-
1
-
-
81155126099
-
Learning knowledge bases of multi-objective evolutionary fuzzy systems by simultaneously optimizing accuracy, complexity and partition integrity
-
doi: 10. 1007/s00500-010-0665-0
-
Antonelli M, Ducange P, Lazzerini B, Marcelloni F (2010) Learning knowledge bases of multi-objective evolutionary fuzzy systems by simultaneously optimizing accuracy, complexity and partition integrity. Soft Comput. doi: 10. 1007/s00500-010-0665-0.
-
(2010)
Soft Comput
-
-
Antonelli, M.1
Ducange, P.2
Lazzerini, B.3
Marcelloni, F.4
-
2
-
-
36948999941
-
-
University of California, School of Information and Computer Science, Irvine, CA
-
Asuncion A, Newman DJ (2007) UCI Machine Learning Repository, http://www. ics. uci. edu/mlearn/MLRepository. html, University of California, School of Information and Computer Science, Irvine, CA.
-
(2007)
UCI Machine Learning Repository
-
-
Asuncion, A.1
Newman, D.J.2
-
3
-
-
33645692386
-
A fuzzy approach to partitioning continuous attributes for classification
-
Au W-H, Chan KC, Wong A (2006) A fuzzy approach to partitioning continuous attributes for classification. IEEE Trans Knowl Data Eng 18(5): 715-719.
-
(2006)
IEEE Trans Knowl Data Eng
, vol.18
, Issue.5
, pp. 715-719
-
-
Au, W.-H.1
Chan, K.C.2
Wong, A.3
-
4
-
-
0001677717
-
Controlling the false discovery rate: a practical and powerful approach to multiple testing
-
Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Series B 57: 289-300.
-
(1995)
J R Stat Soc Series B
, vol.57
, pp. 289-300
-
-
Benjamini, Y.1
Hochberg, Y.2
-
6
-
-
2342626638
-
Khiops: a statistical discretization method of continuous attributes
-
Boulle M (2004) Khiops: a statistical discretization method of continuous attributes. Mach Learn 55: 53-69.
-
(2004)
Mach Learn
, vol.55
, pp. 53-69
-
-
Boulle, M.1
-
7
-
-
37749034335
-
On changing continuous attributes into ordered discrete attributes
-
Porto, Portugal
-
Catlett J (1991) On changing continuous attributes into ordered discrete attributes. In: Proceedings of Fifth European Working Session on Learning. Porto, Portugal, pp 164-177.
-
(1991)
Proceedings of Fifth European Working Session on Learning
, pp. 164-177
-
-
Catlett, J.1
-
8
-
-
0026406067
-
Determination of Quantization Intervals in Rule Based Model for Dynamic Systems
-
Charlottesville, VA, USA
-
Chan CC, Bartur C, Srinivasasn A (1991) Determination of Quantization Intervals in Rule Based Model for Dynamic Systems. In: Proceedings of IEEE Conference on System, Man, and Cybernetics. Charlottesville, VA, USA, pp 1719-1723.
-
(1991)
Proceedings of IEEE Conference on System, Man, and Cybernetics
, pp. 1719-1723
-
-
Chan, C.C.1
Bartur, C.2
Srinivasasn, A.3
-
9
-
-
68249161146
-
Feature Selection in Genetic Fuzzy Discretization for Pattern Classification Problems
-
Choi YS, Moon BR (2007) Feature Selection in Genetic Fuzzy Discretization for Pattern Classification Problems. IEICE Trans Inform Syst E90-D(7): 1047-1054.
-
(2007)
IEICE Trans Inform Syst E90-D
, Issue.7
, pp. 1047-1054
-
-
Choi, Y.S.1
Moon, B.R.2
-
11
-
-
85139983802
-
Supervised and unsupervised discretization of continuous features
-
Tahoe City, California, USA
-
Dougherty J, Kohavi R, Sahami M (1995) Supervised and unsupervised discretization of continuous features. In: Proceedings of the Twelfth International Conference on Machine Learning, Tahoe City, California, USA, pp 194-202.
-
(1995)
Proceedings of the Twelfth International Conference on Machine Learning
, pp. 194-202
-
-
Dougherty, J.1
Kohavi, R.2
Sahami, M.3
-
13
-
-
0002433547
-
From data mining to Knoweledge Discovery: An Overview
-
U. M. Fayyad, G Piatetsky-Shapiro, P Smyth P, Uthrusamy R (eds.), AAAI/MIT Press, Massachusetts
-
Fayyad UM, Piatetsky-Shapiro G, Smyth P (1996) From data mining to Knoweledge Discovery: An Overview. In: Advances in Knoweledge Discovery and Data Mining, U. M. Fayyad, G Piatetsky-Shapiro, P Smyth P, Uthrusamy R (eds.), AAAI/MIT Press, Massachusetts, pp 1-34.
-
(1996)
Advances in Knoweledge Discovery and Data Mining
, pp. 1-34
-
-
Fayyad, U.M.1
Piatetsky-Shapiro, G.2
Smyth, P.3
-
14
-
-
64549120231
-
A study statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability
-
García S, Fernández A, Luengo J, Herrera F (2009) A study statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability. Soft Comput 13(10): 959-977.
-
(2009)
Soft Comput
, vol.13
, Issue.10
, pp. 959-977
-
-
García, S.1
Fernández, A.2
Luengo, J.3
Herrera, F.4
-
16
-
-
76749092270
-
The WEKA Data Mining Software: An Update
-
Hall M, Frank E, Holmes G, Pfahringer B, Reutemann P, Witten IH (2009) The WEKA Data Mining Software: An Update. ACM SIGKDD Explor Newslett 11(1): 10-18.
-
(2009)
ACM SIGKDD Explor Newslett
, vol.11
, Issue.1
, pp. 10-18
-
-
Hall, M.1
Frank, E.2
Holmes, G.3
Pfahringer, B.4
Reutemann, P.5
Witten, I.H.6
-
19
-
-
0027580356
-
Very simple classification rules perform well on most on most commonly used datasets
-
Holte RC (1993) Very simple classification rules perform well on most on most commonly used datasets. Mach Learn 11: 63-90.
-
(1993)
Mach Learn
, vol.11
, pp. 63-90
-
-
Holte, R.C.1
-
20
-
-
0030305457
-
R: A Language for Data Analysis and Graphics
-
Ihaka R, Gentleman R (1996) R: A Language for Data Analysis and Graphics. J Comput Graph Stat 5(3): 299-314. http://www. r-project. org/.
-
(1996)
J Comput Graph Stat
, vol.5
, Issue.3
, pp. 299-314
-
-
Ihaka, R.1
Gentleman, R.2
-
22
-
-
0033728494
-
Hierarchical fuzzy partition for pattern classification with fuzzy if-then rules
-
Kbir MA, Maalmi K, Benslimane R, Benkirane H (2000) Hierarchical fuzzy partition for pattern classification with fuzzy if-then rules. Pattern Recognit Lett 21(6-7): 503-509.
-
(2000)
Pattern Recognit Lett
, vol.21
, Issue.6-7
, pp. 503-509
-
-
Kbir, M.A.1
Maalmi, K.2
Benslimane, R.3
Benkirane, H.4
-
23
-
-
0026995495
-
ChiMerge: Discretization of Numeric Attributes
-
Artificial Intelligence, CA, USA
-
Kerber R (1992) ChiMerge: Discretization of Numeric Attributes. In: Proceedings of Tenth Conf. Artificial Intelligence, CA, USA, pp 123-128.
-
(1992)
Proceedings of Tenth Conf
, pp. 123-128
-
-
Kerber, R.1
-
24
-
-
23844528211
-
Cluster center initialization algorithm for K-means clustering
-
Khan SS, Ahmad A (2004) Cluster center initialization algorithm for K-means clustering. Pattern Recognit Lett 25(11): 1293-1302.
-
(2004)
Pattern Recognit Lett
, vol.25
, Issue.11
, pp. 1293-1302
-
-
Khan, S.S.1
Ahmad, A.2
-
26
-
-
67650439539
-
A Combination Scheme for Fuzzy Partitions Based on Fuzzy Majority Voting Rule
-
Wireless Communications and Trusted Computing. Wuhan, Hubei, China
-
Li Ch (2009) A Combination Scheme for Fuzzy Partitions Based on Fuzzy Majority Voting Rule. In: Proceedings of International Conference on Networks Security, Wireless Communications and Trusted Computing. Wuhan, Hubei, China, pp 675-678.
-
(2009)
Proceedings of International Conference on Networks Security
, pp. 675-678
-
-
Li, C.1
-
28
-
-
67149116745
-
A Selection Model for Optimal Fuzzy Clustering Algorithm and Number of Cluster Based on Competitive Comprehensive Fuzzy Evaluation
-
Li Ch, Wang Y, Zuo Y (2009) A Selection Model for Optimal Fuzzy Clustering Algorithm and Number of Cluster Based on Competitive Comprehensive Fuzzy Evaluation. IEEE Trans Fuzzy Syst 17: 568-577.
-
(2009)
IEEE Trans Fuzzy Syst
, vol.17
, pp. 568-577
-
-
Li, C.1
Wang, Y.2
Zuo, Y.3
-
29
-
-
0031189159
-
Feature Selection via Discretization
-
Liu H, Setiono R (1997) Feature Selection via Discretization. IEEE Trans Knowl Data Eng 9(4): 642-645.
-
(1997)
IEEE Trans Knowl Data Eng
, vol.9
, Issue.4
, pp. 642-645
-
-
Liu, H.1
Setiono, R.2
-
30
-
-
0141688369
-
Discretization: an enabling technique
-
Liu H, Hussain F, Tan CL, Dash M (2002) Discretization: an enabling technique. J Data Min Knowl Discov 6(4): 393-423.
-
(2002)
J Data Min Knowl Discov
, vol.6
, Issue.4
, pp. 393-423
-
-
Liu, H.1
Hussain, F.2
Tan, C.L.3
Dash, M.4
-
33
-
-
84904774073
-
Method of fuzzy additive types for analysis of multidimensional data: I, II
-
Mirkin B, Satarov G (1990) Method of fuzzy additive types for analysis of multidimensional data: I, II. Autom Remote Control 51(5-6): 683-688, 817-821.
-
(1990)
Autom Remote Control
, vol.51
, Issue.5-6
, pp. 683-688
-
-
Mirkin, B.1
Satarov, G.2
-
34
-
-
0344982237
-
Induction of Decision Trees Using Fuzzy Partitions
-
Myles AJ, Brown SD (2003) Induction of Decision Trees Using Fuzzy Partitions. J Chemom 17: 531-536.
-
(2003)
J Chemom
, vol.17
, pp. 531-536
-
-
Myles, A.J.1
Brown, S.D.2
-
35
-
-
0033721904
-
A fuzzy clustering model of data and fuzzy c-means
-
San Antonio, TX, USA
-
Nascimento S, Mirkin B, Moura-Pires F (2000) A fuzzy clustering model of data and fuzzy c-means. In: Proceedings of the IEEE Conference on Fuzzy Systems, San Antonio, TX, USA, pp 302-307.
-
(2000)
Proceedings of the IEEE Conference on Fuzzy Systems
, pp. 302-307
-
-
Nascimento, S.1
Mirkin, B.2
Moura-Pires, F.3
-
36
-
-
0012854618
-
Soft Discretization to Enhance the Continuous Decision Tree Induction
-
Freiburg, Germany
-
Peng YH, Flach PA (2001) Soft Discretization to Enhance the Continuous Decision Tree Induction. In: Proceedings of ECML/PKDD-2001 Workshop IDDM-2001, Freiburg, Germany, pp 109-118.
-
(2001)
Proceedings of ECML/PKDD-2001 Workshop IDDM-2001
, pp. 109-118
-
-
Peng, Y.H.1
Flach, P.A.2
-
38
-
-
33744584654
-
Induction of decision trees
-
Quilan JR (1986) Induction of decision trees. Mach Learn 1: 81-106.
-
(1986)
Mach Learn
, vol.1
, pp. 81-106
-
-
Quilan, J.R.1
-
40
-
-
33947106382
-
A method for initializing the K-means clustering algorithm using kd-tree
-
Redmond SJ, Heneghan C (2007) A method for initializing the K-means clustering algorithm using kd-tree. Pattern Recognit Lett 28: 965-973.
-
(2007)
Pattern Recognit Lett
, vol.28
, pp. 965-973
-
-
Redmond, S.J.1
Heneghan, C.2
-
43
-
-
35748943218
-
A discretization algorithm based on class-attribute contingency coefficient
-
Tsai CJ, Lee CI, Yang WP (2008) A discretization algorithm based on class-attribute contingency coefficient. Inf Sci 178: 714-731.
-
(2008)
Inf Sci
, vol.178
, pp. 714-731
-
-
Tsai, C.J.1
Lee, C.I.2
Yang, W.P.3
-
44
-
-
0028746080
-
Fuzzy decision trees by fuzzy ID3 algorithm and its application to Diagnosis System
-
Orlando, USA
-
Umano M, Okamolo H, Hatono I, Tamura H (1994) Fuzzy decision trees by fuzzy ID3 algorithm and its application to Diagnosis System. In: Proceedings of Third IEEE Intl. Conf. Fuzzy Systems, Orlando, USA, pp 2113-2118.
-
(1994)
Proceedings of Third IEEE Intl. Conf. Fuzzy Systems
, pp. 2113-2118
-
-
Umano, M.1
Okamolo, H.2
Hatono, I.3
Tamura, H.4
-
45
-
-
0036779072
-
Alternative C-means Clustering Algorithm
-
Wu KL, Yang MS (2002) Alternative C-means Clustering Algorithm. Pattern Recognit 35(1): 2267-2278.
-
(2002)
Pattern Recognit
, vol.35
, Issue.1
, pp. 2267-2278
-
-
Wu, K.L.1
Yang, M.S.2
-
46
-
-
58149105659
-
An efficient fuzzy kohonen clustering network algorithm
-
Shandong, China
-
Yang Y, Jia Z, Chang C, Qin X, Li T, Wang H, Zhao J (2008) An efficient fuzzy kohonen clustering network algorithm. In: Proceedings of Fuzzy Systems and Knowledge Discovery, Shandong, China, pp 510-513.
-
(2008)
Proceedings of Fuzzy Systems and Knowledge Discovery
, pp. 510-513
-
-
Yang, Y.1
Jia, Z.2
Chang, C.3
Qin, X.4
Li, T.5
Wang, H.6
Zhao, J.7
-
47
-
-
0016459349
-
The Concept of a Linguistic Variable and its Application to Approximate Reasoning-I
-
Zadeh LA (1975) The Concept of a Linguistic Variable and its Application to Approximate Reasoning-I. Inf Sci 8(3): 199-249.
-
(1975)
Inf Sci
, vol.8
, Issue.3
, pp. 199-249
-
-
Zadeh, L.A.1
|