-
1
-
-
0029242750
-
A method for fuzzy rule extraction directly from numerical data and its application to pattern classification
-
Abe S, Lan MS (1995) A method for fuzzy rule extraction directly from numerical data and its application to pattern classification. IEEE Trans. on Fuzzy Systems 3: 18-28.
-
(1995)
IEEE Trans. on Fuzzy Systems
, vol.3
, pp. 18-28
-
-
Abe, S.1
Lan, M.S.2
-
3
-
-
0036435523
-
Data-driven generation of compact, accurate, and linguistically sound fuzzy classifiers based on a decision-tree initialization
-
Abonyi J, Roubos JA, Szeifert F (2003) Data-driven generation of compact, accurate, and linguistically sound fuzzy classifiers based on a decision-tree initialization. International Journal of Approximate Reasoning 32: 1-21.
-
(2003)
International Journal of Approximate Reasoning
, vol.32
, pp. 1-21
-
-
Abonyi, J.1
Roubos, J.A.2
Szeifert, F.3
-
4
-
-
0037310742
-
Linguistic modeling with hierarchical systems of weighted linguistic rules
-
Alcala R, Cano JR, Cordon O, Herrera F, Villar P, Zwir I (2003) Linguistic modeling with hierarchical systems of weighted linguistic rules. International Journal of Approximate Reasoning 32: 187-215.
-
(2003)
International Journal of Approximate Reasoning
, vol.32
, pp. 187-215
-
-
Alcala, R.1
Cano, J.R.2
Cordon, O.3
Herrera, F.4
Villar, P.5
Zwir, I.6
-
5
-
-
0036683734
-
COR: A methodology to improve ad hoc data-driven linguistic rule learning methods by inducing cooperation among rules
-
Casillas J, Cordon O, Herrera F (2002) COR: A methodology to improve ad hoc data-driven linguistic rule learning methods by inducing cooperation among rules. IEEE Trans. on Systems, Man, and Cybernetics - Part B: Cybernetics 32: 526-537.
-
(2002)
IEEE Trans. on Systems, Man, and Cybernetics - Part B: Cybernetics
, vol.32
, pp. 526-537
-
-
Casillas, J.1
Cordon, O.2
Herrera, F.3
-
6
-
-
0037597549
-
-
Casillas J, Cordon O, Herrera F, Magdalena L eds, Springer, Berlin Heidelberg New York
-
Casillas J, Cordon O, Herrera F, Magdalena L (eds) (2003) Interpretability issues in fuzzy modeling. Springer, Berlin Heidelberg New York.
-
(2003)
Interpretability issues in fuzzy modeling
-
-
-
7
-
-
3543069982
-
-
Casillas J, Cordon O, Herrera F, Magdalena L eds, Springer, Berlin Heidelberg New York
-
Casillas J, Cordon O, Herrera F, Magdalena L (eds) (2003) Accuracy improvements in linguistic fuzzy modeling. Springer, Berlin Heidelberg New York.
-
(2003)
Accuracy improvements in linguistic fuzzy modeling
-
-
-
8
-
-
14644430392
-
Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction
-
Casillas J, Cordon O, del Jesus MJ, Herrera F (2005) Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction. IEEE Trans. on Fuzzy Systems 13: 13-29.
-
(2005)
IEEE Trans. on Fuzzy Systems
, vol.13
, pp. 13-29
-
-
Casillas, J.1
Cordon, O.2
del Jesus, M.J.3
Herrera, F.4
-
9
-
-
0035897955
-
Including a simplicity criterion in the selection of the best rule in a genetic fuzzy learning algorithm
-
Castillo L, Gonzalez A, Perez R (2001) Including a simplicity criterion in the selection of the best rule in a genetic fuzzy learning algorithm. Fuzzy Sets and Systems 120: 309-321.
-
(2001)
Fuzzy Sets and Systems
, vol.120
, pp. 309-321
-
-
Castillo, L.1
Gonzalez, A.2
Perez, R.3
-
10
-
-
1242263791
-
A neuro-fuzzy scheme for simultaneous feature selection and fuzzy rule-based classification
-
Chakraborty D, Pal NR (2004) A neuro-fuzzy scheme for simultaneous feature selection and fuzzy rule-based classification. IEEE Trans. on Neural Networks 15: 110-123.
-
(2004)
IEEE Trans. on Neural Networks
, vol.15
, pp. 110-123
-
-
Chakraborty, D.1
Pal, N.R.2
-
11
-
-
0346781553
-
Ten years of genetic fuzzy systems: Current framework and new trends
-
Cordon O, Gomide F, Herrera F, Hoffmann F, Magdalena L (2004) Ten years of genetic fuzzy systems: Current framework and new trends. Fuzzy Sets and Systems 141: 5-31.
-
(2004)
Fuzzy Sets and Systems
, vol.141
, pp. 5-31
-
-
Cordon, O.1
Gomide, F.2
Herrera, F.3
Hoffmann, F.4
Magdalena, L.5
-
12
-
-
0034207436
-
A proposal for improving the accuracy of linguistic modeling
-
Cordon O, Herrera F (2001) A proposal for improving the accuracy of linguistic modeling. IEEE Trans. on Fuzzy Systems 8: 335-344.
-
(2001)
IEEE Trans. on Fuzzy Systems
, vol.8
, pp. 335-344
-
-
Cordon, O.1
Herrera, F.2
-
14
-
-
0036475811
-
Linguistic modeling by hierarchical systems of linguistic rules
-
Cordon O, Herrera F, Zwir I (2002) Linguistic modeling by hierarchical systems of linguistic rules. IEEE Trans. on Fuzzy Systems 10: 2-20.
-
(2002)
IEEE Trans. on Fuzzy Systems
, vol.10
, pp. 2-20
-
-
Cordon, O.1
Herrera, F.2
Zwir, I.3
-
17
-
-
0033116171
-
SLAVE: A genetic learning system based on an iterative approach
-
Gonzalez A, Perez R (1999) SLAVE: A genetic learning system based on an iterative approach. IEEE Trans. on Fuzzy Systems 7: 176-191.
-
(1999)
IEEE Trans. on Fuzzy Systems
, vol.7
, pp. 176-191
-
-
Gonzalez, A.1
Perez, R.2
-
18
-
-
0035360372
-
Designing fuzzy inference systems from data: An interpretability-oriented review
-
Guillaume S (2001) Designing fuzzy inference systems from data: An interpretability-oriented review. IEEE Trans. on Fuzzy Systems 9: 426-443.
-
(2001)
IEEE Trans. on Fuzzy Systems
, vol.9
, pp. 426-443
-
-
Guillaume, S.1
-
20
-
-
0000938740
-
A learning process for fuzzy control rules using genetic algorithms
-
Herrera F, Lozano M, Verdegay JL (1998) A learning process for fuzzy control rules using genetic algorithms. Fuzzy Sets and Systems 100: 143-158.
-
(1998)
Fuzzy Sets and Systems
, vol.100
, pp. 143-158
-
-
Herrera, F.1
Lozano, M.2
Verdegay, J.L.3
-
21
-
-
0007911636
-
Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms
-
Homaifar A, McCormick E (1995) Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms. IEEE Trans. on Fuzzy Systems 3: 129-139.
-
(1995)
IEEE Trans. on Fuzzy Systems
, vol.3
, pp. 129-139
-
-
Homaifar, A.1
McCormick, E.2
-
23
-
-
0026923902
-
On fuzzy modeling using fuzzy neural networks with the back-propagation algorithm
-
Horikawa S, Furuhashi T, Uchikawa Y (1992) On fuzzy modeling using fuzzy neural networks with the back-propagation algorithm. IEEE Trans. on Neural Networks 3: 801-806.
-
(1992)
IEEE Trans. on Neural Networks
, vol.3
, pp. 801-806
-
-
Horikawa, S.1
Furuhashi, T.2
Uchikawa, Y.3
-
25
-
-
0037230859
-
Finding fuzzy classification rules using data mining techniques
-
Hu YC, Chen RS, Tzeng GH (2003) Finding fuzzy classification rules using data mining techniques. Pattern Recognition Letters 24: 509-519.
-
(2003)
Pattern Recognition Letters
, vol.24
, pp. 509-519
-
-
Hu, Y.C.1
Chen, R.S.2
Tzeng, G.H.3
-
26
-
-
0000919523
-
Single-objective and two-objective genetic algorithms for selecting linguistic rules for pattern classification problems
-
Ishibuchi H, Murata T, Turksen IB (1997) Single-objective and two-objective genetic algorithms for selecting linguistic rules for pattern classification problems. Fuzzy Sets and Systems 89: 135-150.
-
(1997)
Fuzzy Sets and Systems
, vol.89
, pp. 135-150
-
-
Ishibuchi, H.1
Murata, T.2
Turksen, I.B.3
-
27
-
-
0033329971
-
Improving the performance of fuzzy classifier systems for pattern classification problems with continuous attributes
-
Ishibuchi H, Nakashima T (1999) Improving the performance of fuzzy classifier systems for pattern classification problems with continuous attributes. IEEE Trans. on Industrial Electronics 46: 157-168.
-
(1999)
IEEE Trans. on Industrial Electronics
, vol.46
, pp. 157-168
-
-
Ishibuchi, H.1
Nakashima, T.2
-
28
-
-
0035415473
-
Effect of rule weights in fuzzy rule-based classification systems
-
Ishibuchi H, Nakashima T (2001) Effect of rule weights in fuzzy rule-based classification systems. IEEE Trans. on Fuzzy Systems 9: 506-515.
-
(2001)
IEEE Trans. on Fuzzy Systems
, vol.9
, pp. 506-515
-
-
Ishibuchi, H.1
Nakashima, T.2
-
29
-
-
0000719509
-
Voting in fuzzy rule-based systems for pattern classification problems
-
Ishibuchi H, Nakashima T,Morisawa T (1999) Voting in fuzzy rule-based systems for pattern classification problems. Fuzzy Sets and Systems 103: 223-238.
-
(1999)
Fuzzy Sets and Systems
, vol.103
, pp. 223-238
-
-
Ishibuchi, H.1
Nakashima, T.2
Morisawa, T.3
-
30
-
-
0032597810
-
Performance evaluation of fuzzy classifier systems for multi-dimensional pattern classification problems
-
Ishibuchi H, Nakashima T, Murata T (1999) Performance evaluation of fuzzy classifier systems for multi-dimensional pattern classification problems. IEEE Trans. on Systems, Man, and Cybernetics - Part B: Cybernetics 29: 601-618.
-
(1999)
IEEE Trans. on Systems, Man, and Cybernetics - Part B: Cybernetics
, vol.29
, pp. 601-618
-
-
Ishibuchi, H.1
Nakashima, T.2
Murata, T.3
-
31
-
-
0035426682
-
Three-objective genetics-based machine learning for linguistic rule extraction
-
Ishibuchi H, Nakashima T,Murata T (2001) Three-objective genetics-based machine learning for linguistic rule extraction. Information Sciences 136: 109-133.
-
(2001)
Information Sciences
, vol.136
, pp. 109-133
-
-
Ishibuchi, H.1
Nakashima, T.2
Murata, T.3
-
33
-
-
40449084392
-
Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning
-
in press
-
Ishibuchi H, Nojima Y (2006) Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning. International Journal of Approximate Reasoning (in press).
-
(2006)
International Journal of Approximate Reasoning
-
-
Ishibuchi, H.1
Nojima, Y.2
-
34
-
-
0002197262
-
Distributed representation of fuzzy rules and its application to pattern classification
-
Ishibuchi H, Nozaki K, Tanaka H (1992) Distributed representation of fuzzy rules and its application to pattern classification. Fuzzy Sets and Systems 52: 21-32.
-
(1992)
Fuzzy Sets and Systems
, vol.52
, pp. 21-32
-
-
Ishibuchi, H.1
Nozaki, K.2
Tanaka, H.3
-
35
-
-
0028482107
-
Construction of fuzzy classification systems with rectangular fuzzy rules using genetic algorithms
-
Ishibuchi H, Nozaki K, Yamamoto N, Tanaka H (1994) Construction of fuzzy classification systems with rectangular fuzzy rules using genetic algorithms. Fuzzy Sets and Systems 65: 237-253.
-
(1994)
Fuzzy Sets and Systems
, vol.65
, pp. 237-253
-
-
Ishibuchi, H.1
Nozaki, K.2
Yamamoto, N.3
Tanaka, H.4
-
37
-
-
0346781550
-
Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining
-
Ishibuchi H, Yamamoto T (2004) Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining. Fuzzy Sets and Systems 141: 59-88.
-
(2004)
Fuzzy Sets and Systems
, vol.141
, pp. 59-88
-
-
Ishibuchi, H.1
Yamamoto, T.2
-
39
-
-
26844469668
-
Rule weight specification in fuzzy rule-based classification Systems
-
Ishibuchi H, Yamamoto T (2005) Rule weight specification in fuzzy rule-based classification Systems. IEEE Trans. on Fuzzy Systems 13: 428-435.
-
(2005)
IEEE Trans. on Fuzzy Systems
, vol.13
, pp. 428-435
-
-
Ishibuchi, H.1
Yamamoto, T.2
-
41
-
-
0033704546
-
Fuzzy modeling of high-dimensional systems: Complexity reduction and interpretability improvement
-
Jin Y (2000) Fuzzy modeling of high-dimensional systems: Complexity reduction and interpretability improvement. IEEE Trans. on Fuzzy Systems 8: 212-221.
-
(2000)
IEEE Trans. on Fuzzy Systems
, vol.8
, pp. 212-221
-
-
Jin, Y.1
-
42
-
-
34250779169
-
-
Jin Y ed, Springer, Berlin Heidelberg New York
-
Jin Y (ed) (2006) Multi-objective machine learning. Springer, Berlin Heidelberg New York.
-
(2006)
Multi-objective machine learning
-
-
-
46
-
-
0026366218
-
Neural-network-based fuzzy logic control and decision system
-
Lin CT, Lee CSG (1991) Neural-network-based fuzzy logic control and decision system. IEEE Trans. on Computers 40: 1320-1336.
-
(1991)
IEEE Trans. on Computers
, vol.40
, pp. 1320-1336
-
-
Lin, C.T.1
Lee, C.S.G.2
-
47
-
-
33144459783
-
Support-vector-based fuzzy neural network for pattern classification
-
Lin CT, Yeh CM, Liang SF, Chung JF, Kumar N (2006) Support-vector-based fuzzy neural network for pattern classification. IEEE Trans. on Fuzzy Systems 14: 31-41.
-
(2006)
IEEE Trans. on Fuzzy Systems
, vol.14
, pp. 31-41
-
-
Lin, C.T.1
Yeh, C.M.2
Liang, S.F.3
Chung, J.F.4
Kumar, N.5
-
48
-
-
0016368711
-
Applications of fuzzy algorithms for simple dynamic plant
-
Mamdani EH (1974) Applications of fuzzy algorithms for simple dynamic plant. Proceedings of IEE 121: 1585-1588.
-
(1974)
Proceedings of IEE
, vol.121
, pp. 1585-1588
-
-
Mamdani, E.H.1
-
49
-
-
11244318202
-
Interpretability issues in data-based learning of fuzzy systems
-
Mikut R, Jakel J, Groll L (2005) Interpretability issues in data-based learning of fuzzy systems. Fuzzy Sets and Systems 150: 179-197.
-
(2005)
Fuzzy Sets and Systems
, vol.150
, pp. 179-197
-
-
Mikut, R.1
Jakel, J.2
Groll, L.3
-
50
-
-
0036880603
-
Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: Generation and evaluation
-
IEEE Trans. on Systems, Man, and Cybernetics, Part C
-
Mitra S, Konwar KM, Pal SK (2002) Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: Generation and evaluation. IEEE Trans. on Systems, Man, and Cybernetics - Part C: Applications and Reviews 32: 328-339.
-
(2002)
Applications and Reviews
, vol.32
, pp. 328-339
-
-
Mitra, S.1
Konwar, K.M.2
Pal, S.K.3
-
51
-
-
0001703957
-
A neuro-fuzzy method to learn fuzzy classification rules from data
-
Nauck D, Kruse R (1997) A neuro-fuzzy method to learn fuzzy classification rules from data. Fuzzy Sets and Systems 89: 277-288.
-
(1997)
Fuzzy Sets and Systems
, vol.89
, pp. 277-288
-
-
Nauck, D.1
Kruse, R.2
-
52
-
-
0032960792
-
Obtaining interpretable fuzzy classification rules from medical data
-
Nauck D, Kruse R (1999) Obtaining interpretable fuzzy classification rules from medical data. Artificial Intelligence in Medicine 16: 149-169.
-
(1999)
Artificial Intelligence in Medicine
, vol.16
, pp. 149-169
-
-
Nauck, D.1
Kruse, R.2
-
54
-
-
0000864293
-
A simple but powerful heuristic method for generating fuzzy rules from numerical data
-
Nozaki K, Ishibuchi H, Tanaka H (1997) A simple but powerful heuristic method for generating fuzzy rules from numerical data. Fuzzy Sets and Systems 86: 251-270.
-
(1997)
Fuzzy Sets and Systems
, vol.86
, pp. 251-270
-
-
Nozaki, K.1
Ishibuchi, H.2
Tanaka, H.3
-
55
-
-
0035415950
-
Compact and transparent fuzzy models and classifiers through iterative complexity reduction
-
Roubos H, Setnes M (2001) Compact and transparent fuzzy models and classifiers through iterative complexity reduction. IEEE Trans. on Fuzzy Systems 9: 516-524.
-
(2001)
IEEE Trans. on Fuzzy Systems
, vol.9
, pp. 516-524
-
-
Roubos, H.1
Setnes, M.2
-
56
-
-
0031999289
-
Rule-based modeling: Precision and transparency
-
Setnes M, Babuska R, Verbruggen HB (1998) Rule-based modeling: Precision and transparency. IEEE Trans. on Systems, Man, and Cybernetics - Part C 28: 165-169.
-
(1998)
IEEE Trans. on Systems, Man, and Cybernetics
, vol.28
, Issue.PART C
, pp. 165-169
-
-
Setnes, M.1
Babuska, R.2
Verbruggen, H.B.3
-
57
-
-
0034294243
-
GA-fuzzy modeling and classification: Complexity and performance
-
Setnes M, Roubos H (2000) GA-fuzzy modeling and classification: Complexity and performance. IEEE Trans. on Fuzzy Systems 8: 509-522.
-
(2000)
IEEE Trans. on Fuzzy Systems
, vol.8
, pp. 509-522
-
-
Setnes, M.1
Roubos, H.2
-
58
-
-
0027544110
-
A fuzzy-logic-based approach to qualitative modeling
-
Sugeno M, Yasukawa T (1993) A fuzzy-logic-based approach to qualitative modeling. IEEE Trans. on Fuzzy Systems 1: 7-31.
-
(1993)
IEEE Trans. on Fuzzy Systems
, vol.1
, pp. 7-31
-
-
Sugeno, M.1
Yasukawa, T.2
-
59
-
-
0021892282
-
Fuzzy identification of systems and its applications to modeling and control
-
Takagi T, Sugeno M (1985) Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. on Systems, Man, and Cybernetics 15: 116-132.
-
(1985)
IEEE Trans. on Systems, Man, and Cybernetics
, vol.15
, pp. 116-132
-
-
Takagi, T.1
Sugeno, M.2
-
60
-
-
18544378721
-
Agent-based evolutionary approach for interpretable rule-based knowledge extraction
-
IEEE Trans. on Systems, Man, and Cybernetics, Part C
-
Wang H, Kwong S, Jin Y, Wei W, Man KF (2005) Agent-based evolutionary approach for interpretable rule-based knowledge extraction. IEEE Trans. on Systems, Man, and Cybernetics - Part C: Applications and Reviews 35: 143-155.
-
(2005)
Applications and Reviews
, vol.35
, pp. 143-155
-
-
Wang, H.1
Kwong, S.2
Jin, Y.3
Wei, W.4
Man, K.F.5
-
61
-
-
9644257194
-
Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction
-
Wang H, Kwong S, Jin Y, Wei W, Man KF (2005) Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction. Fuzzy Sets and Systems 149: 149-186.
-
(2005)
Fuzzy Sets and Systems
, vol.149
, pp. 149-186
-
-
Wang, H.1
Kwong, S.2
Jin, Y.3
Wei, W.4
Man, K.F.5
-
63
-
-
0000868331
-
Induction of fuzzy decision trees
-
Yuan Y, Shaw MJ (1995) Induction of fuzzy decision trees. Fuzzy Sets and Systems 69: 125-139.
-
(1995)
Fuzzy Sets and Systems
, vol.69
, pp. 125-139
-
-
Yuan, Y.1
Shaw, M.J.2
|