-
2
-
-
3042512276
-
Knowledge discovery in databases terminology
-
U. M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, Eds.: The MIT Press
-
W. Klosgen and J. M. Zytkow, "Knowledge discovery in databases terminology," in Advances in Knowledge Discovery and Data Mining, U. M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, Eds.: The MIT Press, 1996, pp. 573-92.
-
(1996)
Advances in Knowledge Discovery and Data Mining
, pp. 573-592
-
-
Klosgen, W.1
Zytkow, J.M.2
-
6
-
-
38849185205
-
A case study in knowledge acquisition for insurance risk assessment using a KDD methodology
-
Sydney, Australia
-
G. J. Williams and Z. Huang, "A case study in knowledge acquisition for insurance risk assessment using a KDD methodology," in Pacific Rim Knowledge Acquisition Workshop, Sydney, Australia, 1996, pp. 117-29.
-
(1996)
Pacific Rim Knowledge Acquisition Workshop
, pp. 117-129
-
-
Williams, G.J.1
Huang, Z.2
-
7
-
-
0003578015
-
-
Heinemann Educational Books Ltd
-
B. Everitt, Cluster Analysis. Heinemann Educational Books Ltd., 1974.
-
(1974)
Cluster Analysis
-
-
Everitt, B.1
-
8
-
-
0020783239
-
Automated construction of classifications: Conceptual clustering versus numerical taxonomy
-
PAMI-5, July
-
R. S. Michalski and R. E. Stepp, "Automated construction of classifications: Conceptual clustering versus numerical taxonomy," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. PAMI-5, pp. 396-410, July 1983.
-
(1983)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.l
, pp. 396-410
-
-
Michalski, R.S.1
Stepp, R.E.2
-
9
-
-
0343442766
-
Knowledge acquisition via incremental conceptual clustering
-
D. H. Fisher, "Knowledge acquisition via incremental conceptual clustering," in Machine Learning. vol. 2(2), 1987, pp. 139-72.
-
(1987)
Machine Learning
, vol.2
, Issue.2
, pp. 139-172
-
-
Fisher, D.H.1
-
10
-
-
33750516992
-
On the Theory of Scales of Measurement
-
S. S. Stevens, "On the Theory of Scales of Measurement," Science, vol. 103, pp. 677-680, 1946.
-
(1946)
Science
, vol.103
, pp. 677-680
-
-
Stevens, S.S.1
-
11
-
-
0014534297
-
A new approach to clustering
-
E. H. Ruspini, "A new approach to clustering ." Information and Control, vol. 15, pp. 22-32, 1969.
-
(1969)
Information and Control
, vol.15
, pp. 22-32
-
-
Ruspini, E.H.1
-
14
-
-
0014810305
-
Numerical methods for fuzzy clustering
-
E. Ruspini, "Numerical methods for fuzzy clustering," Information Sciences, vol. 2, pp. 319-50, 1970.
-
(1970)
Information Sciences
, vol.2
, pp. 319-350
-
-
Ruspini, E.1
-
15
-
-
0000881417
-
Numerical classification of proximity data with assignment measures
-
M. P. Windham, "Numerical classification of proximity data with assignment measures," Journal of Classification, vol. 2, pp. 157-72, 1985.
-
(1985)
Journal of Classification
, vol.2
, pp. 157-172
-
-
Windham, M.P.1
-
16
-
-
0001167440
-
Pattern classification problems and fuzzy sets
-
M. Roubens, "Pattern classification problems and fuzzy sets," Fuzzy Sets and Systems, vol. 1, pp. 239-53, 1978.
-
(1978)
Fuzzy Sets and Systems
, vol.1
, pp. 239-253
-
-
Roubens, M.1
-
17
-
-
0026358283
-
Numerical comparison of the RFCM and AP Algorithms for clustering relational data
-
J. C. Bezdek, R. J. Hathaway, and M. P. Windham, "Numerical comparison of the RFCM and AP Algorithms for clustering relational data," Pattern Recognition, vol. 24, pp. 783-91, 1991.
-
(1991)
Pattern Recognition
, vol.24
, pp. 783-791
-
-
Bezdek, J.C.1
Hathaway, R.J.2
Windham, M.P.3
-
19
-
-
0002318328
-
Clustering categorical data: An approach based on dynamical systems
-
D. Gibson, J. Kleinberg, and P. Raghavan, "Clustering categorical data: An approach based on dynamical systems," in 24rd VLDB Conference 1998, pp. 311-22.
-
(1998)
24rd VLDB Conference
, pp. 311-322
-
-
Gibson, D.1
Kleinberg, J.2
Raghavan, P.3
-
20
-
-
27144536001
-
Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values
-
Z. Huang, "Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values," Data Mining and Knowledge Discovery, vol. 2, pp. 283-304, 1998.
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, pp. 283-304
-
-
Huang, Z.1
-
21
-
-
0002161595
-
CACTUS - clustering categorical data using summaries
-
V. Ganti, J. Gehrke, and R. Ramakrishnan, "CACTUS - clustering categorical data using summaries," in Fifth ACM SIGKDD, 1999, pp. 73-83.
-
(1999)
Fifth ACM SIGKDD
, pp. 73-83
-
-
Ganti, V.1
Gehrke, J.2
Ramakrishnan, R.3
-
22
-
-
0034228041
-
ROCK A robust clustering algorithm for categorical attributes
-
S. Guha, R. Rastogi, and K. Shim, "ROCK A robust clustering algorithm for categorical attributes," Information Systems, vol. 25, pp. 345-66, 2000.
-
(2000)
Information Systems
, vol.25
, pp. 345-366
-
-
Guha, S.1
Rastogi, R.2
Shim, K.3
-
23
-
-
0031256803
-
Classification of binary vectors by stochastic complexity
-
M. Gyllenberg, Koski, T, & Verlaan, M., "Classification of binary vectors by stochastic complexity," Journal of Multivariate Analysis, pp. 47-72, 1947.
-
(1947)
Journal of Multivariate Analysis
, pp. 47-72
-
-
Gyllenberg, M.1
Koski, T.2
Verlaan, M.3
-
24
-
-
0025902445
-
Symbolic clustering using a new dissimilarity measure
-
K. Gowda and E. Diday, "Symbolic clustering using a new dissimilarity measure," Pattern Recognition, vol. 24, pp. 567-578, 1991.
-
(1991)
Pattern Recognition
, vol.24
, pp. 567-578
-
-
Gowda, K.1
Diday, E.2
-
25
-
-
0032074027
-
Fuzzy clustering for symbolic data
-
Y. El-Sonbaty and M. A. Ismail, "Fuzzy clustering for symbolic data," Fuzzy Systems, IEEE Transactions on, vol. 6, pp. 195-204, 1998.
-
(1998)
Fuzzy Systems, IEEE Transactions on
, vol.6
, pp. 195-204
-
-
El-Sonbaty, Y.1
Ismail, M.A.2
-
26
-
-
0032595161
-
A fuzzy k-modes algorithm for clustering categorical data
-
Z. Huang and M. K. Ng, "A fuzzy k-modes algorithm for clustering categorical data," Fuzzy Systems, IEEE Transactions on, vol. 7, pp. 446-52, 1999.
-
(1999)
Fuzzy Systems, IEEE Transactions on
, vol.7
, pp. 446-452
-
-
Huang, Z.1
Ng, M.K.2
-
28
-
-
0346778567
-
Fuzzy clustering algorithms for mixed feature variables
-
M.-S. Yang, P.-Y. Hwang, and D.-H. Chen, "Fuzzy clustering algorithms for mixed feature variables," Fuzzy Sets and Systems, vol. 141, pp. 301-317, 2004.
-
(2004)
Fuzzy Sets and Systems
, vol.141
, pp. 301-317
-
-
Yang, M.-S.1
Hwang, P.-Y.2
Chen, D.-H.3
-
29
-
-
1242330337
-
A GA-based clustering algorithm for large data sets with mixed numeric and categorical values
-
Beijing, China
-
J. Li, X. Gao, and L. Jiao, "A GA-based clustering algorithm for large data sets with mixed numeric and categorical values," in The International Society for Optical Engineering Multispectral Image Processing and Pattern Recognition,. vol. 5286 Beijing, China, 2003, pp. 171-4.
-
(2003)
The International Society for Optical Engineering Multispectral Image Processing and Pattern Recognition
, vol.5286
, pp. 171-174
-
-
Li, J.1
Gao, X.2
Jiao, L.3
-
30
-
-
27144506737
-
Clustering Nominal and Numberical Data: A New Distance Concept for a Hybrid Genetic Algorithm
-
L. Vermeulen-Jourdan, C. Dhaenens, and E. G. Talbi, "Clustering Nominal and Numberical Data: A New Distance Concept for a Hybrid Genetic Algorithm," in EvoCOP, 2004, pp. 220-229.
-
(2004)
EvoCOP
, pp. 220-229
-
-
Vermeulen-Jourdan, L.1
Dhaenens, C.2
Talbi, E.G.3
-
33
-
-
33744768841
-
An alternative extension of the k-means algorithm for clustering categorical data
-
O. M. San, V.-N. Huynh, and Y. Nakamori, "An alternative extension of the k-means algorithm for clustering categorical data," International Journal of Applied Mathematics and Computing Science, vol. 14, pp. 241-7, 2004.
-
(2004)
International Journal of Applied Mathematics and Computing Science
, vol.14
, pp. 241-247
-
-
San, O.M.1
Huynh, V.-N.2
Nakamori, Y.3
-
35
-
-
33749642818
-
Clustering based on compressed data for categorical and mixed attributes, Hong Kong
-
E. Rendon and J. S. Sanchez, "Clustering based on compressed data for categorical and mixed attributes," Hong Kong, China, 2006, pp. 817-25.
-
(2006)
China
, pp. 817-825
-
-
Rendon, E.1
Sanchez, J.S.2
-
36
-
-
33845370915
-
Cluster ensemble method for databases with mixed numeric and categorical values
-
Y. Zhao, B. Li, X. Li, W. Liu, and S. Ren, "Cluster ensemble method for databases with mixed numeric and categorical values," Journal of Tsinghua University (Science and Technology), vol. 46, pp. 1673-6, 2006.
-
(2006)
Journal of Tsinghua University (Science and Technology)
, vol.46
, pp. 1673-1676
-
-
Zhao, Y.1
Li, B.2
Li, X.3
Liu, W.4
Ren, S.5
-
37
-
-
33646760317
-
Projected clustering for categorical datasets
-
R. S. Ramakrishna and K. Minho, "Projected clustering for categorical datasets," Pattern Recognition Letters, vol. 27, pp. 1405-17, 2006.
-
(2006)
Pattern Recognition Letters
, vol.27
, pp. 1405-1417
-
-
Ramakrishna, R.S.1
Minho, K.2
-
38
-
-
33751059289
-
CLUC: a natural clustering algorithm for categorical datasets based on cohesion, Dijon
-
A. Nemalhabib and N. Shiri, "CLUC: a natural clustering algorithm for categorical datasets based on cohesion," Dijon, France, 2006, pp. 637-8.
-
(2006)
France
, pp. 637-638
-
-
Nemalhabib, A.1
Shiri, N.2
-
39
-
-
33750473714
-
A method to compute distance between two categorical values of same attribute in unsupervised learning for categorical data set
-
A. Ahmad and L. Dey, "A method to compute distance between two categorical values of same attribute in unsupervised learning for categorical data set," Pattern Recognition Letters, vol. 28, pp. 110-18, 2007.
-
(2007)
Pattern Recognition Letters
, vol.28
, pp. 110-118
-
-
Ahmad, A.1
Dey, L.2
-
40
-
-
43849106820
-
Bi-level clustering of mixed categorical and numerical biomedical data
-
B. Andreopoulos, A. An, and X. Wang, "Bi-level clustering of mixed categorical and numerical biomedical data," International Journal of Data Mining and Bioinformatics, vol. 1, pp. 19-56, 2006.
-
(2006)
International Journal of Data Mining and Bioinformatics
, vol.1
, pp. 19-56
-
-
Andreopoulos, B.1
An, A.2
Wang, X.3
-
41
-
-
0029415780
-
A conceptual version of the K-means algorithm
-
H. Ralambondrainy, "A conceptual version of the K-means algorithm," Pattern Recognition Letters, vol. 16, pp. 1147-57, 1995.
-
(1995)
Pattern Recognition Letters
, vol.16
, pp. 1147-1157
-
-
Ralambondrainy, H.1
-
42
-
-
0001330098
-
A general coefficient of similarity and some of its properties
-
J. C. Gower, "A general coefficient of similarity and some of its properties," Biometrics, vol. 27, pp. 857-871, 1971.
-
(1971)
Biometrics
, vol.27
, pp. 857-871
-
-
Gower, J.C.1
-
43
-
-
0016079303
-
Clinical pure types as a fuzzy partition
-
M. A. Woodbury, and J.Clive, " Clinical pure types as a fuzzy partition," Journal of Cybernetics, vol. 4, pp. 111-121, 1974.
-
(1974)
Journal of Cybernetics
, vol.4
, pp. 111-121
-
-
Woodbury, M.A.1
Clive, J.2
-
45
-
-
34250297158
-
Nonmetric individual differences multidimensional scaling: an alternative least squares method with optimal scaling features
-
Y. Takane, F. Young, and J. De Leeuw, "Nonmetric individual differences multidimensional scaling: an alternative least squares method with optimal scaling features," Psychometrika, vol. 42, pp. 7-67, 1976.
-
(1976)
Psychometrika
, vol.42
, pp. 7-67
-
-
Takane, Y.1
Young, F.2
De Leeuw, J.3
-
46
-
-
84950632109
-
Objective Criteria for the Evaluation of Clustering Methods
-
W. M. Rand, "Objective Criteria for the Evaluation of Clustering Methods," Journal of the American Statistical Association, vol. 66, pp. 846-50, 1971.
-
(1971)
Journal of the American Statistical Association
, vol.66
, pp. 846-850
-
-
Rand, W.M.1
-
48
-
-
2442426129
-
Minimum Entropy Clustering and Applications to Gene Expression Analysis
-
H. Li, K. Zhang, and T. Jiang, "Minimum Entropy Clustering and Applications to Gene Expression Analysis," in IEEE Computational Systems Bioinformatics Conference, 2004, pp. 142-151.
-
(2004)
IEEE Computational Systems Bioinformatics Conference
, pp. 142-151
-
-
Li, H.1
Zhang, K.2
Jiang, T.3
-
51
-
-
23844536246
-
Fuzzy clustering of categorical data using fuzzy centroids
-
D.-W. Kim, K. H. Lee, and D. Lee, "Fuzzy clustering of categorical data using fuzzy centroids," Pattern Recognition Letters, vol. 25, pp. 1263-71, 2004.
-
(2004)
Pattern Recognition Letters
, vol.25
, pp. 1263-1271
-
-
Kim, D.-W.1
Lee, K.H.2
Lee, D.3
-
52
-
-
84948872101
-
A study of the comparability of external criteria for hierarchical cluster analysis
-
G. W. Milligan and M. C. Cooper, "A study of the comparability of external criteria for hierarchical cluster analysis.," Multivariate Behavioral Research, vol. 21, pp. 441-58, 1986.
-
(1986)
Multivariate Behavioral Research
, vol.21
, pp. 441-458
-
-
Milligan, G.W.1
Cooper, M.C.2
-
53
-
-
0034800371
-
Principal component analysis for clustering gene expression data
-
K. Y. Yeung and W. L. Ruzzo, "Principal component analysis for clustering gene expression data," Bioinformatics, vol. 17, pp. 763-774, 2001
-
(2001)
Bioinformatics
, vol.17
, pp. 763-774
-
-
Yeung, K.Y.1
Ruzzo, W.L.2
-
55
-
-
77952855978
-
-
UCI Machine Learning Repository
-
"UCI Machine Learning Repository," http://mlearn.ics.uci.edu/MLRepository.html.
-
(2000)
-
-
-
57
-
-
0023417432
-
Simplifying decision trees
-
R. Quinlan, "Simplifying decision trees," Int J Man-Machine Studies vol. 27, pp. 221-234, 1987.
-
(1987)
Int J Man-Machine Studies
, vol.27
, pp. 221-234
-
-
Quinlan, R.1
-
58
-
-
33646587836
-
-
Thompson Rivers University, Kamloops, Canada, Report BRO 2005 Department of Computing Science, Thompson Rivers University
-
R. K. Brouwer, "A Method for Obtaining a Fuzzy Set Covering for Ordinal Attributes for Use in Fuzzy Clustering," Thompson Rivers University, Kamloops, Canada, Report BRO 2005 Department of Computing Science, Thompson Rivers University, 2005.
-
(2005)
A Method for Obtaining a Fuzzy Set Covering for Ordinal Attributes for Use in Fuzzy Clustering
-
-
Brouwer, R.K.1
-
60
-
-
46249121564
-
A Method for Fuzzy Clustering with Ordinal Attributes Replaced by Fuzzy Set Parameters
-
R. K. Brouwer, "A Method for Fuzzy Clustering with Ordinal Attributes Replaced by Fuzzy Set Parameters," in 3rd International IEEE Conference on Intelligent Systems, 2006, pp. 553-8.
-
(2006)
3rd International IEEE Conference on Intelligent Systems
, pp. 553-558
-
-
Brouwer, R.K.1
-
61
-
-
44349141733
-
Fuzzy Clustering of Feature Vectors with some Ordinal Valued Attributes Using Gradient Descent for Learning
-
R. K. Brouwer, "Fuzzy Clustering of Feature Vectors with some Ordinal Valued Attributes Using Gradient Descent for Learning," IJUFKS, vol. 6, pp. 195-218, 2008.
-
(2008)
IJUFKS
, vol.6
, pp. 195-218
-
-
Brouwer, R.K.1
-
62
-
-
35148895362
-
-
Thompson Rivers University, Kamloops TR TRU-CS-CIG-2006-01, May 1
-
R. K. Brouwer, "Clustering without Use of Prototypes," Thompson Rivers University, Kamloops TR TRU-CS-CIG-2006-01, May 1 2006.
-
(2006)
Clustering without Use of Prototypes
-
-
Brouwer, R.K.1
|