of clustering ensemble algorithms, " Int. J. Pattern Recognit. Artif. Intell., vol. 25, no. 3, pp. 337-372, 2011.
-
(2011)
Int. J. Pattern Recognit. Artif. Intell
, vol.25
, Issue.3
, pp. 337-372
-
-
Vega-Pons, S.1
Ruiz-Shulcloper, J.2
-
30
-
-
79959532395
-
Graph regularized nonnegative matrix factorization for data representation
-
Aug
-
D. Cai, X. He, J. Han, and T. S. Huang, "Graph regularized nonnegative matrix factorization for data representation, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 8, pp. 1548-1560, Aug. 2011.
-
(2011)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.33
, Issue.8
, pp. 1548-1560
-
-
Cai, D.1
He, X.2
Han, J.3
Huang, T.S.4
-
31
-
-
44649105615
-
Unsupervised feature selection using clustering ensembles and population based incremental learning algorithm
-
Sep
-
Y. Hong, S. Kwong, Y. Chang, and Q. Ren, "Unsupervised feature selection using clustering ensembles and population based incremental learning algorithm, " Pattern Recognit., vol. 41, no. 9, pp. 2742-2756, Sep. 2008.
-
(2008)
Pattern Recognit
, vol.41
, Issue.9
, pp. 2742-2756
-
-
Hong, Y.1
Kwong, S.2
Chang, Y.3
Ren, Q.4
-
32
-
-
0442296539
-
Bagging for path-based clustering
-
Nov
-
B. Fischer and J. M. Buhmann, "Bagging for path-based clustering, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 11, pp. 1411-1415, Nov. 2003.
-
(2003)
IEEE Trans. Pattern Anal. Mach., Intell
, vol.25
, Issue.11
, pp. 1411-1415
-
-
Fischer, B.1
Buhmann, J.M.2
-
33
-
-
46849122463
-
Clustering ensembles using genetic algorithm
-
Montreal, QC, Canada, Aug
-
J. Azimi, M. Mohammadi, A. Movaghar, and M. Analoui, "Clustering ensembles using genetic algorithm, " in Proc. Int. Workshop Comput. Archit. Mach. Perception Sens., Montreal, QC, Canada, Aug. 2006, pp. 119-123.
-
(2006)
Proc. Int. Workshop Comput. Archit. Mach. Perception Sens
, pp. 119-123
-
-
Azimi, J.1
Mohammadi, M.2
Movaghar, A.3
Analoui, M.4
-
34
-
-
78650512354
-
Coordination of cluster ensembles via exact methods
-
Feb
-
I. T. Christou, "Coordination of cluster ensembles via exact methods, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 2, pp. 279-293, Feb. 2011.
-
(2011)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.33
, Issue.2
, pp. 279-293
-
-
Christou, I.T.1
-
35
-
-
84958955890
-
Voting-merging: An ensemble method for clustering
-
Vienna, Austria, Aug
-
E. Dimitriadou, A. Weingessel, and K. Hornik, "Voting-merging: An ensemble method for clustering, " in Proc. Int. Conf. Artif. Neural Netw., Vienna, Austria, Aug. 2001, pp. 217-224.
-
(2001)
Proc. Int. Conf. Artif. Neural Netw
, pp. 217-224
-
-
Dimitriadou, E.1
Weingessel, A.2
Hornik, K.3
-
37
-
-
35248893423
-
Finding natural clusters using multi-clusterer combiner based on shared nearest neighbors
-
Jun
-
H. Ayad and M. Kamel, "Finding natural clusters using multi-clusterer combiner based on shared nearest neighbors, " in Proc. Int. Workshop Multiple Classifier Syst., Jun. 2003, pp. 166-175.
-
(2003)
Proc. Int. Workshop Multiple Classifier Syst
, pp. 166-175
-
-
Ayad, H.1
Kamel, M.2
-
38
-
-
10044266281
-
Adaptive clustering ensembles
-
Cambridge, U.K. Aug
-
A. Topchy, B. Minaei-Bidgoli, A. K. Jain, and W. F. Punch, "Adaptive clustering ensembles, " in Proc. 17th Int. Conf. Pattern Recognit., Cambridge, U.K., Aug. 2004, pp. 272-275.
-
(2004)
Proc. 17th Int. Conf. Pattern Recognit.
, pp. 272-275
-
-
Topchy, A.1
Minaei-Bidgoli, B.2
Jain, A.K.3
Punch, W.F.4
-
39
-
-
21244468777
-
Combining multiple clusterings using evidence accumulation
-
Jun
-
A. L. Fred and A. K. Jain, "Combining multiple clusterings using evidence accumulation, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 6, pp. 835-850, Jun. 2005.
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.27
, Issue.6
, pp. 835-850
-
-
Fred, A.L.1
Jain, A.K.2
-
40
-
-
80054932597
-
A link-based approach to the cluster ensemble problem
-
Dec
-
N. Iam-On, T. Boongoen, S. Garrett, and C. Price, "A link-based approach to the cluster ensemble problem, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 12, pp. 2396-2409, Dec. 2011.
-
(2011)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.33
, Issue.12
, pp. 2396-2409
-
-
Iam-On, N.1
Boongoen, T.2
Garrett, S.3
Price, C.4
-
41
-
-
84922836135
-
An improved clustering ensemble method based link analysis
-
Mar
-
Z. F. Hao, L. J. Wang, R. C. Cai, and W. Wen, "An improved clustering ensemble method based link analysis, " World Wide Web, vol. 18, no. 2, pp. 185-195, Mar. 2015.
-
(2015)
World Wide Web
, vol.18
, Issue.2
, pp. 185-195
-
-
Hao, Z.F.1
Wang, L.J.2
Cai, R.C.3
Wen, W.4
-
42
-
-
0041965980
-
Cluster ensembles-A knowledge reuse framework for combining multiple, partitions
-
Dec
-
A. Strehl and J. Ghosh, "Cluster ensembles-A knowledge reuse framework for combining multiple partitions, " J. Mach. Learn. Res., vol. 3, pp. 583-617, Dec. 2002.
-
(2002)
J. Mach. Learn. Res
, vol.3
, pp. 583-617
-
-
Strehl, A.1
Ghosh, J.2
-
43
-
-
38049018137
-
Solving cluster ensemble problems by bipartite graph partitioning
-
Banff, AB, Canada, Jul
-
X. Z. Fern and C. E. Brodley, "Solving cluster ensemble problems by bipartite graph partitioning, " in Proc. 21st Int. Conf. Mach. Learn., Banff, AB, Canada, Jul. 2004, pp. 36-42.
-
(2004)
Proc. 21st Int. Conf. Mach. Learn
, pp. 36-42
-
-
Fern, X.Z.1
Brodley, C.E.2
-
44
-
-
30144442247
-
Clustering ensembles: Models of consensus and weak partitions
-
Dec
-
A. Topchy, A. K. Jain, and W. Punch, "Clustering ensembles: Models of consensus and weak partitions, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 12, pp. 1866-1881, Dec. 2005.
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.27
, Issue.12
, pp. 1866-1881
-
-
Topchy, A.1
Jain, A.K.2
Punch, W.3
-
45
-
-
84896061966
-
A theoretic framework of k-meansbased consensus clustering
-
Beijing, China, Aug
-
J. Wu, H. Liu, H. Xiong, and J. Cao, "A theoretic framework of k-meansbased consensus clustering, " in Proc. Int. Conf. Artif. Intell., Beijing, China, Aug. 2013, pp. 1799-1805.
-
(2013)
Proc. Int. Conf. Artif. Intell
, pp. 1799-1805
-
-
Wu, J.1
Liu, H.2
Xiong, H.3
Cao, J.4
-
46
-
-
78651300615
-
Solving cluster ensemble problems by correlation's matrix & GA
-
Adelaide, SA, Australia, Sep
-
M. Analoui and N. Sadighian, "Solving cluster ensemble problems by correlation's matrix & GA, " in Proc. Int. Conf. Intell. Inf. Process., Adelaide, SA, Australia, Sep. 2007, pp. 227-231.
-
(2007)
Proc. Int. Conf. Intell. Inf. Process
, pp. 227-231
-
-
Analoui, M.1
Sadighian, N.2
-
47
-
-
84878290584
-
Cluster ensemble selection based on a new cluster stability measure
-
Apr
-
H. Alizadeh, B. Minaei-Bidgoli, and H. Parvin, "Cluster ensemble selection based on a new cluster stability measure, " Intell. Data Anal., vol. 18, no. 3, pp. 389-408, Apr. 2014.
-
(2014)
Intell. Data Anal
, vol.18
, Issue.3
, pp. 389-408
-
-
Alizadeh, H.1
Minaei-Bidgoli, B.2
Parvin, H.3
-
48
-
-
0033296944
-
An interior point algorithm for minimum sum-of-squares clustering
-
O. Du Merle, P. Hansen, B. Jaumard, and N. Mladenovíc, "An interior point algorithm for minimum sum-of-squares clustering, " SIAM J. Sci. Comput., vol. 21, no. 4, pp. 1485-1505, 1999.
-
(1999)
SIAM J. Sci. Comput
, vol.21
, Issue.4
, pp. 1485-1505
-
-
Merle, O.D.1
Hansen, P.2
Jaumard, B.3
Mladenovíc, N.4
-
49
-
-
85027923742
-
Successive overrelaxation for laplacian support vector machine
-
Apr
-
Z. Qi, Y. Tian, and Y. Shi, "Successive overrelaxation for Laplacian support vector machine, " IEEE Trans. Neural Netw. Learn. Syst., vol. 26, no. 4, pp. 674-683, Apr. 2015.
-
(2015)
IEEE Trans. Neural Netw. Learn. Syst.
, vol.26
, Issue.4
, pp. 674-683
-
-
Qi, Z.1
Tian, Y.2
Shi, Y.3
-
50
-
-
84944036697
-
Deformed graph laplacian for semisupervised learning
-
Oct
-
C. Gong, T. Liu, D. Tao, K. Fu, E. Tu, and J. Yang, "Deformed graph Laplacian for semisupervised learning, " IEEE Trans. Neural Netw. Learn. Syst., vol. 26, no. 10, pp. 2261-2274, Oct. 2015.
-
(2015)
IEEE Trans. Neural Netw. Learn. Syst
, vol.26
, Issue.10
, pp. 2261-2274
-
-
Gong, C.1
Liu, T.2
Tao, D.3
Fu, K.4
Tu, E.5
Yang, J.6
-
51
-
-
79959579027
-
Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent
-
Jul
-
N. Guan, D. Tao, Z. Luo, and B. Yuan, "Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent, " IEEE Trans. Image Process., vol. 20, no. 7, pp. 2030-2048, Jul. 2011.
-
(2011)
IEEE Trans. Image Process
, vol.20
, Issue.7
, pp. 2030-2048
-
-
Guan, N.1
Tao, D.2
Luo, Z.3
Yuan, B.4
-
52
-
-
0034819175
-
J-means: A new local search heuristic for minimum sum of squares, clustering
-
Feb
-
P. Hansen and N. Mladenovíc, "J-means: A new local search heuristic for minimum sum of squares clustering, " Pattern recognit., vol. 34, no. 2, pp. 405-413, Feb. 2001.
-
(2001)
Pattern Recognit
, vol.34
, Issue.2
, pp. 405-413
-
-
Hansen, P.1
Mladenovíc, N.2
-
53
-
-
33144460268
-
A genetic algorithm using hyper-quadtrees for low-dimensional k-means clustering
-
Apr
-
M. Laszlo and S. Mukherjee, "A genetic algorithm using hyper-quadtrees for low-dimensional k-means clustering, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 4, pp. 533-543, Apr. 2006.
-
(2006)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.28
, Issue.4
, pp. 533-543
-
-
Laszlo, M.1
Mukherjee, S.2
-
54
-
-
7544240596
-
A scatter search approach for the minimum sumof- squares clustering problem
-
May
-
J. A. Pacheco, "A scatter search approach for the minimum sumof- squares clustering problem, " Comput. Oper. Res., vol. 32, no. 5, pp. 1325-1335, May 2005.
-
(2005)
Comput. Oper. Res
, vol.32
, Issue.5
, pp. 1325-1335
-
-
Pacheco, J.A.1
-
55
-
-
34948903793
-
Object retrieval with large vocabularies and fast spatial matching
-
Jun
-
J. Philbin, O. Chum, M. Isard, J. Sivic, and A. Zisserman, "Object retrieval with large vocabularies and fast spatial matching, " in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2007, pp. 1-8.
-
(2007)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit
, pp. 1-8
-
-
Philbin, J.1
Chum, O.2
Isard, M.3
Sivic, J.4
Zisserman, A.5
-
56
-
-
84911439181
-
Triangulation embedding and democratic aggregation for image search
-
Columbus, OH, USA, Jun
-
H. Jegou and A. Zisserman, "Triangulation embedding and democratic aggregation for image search, " in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Columbus, OH, USA, Jun. 2014, pp. 3310-3317.
-
(2014)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit
, pp. 3310-3317
-
-
Jegou, H.1
Zisserman, A.2
-
57
-
-
85027928003
-
Topology-based clustering using polar self-organizing map
-
Apr
-
L. Xu, T. W. S. Chow, and E. W. M. Ma, "Topology-based clustering using polar self-organizing map, " IEEE Trans. Neural Netw. Learn. Syst., vol. 26, no. 4, pp. 798-808, Apr. 2015.
-
(2015)
IEEE Trans. Neural Netw. Learn. Syst
, vol.26
, Issue.4
, pp. 798-808
-
-
Xu, L.1
Chow, T.W.S.2
Ma, E.W.M.3
-
58
-
-
84960497436
-
Multi-view intact space learning
-
Dec
-
C. Xu, D. Tao, and C. Xu, "Multi-view intact space learning, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 37, no. 12, pp. 2531-2544, Dec. 2015.
-
(2015)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.37
, Issue.12
, pp. 2531-2544
-
-
Xu, C.1
Tao, D.2
Xu, C.3
-
59
-
-
84903289127
-
Clustering by fast search and find of density peaks
-
Jun
-
A. Rodriguez and A. Laio, "Clustering by fast search and find of density peaks, " Science, vol. 344, no. 6191, pp. 1492-1496, Jun. 2014.
-
(2014)
Science
, vol.344
, Issue.6191
, pp. 1492-1496
-
-
Rodriguez, A.1
Laio, A.2
-
60
-
-
0031281221
-
Variable neighborhood search
-
Nov
-
N. Mladenovíc and P. Hansen, "Variable neighborhood search, " Comput. Oper. Res., vol. 24, no. 11, pp. 1097-1100, Nov. 1997.
-
(1997)
Comput. Oper. Res
, vol.24
, Issue.11
, pp. 1097-1100
-
-
Mladenovíc, N.1
Hansen, P.2
-
61
-
-
0032202775
-
Deterministic annealing for clustering, compression, classification, regression, and related optimization problems
-
Nov
-
K. Rose, "Deterministic annealing for clustering, compression, classification, regression, and related optimization problems, " Proc. IEEE, vol. 86, no. 11, pp. 2210-2239, Nov. 1998.
-
(1998)
Proc. IEEE
, vol.86
, Issue.11
, pp. 2210-2239
-
-
Rose, K.1
-
62
-
-
84969135721
-
K-means++: The advantages of careful seeding
-
New Orleans, LA, USA, Jan
-
D. Arthur and S. Vassilvitskii, "k-means++: The advantages of careful seeding, " in Proc. ACM-SIAM Symp. Discrete Algorithms, New Orleans, LA, USA, Jan. 2007, pp. 1027-1035.
-
(2007)
Proc. ACM-SIAM Symp. Discrete Algorithms
, pp. 1027-1035
-
-
Arthur, D.1
Vassilvitskii, S.2
-
63
-
-
84887020048
-
Ensemble clustering by means of clustering embedding in vector spaces
-
Feb
-
L. Franek and X. Jiang, "Ensemble clustering by means of clustering embedding in vector spaces, " Pattern Recognit., vol. 47, no. 2, pp. 833-842, Feb. 2014.
-
(2014)
Pattern Recognit
, vol.47
, Issue.2
, pp. 833-842
-
-
Franek, L.1
Jiang, X.2
-
64
-
-
84953885329
-
Multi-view learning with incomplete views
-
Dec
-
C. Xu, D. Tao, and C. Xu, "Multi-view learning with incomplete views, " IEEE Trans. Image Process., vol. 24, no. 12, pp. 5812-5825, Dec. 2015.
-
(2015)
IEEE Trans. Image Process
, vol.24
, Issue.12
, pp. 5812-5825
-
-
Xu, C.1
Tao, D.2
Xu, C.3
|