-
1
-
-
33745445856
-
Weighted clustering ensembles
-
Ghosh J, Lambert D, Skillicorn D, Srivastava J eds, Bethesda, Maryland. SIAM, Philadelphia, pp
-
Al-Razgan M, Domeniconi C (2006) Weighted clustering ensembles. In: Ghosh J, Lambert D, Skillicorn D, Srivastava J (eds) Proc the 6th SIAM Int Conf Data Mining, Bethesda, Maryland. SIAM, Philadelphia, pp 258-269
-
(2006)
Proc the 6th SIAM Int Conf Data Mining
, pp. 258-269
-
-
Al-Razgan, M.1
Domeniconi, C.2
-
2
-
-
35248893423
-
Finding natural clusters using multi-clusterer combiner based on shared nearest neighbors
-
Windeatt T, Roli F eds, Guildford, UK. Springer, Berlin/Heidelberg, pp
-
Ayad H, Kamel MS (2003) Finding natural clusters using multi-clusterer combiner based on shared nearest neighbors. In: Windeatt T, Roli F (eds) Proc the 4th Int Workshop Multiple Classifier Syst, Guildford, UK. Springer, Berlin/Heidelberg, pp 166-175
-
(2003)
Proc the 4th Int Workshop Multiple Classifier Syst
, pp. 166-175
-
-
Ayad, H.1
Kamel, M.S.2
-
3
-
-
36448962361
-
Cumulative voting consensus method for partitions with variable number of clusters
-
Ayad H, Kamel M (2007) Cumulative voting consensus method for partitions with variable number of clusters. IEEE Trans Pattern Analysis Mach Intell 30:160-173
-
(2007)
IEEE Trans Pattern Analysis Mach Intell
, vol.30
, pp. 160-173
-
-
Ayad, H.1
Kamel, M.2
-
4
-
-
84878080180
-
Meta clustering
-
Hong Kong, China. IEEE Computer Society, Los Alamitos, pp
-
Caruana R, Elhawary M, Nguyen N, Smith C (2006) Meta clustering. In: Proc the 6th IEEE Int Conf Data Mining, Hong Kong, China. IEEE Computer Society, Los Alamitos, pp 107-118
-
(2006)
Proc the 6th IEEE Int Conf Data Mining
, pp. 107-118
-
-
Caruana, R.1
Elhawary, M.2
Nguyen, N.3
Smith, C.4
-
5
-
-
33745966833
-
Cluster ensemble for gene expression microarray data
-
Canada. IEEE Computer Society, pp
-
de Souto MCP, Silva SCM, Bittencourt VG, de Araujo DSA (2005) Cluster ensemble for gene expression microarray data. In: Proc IEEE Int Joint Conf Neural Networks, Montréal, QB, Canada. IEEE Computer Society, pp 487-492
-
(2005)
Proc IEEE Int Joint Conf Neural Networks, Montréal, QB
, pp. 487-492
-
-
de Souto, M.C.P.1
Silva, S.C.M.2
Bittencourt, V.G.3
de Araujo, D.S.A.4
-
6
-
-
84884293274
-
Weighted evidence accumulation clustering
-
Simoff SJ, Williams GJ, Galloway J, Kolyshkina I eds, Sydney, NSW, Australia. University of Technology, Sydney, pp
-
Duarte FJ, Fred AL, Lourenço A, Rodrigues MF (2005) Weighted evidence accumulation clustering. In: Simoff SJ, Williams GJ, Galloway J, Kolyshkina I (eds) Proc the 4th Australasian Conf Knowl Discovery Data Mining, Sydney, NSW, Australia. University of Technology, Sydney, pp 205-220
-
(2005)
Proc the 4th Australasian Conf Knowl Discovery Data Mining
, pp. 205-220
-
-
Duarte, F.J.1
Fred, A.L.2
Lourenço, A.3
Rodrigues, M.F.4
-
7
-
-
1942517297
-
Random projection for high dimensional data clustering: A cluster ensemble approach
-
Fawcett T, Mishra N eds, Washington, DC, USA. AAAI Press, Menlo Park, pp
-
Fern XZ, Brodley CE (2003) Random projection for high dimensional data clustering: A cluster ensemble approach. In: Fawcett T, Mishra N (eds) Proc the 20th Int Conf Mach Learn, Washington, DC, USA. AAAI Press, Menlo Park, pp 186-193
-
(2003)
Proc the 20th Int Conf Mach Learn
, pp. 186-193
-
-
Fern, X.Z.1
Brodley, C.E.2
-
8
-
-
14344258244
-
Solving cluster ensemble problems by bipartite graph partitioning
-
Brodley CE ed, Banff, AL, Canada. ACM, New York, pp
-
Fern XZ, Brodley CE (2004) Solving cluster ensemble problems by bipartite graph partitioning. In: Brodley CE (ed) Proc the 21st Int Conf Mach Learn, Banff, AL, Canada. ACM, New York, pp 281-288
-
(2004)
Proc the 21st Int Conf Mach Learn
, pp. 281-288
-
-
Fern, X.Z.1
Brodley, C.E.2
-
9
-
-
0344235430
-
Integrating microarray data by consensus clustering
-
Sacramento, CA, USA. IEEE Computer Society, Los Alamitos, p
-
Filkov V, Skiena S (2003) Integrating microarray data by consensus clustering. In: Proc the 15th IEEE Int Conf Tools with Artif Intell, Sacramento, CA, USA. IEEE Computer Society, Los Alamitos, p 418-426
-
(2003)
Proc the 15th IEEE Int Conf Tools with Artif Intell
, pp. 418-426
-
-
Filkov, V.1
Skiena, S.2
-
10
-
-
0031358111
-
Hidden Markov models vs syntactic modeling in object recognition
-
Santa Barbara, CA, USA. IEEE Computer Society, Los Alamitos, pp
-
Fred AL, Marques JS, Jorge PM (1997) Hidden Markov models vs syntactic modeling in object recognition. In: Proc the Int Conf Image Proc, Santa Barbara, CA, USA. IEEE Computer Society, Los Alamitos, pp 893-896
-
(1997)
Proc the Int Conf Image Proc
, pp. 893-896
-
-
Fred, A.L.1
Marques, J.S.2
Jorge, P.M.3
-
11
-
-
84957012677
-
Finding consistent clusters in data partitions
-
Kittler J, Roli F eds, Cambridge, UK. Springer, Berlin/Heidelberg, pp
-
Fred A (2001) Finding consistent clusters in data partitions. In: Kittler J, Roli F (eds) Proc the 2nd Int Workshop Multiple Classifier Syst, Cambridge, UK. Springer, Berlin/Heidelberg, pp 309-318
-
(2001)
Proc the 2nd Int Workshop Multiple Classifier Syst
, pp. 309-318
-
-
Fred, A.1
-
12
-
-
33845229615
-
Data clustering using evidence accumulation
-
Canada. IEEE Computer Society, Washington, pp
-
Fred A, Jain AK (2002) Data clustering using evidence accumulation. In: Proc the 16th Int Conf Pattern Recognition, Quebec, QB, Canada. IEEE Computer Society, Washington, pp 276-280
-
(2002)
Proc the 16th Int Conf Pattern Recognition, Quebec, QB
, pp. 276-280
-
-
Fred, A.1
Jain, A.K.2
-
13
-
-
84951752334
-
Evidence accumulation clustering based on the k-means algorithm
-
Caelli T, Amin A, Duin RPW, Kamel MS, de Ridder D eds, Windsor, Canada. Springer, London, pp
-
Fred A, Jain AK (2002) Evidence accumulation clustering based on the k-means algorithm. In: Caelli T, Amin A, Duin RPW, Kamel MS, de Ridder D (eds) Proc Joint IAPR Int Workshop Structural, Syntactic, and Statistical Pattern Recognition, Windsor, Canada. Springer, London, pp 442-451
-
(2002)
Proc Joint IAPR Int Workshop Structural, Syntactic, and Statistical Pattern Recognition
, pp. 442-451
-
-
Fred, A.1
Jain, A.K.2
-
14
-
-
84962927601
-
Similarity measures and clustering of string patterns
-
Chen D, Cheng X eds, Springer-Verlag, New York, pp
-
Fred A (2002) Similarity measures and clustering of string patterns. In: Chen D, Cheng X (eds) Pattern recognition and string matching. Springer-Verlag, New York, pp 155-194
-
(2002)
Pattern recognition and string matching
, pp. 155-194
-
-
Fred, A.1
-
15
-
-
0042942750
-
Robust data clustering
-
Madison, WI, USA. IEEE Computer Society, Los Alamitos, pp
-
Fred A, Jain AK (2003) Robust data clustering. In: Proc IEEE Computer Society Conf Comp Vision and Pattern Recognition, Madison, WI, USA. IEEE Computer Society, Los Alamitos, pp 128-133
-
(2003)
Proc IEEE Computer Society Conf Comp Vision and Pattern Recognition
, pp. 128-133
-
-
Fred, A.1
Jain, A.K.2
-
18
-
-
34047201719
-
Learning pairwise similarity for data clustering
-
Hong Kong, China. IEEE Computer Society, Washington, pp
-
Fred AL, Jain AK (2006) Learning pairwise similarity for data clustering. In: Proc the 18th Int Conf Pattern Recognition, Hong Kong, China. IEEE Computer Society, Washington, pp 925-928
-
(2006)
Proc the 18th Int Conf Pattern Recognition
, pp. 925-928
-
-
Fred, A.L.1
Jain, A.K.2
-
20
-
-
4544340355
-
Ensemble clustering in medical diagnostics
-
Long R, Antani S, Lee DJ, Nutter B, Zhang M eds, Bethesda, MD, USA. IEEE Computer Society, Los Alamitos, pp
-
Greene D, Tsymbal A, Bolshakova N, Cunningham P (2004) Ensemble clustering in medical diagnostics. In: Long R, Antani S, Lee DJ, Nutter B, Zhang M (eds) Proc the 17th IEEE Symp Comp-Based Medical Syst, Bethesda, MD, USA. IEEE Computer Society, Los Alamitos, pp 576-581
-
(2004)
Proc the 17th IEEE Symp Comp-Based Medical Syst
, pp. 576-581
-
-
Greene, D.1
Tsymbal, A.2
Bolshakova, N.3
Cunningham, P.4
-
21
-
-
42449100235
-
Efficient ensemble methods for document clustering
-
CS-2006-48, Trinity College Dublin
-
Greene D, Cunningham P (2006) Efficient ensemble methods for document clustering. Tech Rep CS-2006-48, Trinity College Dublin
-
(2006)
Tech Rep
-
-
Greene, D.1
Cunningham, P.2
-
26
-
-
42449121668
-
-
Karypis G (2002) Multilevel hypergraph partitioning. Tech Rep 02-25, University of Minnesota
-
Karypis G (2002) Multilevel hypergraph partitioning. Tech Rep 02-25, University of Minnesota
-
-
-
-
27
-
-
15744388753
-
Using diversity in cluster ensembles
-
Man and Cybernetics, The Hague, The Netherlands. IEEE Computer Society, Los Alamitos, pp
-
Kuncheva L, Hadjitodorov ST (2004) Using diversity in cluster ensembles. In: Proc the IEEE Int Conf Syst, Man and Cybernetics, The Hague, The Netherlands. IEEE Computer Society, Los Alamitos, pp 1214-1219
-
(2004)
Proc the IEEE Int Conf Syst
, pp. 1214-1219
-
-
Kuncheva, L.1
Hadjitodorov, S.T.2
-
28
-
-
5044220773
-
Multiobjective data clustering
-
Washington, DC, USA. IEEE Computer Society, Los Alamitos, pp
-
Law M, Topchy A, Jain AK (2004) Multiobjective data clustering. In: Proc the 2004 IEEE Computer Society Conf Comp Vision and Pattern Recognition, Washington, DC, USA. IEEE Computer Society, Los Alamitos, pp 424-430
-
(2004)
Proc the 2004 IEEE Computer Society Conf Comp Vision and Pattern Recognition
, pp. 424-430
-
-
Law, M.1
Topchy, A.2
Jain, A.K.3
-
29
-
-
0035514007
-
Resampling method for unsupervised estimation of cluster validity
-
Levine E, Domany E (2000) Resampling method for unsupervised estimation of cluster validity. Neural Computation 13:2573-2593
-
(2000)
Neural Computation
, vol.13
, pp. 2573-2593
-
-
Levine, E.1
Domany, E.2
-
30
-
-
42449150660
-
Comparison of combination methods using spectral clustering
-
Fred A ed, Porto, Portugal. INSTICC Press, Setúbal, pp
-
Lourenço A, Fred A (2004) Comparison of combination methods using spectral clustering. In: Fred A (ed) Proc the 4th Int Workshop Pattern Recognition in Inf Syst, Porto, Portugal. INSTICC Press, Setúbal, pp 222-234
-
(2004)
Proc the 4th Int Workshop Pattern Recognition in Inf Syst
, pp. 222-234
-
-
Lourenço, A.1
Fred, A.2
-
31
-
-
42449135593
-
String patterns: From single clustering to ensemble methods and validation
-
Fred A, Jain AK eds, Madeira, Portugal. INSTICC Press, Setúbal, pp
-
Lourenço A, Fred A (2007) String patterns: From single clustering to ensemble methods and validation. In: Fred A, Jain AK (eds) Proc the 7th Int Workshop Pattern Recognition in Inf Syst, Funchal, Madeira, Portugal. INSTICC Press, Setúbal, pp 39-48
-
(2007)
Proc the 7th Int Workshop Pattern Recognition in Inf Syst, Funchal
, pp. 39-48
-
-
Lourenço, A.1
Fred, A.2
-
32
-
-
0017638972
-
Stochastic error-correcting syntax analysis for the recognition of noisy patterns
-
Lu SY, Fu KS (1977) Stochastic error-correcting syntax analysis for the recognition of noisy patterns. IEEE Trans Computers 26:1268-1276
-
(1977)
IEEE Trans Computers
, vol.26
, pp. 1268-1276
-
-
Lu, S.Y.1
Fu, K.S.2
-
33
-
-
0017969553
-
A sentence-to-sentence clustering procedure for pattern analysis
-
Lu SY, Fu KS (1978) A sentence-to-sentence clustering procedure for pattern analysis. IEEE Trans Syst, Man and Cybernetics 8:381-389
-
(1978)
IEEE Trans Syst, Man and Cybernetics
, vol.8
, pp. 381-389
-
-
Lu, S.Y.1
Fu, K.S.2
-
35
-
-
3042595860
-
Ensembles of partitions via data resampling
-
Las Vegas, NV, USA. IEEE Computer Society, pp
-
Minaei-Bidgoli B, Topchy A, Punch W (2004) Ensembles of partitions via data resampling. In: Proc Inf Tech: Coding and Computing, Las Vegas, NV, USA. IEEE Computer Society, pp 188-192
-
(2004)
Proc Inf Tech: Coding and Computing
, pp. 188-192
-
-
Minaei-Bidgoli, B.1
Topchy, A.2
Punch, W.3
-
36
-
-
0038724494
-
Consensus clustering: A resampling-based method for class discovery and visualization of gene expression microarray data
-
Monti S, Tamayo P, Mesirov JP, Golub TR (2003) Consensus clustering: A resampling-based method for class discovery and visualization of gene expression microarray data. Mach Learn 52:91-118
-
(2003)
Mach Learn
, vol.52
, pp. 91-118
-
-
Monti, S.1
Tamayo, P.2
Mesirov, J.P.3
Golub, T.R.4
-
37
-
-
84899013108
-
On spectral clustering: Analysis and an algorithm
-
Dietterich TG, Becker S, Ghahramani Z eds, MIT Press, Cambridge, pp
-
Ng AY, Jordan MI, Weiss Y (2002) On spectral clustering: Analysis and an algorithm. In: Dietterich TG, Becker S, Ghahramani Z (eds) Advances in Neural Inf Proc Syst 14. MIT Press, Cambridge, pp 849-856
-
(2002)
Advances in Neural Inf Proc Syst
, vol.14
, pp. 849-856
-
-
Ng, A.Y.1
Jordan, M.I.2
Weiss, Y.3
-
39
-
-
0347918435
-
A resampling approach to cluster validation
-
Hrdle W ed, Berlin, Germany. Physica-Verlag, Heidelberg, pp
-
Roth V, Lange T, Braun M, Buhmann J (2002) A resampling approach to cluster validation. In: Hrdle W (ed) Proc th 15th Symp in Computational Statistics, Berlin, Germany. Physica-Verlag, Heidelberg, pp 123-128
-
(2002)
Proc th 15th Symp in Computational Statistics
, pp. 123-128
-
-
Roth, V.1
Lange, T.2
Braun, M.3
Buhmann, J.4
-
40
-
-
85162007256
-
Ensemble clustering using semidefinite programming
-
Platt JC, Koller D, Singer Y, Roweis S eds, MIT Press, Cambridge
-
Singh V, Mukherjee L, Peng J, Xu J (2008) Ensemble clustering using semidefinite programming. In: Platt JC, Koller D, Singer Y, Roweis S (eds) Advances in Neural Inf Proc Syst 20, MIT Press, Cambridge
-
(2008)
Advances in Neural Inf Proc Syst
, vol.20
-
-
Singh, V.1
Mukherjee, L.2
Peng, J.3
Xu, J.4
-
42
-
-
0036931833
-
Consensus clustering - a knowledge reuse framework to combine clusterings
-
Edmonton, AL, Canada. AAAI/MIT Press, pp
-
Strehl A, Ghosh J (2002) Consensus clustering - a knowledge reuse framework to combine clusterings. In: Proc Conf Artif Intell, Edmonton, AL, Canada. AAAI/MIT Press, pp 93-98
-
(2002)
Proc Conf Artif Intell
, pp. 93-98
-
-
Strehl, A.1
Ghosh, J.2
-
43
-
-
2542587466
-
Relationship-based clustering and visualization for high-dimensional data mining
-
Strehl A, Ghosh J (2003) Relationship-based clustering and visualization for high-dimensional data mining. INFORMS J Computing 15:208-230
-
(2003)
INFORMS J Computing
, vol.15
, pp. 208-230
-
-
Strehl, A.1
Ghosh, J.2
-
44
-
-
3042597062
-
A mixture model of clustering ensembles
-
Lake Buena Vista, FL, USA. SIAM, Philadelphia
-
Topchy A, Jain AK, Punch W (2004) A mixture model of clustering ensembles. In: Proc the 4th SIAM Int Conf Data Mining, Lake Buena Vista, FL, USA. SIAM, Philadelphia
-
(2004)
Proc the 4th SIAM Int Conf Data Mining
-
-
Topchy, A.1
Jain, A.K.2
Punch, W.3
-
45
-
-
42449088789
-
Improving support vector clustering with ensembles
-
Canada, pp
-
Villanueva WJP, Bezerra GBP, Lima CADM, Von Zuben FJ (2005) Improving support vector clustering with ensembles. In: Proc Workshop Achieving Functional Integration of Diverse Neural Models, Montréal, QB, Canada, pp 13-15
-
(2005)
Proc Workshop Achieving Functional Integration of Diverse Neural Models, Montréal, QB
, pp. 13-15
-
-
Villanueva, W.J.P.1
Bezerra, G.B.P.2
Lima, C.A.D.M.3
Von Zuben, F.J.4
|