-
1
-
-
0036264672
-
Information Visualization and Visual Data Mining
-
Jan-Mar
-
D. A. Keim, "Information Visualization and Visual Data Mining," IEEE Trans. on Visualization and Computer Graphics, 8(1): 1-8, Jan-Mar 2002.
-
(2002)
IEEE Trans. on Visualization and Computer Graphics
, vol.8
, Issue.1
, pp. 1-8
-
-
Keim, D.A.1
-
2
-
-
0042846399
-
Evolving Rule-Based Models: ATool for Design of Flexible Adaptive Systems
-
Springer-Verlag
-
P. Angelov, "Evolving Rule-Based Models: ATool for Design of Flexible Adaptive Systems," Studies in Fuzziness and Soft Computing, 92, Springer-Verlag, 2002.
-
(2002)
Studies in Fuzziness and Soft Computing
, vol.92
-
-
Angelov, P.1
-
3
-
-
0036530967
-
DENFIS: Dynamic Evolving Neural-Fuzzy Inference System and Its Application for Time-Series Prediction
-
N. Kasabov, Q. Song, "DENFIS: Dynamic Evolving Neural-Fuzzy Inference System and Its Application for Time-Series Prediction," IEEE Trans. on Fuzzy Systems, 10(2): 144-154, 2002.
-
(2002)
IEEE Trans. on Fuzzy Systems
, vol.10
, Issue.2
, pp. 144-154
-
-
Kasabov, N.1
Song, Q.2
-
4
-
-
0742272554
-
An Approach to Online Identification of Takagi-Sugeno Fuzzy Models
-
P. Angelov,D. Filev, "An Approach to Online Identification of Takagi-Sugeno Fuzzy Models," IEEE Trans. on Systems, Man, and Cybernetics-Part B: Cybernetics, 34(1): 484-498, 2004.
-
(2004)
IEEE Trans. on Systems, Man, and Cybernetics-Part B: Cybernetics
, vol.34
, Issue.1
, pp. 484-498
-
-
Angelov, P.1
Filev, D.2
-
5
-
-
0037597549
-
Interpretability Issues in Fuzzy Modeling
-
Berlin, Heidelberg: Springer-Verlag
-
J. Casillas, O. Cordon, F. Herrera, L. Magdalena, Interpretability Issues in Fuzzy Modeling, Berlin, Heidelberg: Springer-Verlag, 2003.
-
(2003)
-
-
Casillas, J.1
Cordon, O.2
Herrera, F.3
Magdalena, L.4
-
6
-
-
33749665256
-
Distinguishability Quantification of Fuzzy Sets
-
Elsevier
-
C. Mencar, G. Castellano, A. M. Fanelli, "Distinguishability Quantification of Fuzzy Sets," Information Science, 177: 130-149, Elsevier, 2007.
-
(2007)
Information Science
, vol.177
, pp. 130-149
-
-
Mencar, C.1
Castellano, G.2
Fanelli, A.M.3
-
7
-
-
11244318202
-
Interpretability Issues in Data-Based Learning of Fuzzy Systems
-
R. Mikut, J. Jäkel, L. Gröll, "Interpretability Issues in Data-Based Learning of Fuzzy Systems," Fuzzy Sets and Systems, 150: 179-197, 2005
-
(2005)
Fuzzy Sets and Systems
, vol.150
, pp. 179-197
-
-
Mikut, R.1
Jäkel, J.2
Gröll, L.3
-
8
-
-
47049110031
-
Some Fundamental Interpretability Issues in Fuzzy Modeling
-
C. Mencar, G. Castellano, A. M. Fanelli, "Some Fundamental Interpretability Issues in Fuzzy Modeling." Proc. EUSFLAT, Barcelona, September 7-9, 2005.
-
(2005)
Proc. EUSFLAT, Barcelona, September
, pp. 7-9
-
-
Mencar, C.1
Castellano, G.2
Fanelli, A.M.3
-
9
-
-
0003913298
-
Complexity Reduction in Fuzzy Systems
-
PhD Thesis, Delft University of Technology
-
M. Setnes, "Complexity Reduction in Fuzzy Systems," PhD Thesis, Delft University of Technology, 2001.
-
(2001)
-
-
Setnes, M.1
-
10
-
-
33644974692
-
Constructing Accurate and Parsimonious Fuzzy Models with Distinguishable Fuzzy Sets Based on an Entropy Measure
-
S.-M. Zhou, J. Q. Gan, "Constructing Accurate and Parsimonious Fuzzy Models with Distinguishable Fuzzy Sets Based on an Entropy Measure," Fuzzy Sets and Systems 157: 1057-1074, 2006.
-
(2006)
Fuzzy Sets and Systems
, vol.157
, pp. 1057-1074
-
-
Zhou, S.-M.1
Gan, J.Q.2
-
11
-
-
33751332990
-
Interpretability-Preserving Genetic Optimization of Linguistic Terms in Fuzzy Models for Fuzzy Ordered Classification: An Ecological Case Study
-
E. V. Broekhoven, V. Adriaenssens, B. De Baets, "Interpretability-Preserving Genetic Optimization of Linguistic Terms in Fuzzy Models for Fuzzy Ordered Classification: An Ecological Case Study," Int. J. Approximate Reasoning 44(1): 65-90, 2007.
-
(2007)
Int. J. Approximate Reasoning
, vol.44
, Issue.1
, pp. 65-90
-
-
Broekhoven, E.V.1
Adriaenssens, V.2
De Baets, B.3
-
12
-
-
33751166396
-
Genetic Learning of Accurate and Compact Fuzzy Rule-Based Systems Based on the 2-Tuples Linguistic Representation
-
(33 ref.) Elsevier, ISSN 0888-613X
-
Rafael Alcalá, Jesús Alcalá-Fdez, Francisco Herrera, José Olero, "Genetic Learning of Accurate and Compact Fuzzy Rule-Based Systems Based on the 2-Tuples Linguistic Representation," Int. J. Approximate Reasoning 44(1) (33 ref.): 45-64, 2007, Elsevier, ISSN 0888-613X.
-
(2007)
Int. J. Approximate Reasoning
, vol.44
, Issue.1
, pp. 45-64
-
-
Rafael, A.1
Jesús, A.-F.2
Francisco, H.3
José, O.4
-
13
-
-
35349023228
-
Rule Reduction in Fuzzy Logic for better Interpretability in Reservoir Operation Hydrological Processes
-
Hoboken: John Wiley & Sons
-
C. Sivapragasam, "Rule Reduction in Fuzzy Logic for better Interpretability in Reservoir Operation Hydrological Processes", Vol. 21, Issue 21, Hoboken: John Wiley & Sons, 2007, pp. 2835-2844.
-
(2007)
, vol.21
, Issue.21
, pp. 2835-2844
-
-
Sivapragasam, C.1
-
14
-
-
33751198956
-
Improving the Accuracy While Preserving the Interpretability of Fuzzy Function Approximators by Means of Multi-objective Evolutionary Algorithms
-
J. González, I. Rojas, H. Pomares, L. J. Herrera, A. Guilléen, J. M. Palomares, F. Rojas, "Improving the Accuracy While Preserving the Interpretability of Fuzzy Function Approximators by Means of Multi-objective Evolutionary Algorithms," Int. J. Approximate Reasoning, 44(1): 32-44, 2007.
-
(2007)
Int. J. Approximate Reasoning
, vol.44
, Issue.1
, pp. 32-44
-
-
González, J.1
Rojas, I.2
Pomares, H.3
Herrera, L.J.4
Guillén, A.5
Palomares, J.M.6
Rojas, F.7
-
15
-
-
34548411298
-
Improving Interpretability in Approximative Fuzzy Models via Multiobjective Evolutionary Algorithms
-
Wiley Periodicals
-
A. F. Gómez-Skarmeta, F. Jiménez, G. Sánchez, "Improving Interpretability in Approximative Fuzzy Models via Multiobjective Evolutionary Algorithms," Int. J. Intelligent Systems, Vol.22, Issue 9, Wiley Periodicals, 2007, pp. 943-969.
-
(2007)
Int. J. Intelligent Systems
, vol.22
, Issue.9
, pp. 943-969
-
-
Gómez-Skarmeta, A.F.1
Jiménez, F.2
Sánchez, G.3
-
16
-
-
33751186914
-
Analysis of Interpretability-Accuracy Tradeoff of Fuzzy Systems by Multiobjective Fuzzy Genetics-Based Machine Learning
-
H. Ishibuch, Y. Nojima, "Analysis of Interpretability-Accuracy Tradeoff of Fuzzy Systems by Multiobjective Fuzzy Genetics-Based Machine Learning," Int. J. Approximate Reasoning, 44(1): 4-31, 2007.
-
(2007)
Int. J. Approximate Reasoning
, vol.44
, Issue.1
, pp. 4-31
-
-
Ishibuch, H.1
Nojima, Y.2
-
17
-
-
34248653470
-
A Fuzzy Clustering Algorithm Enhancing Local Model Interpretability
-
Springer-Verlag
-
J. L. Díez, J. L. Navarro, A. Sala, "A Fuzzy Clustering Algorithm Enhancing Local Model Interpretability," Soft Computing, A Fusion of Foundations, Methodologies and Applications, Vol. 11, pp. 973-983, Springer-Verlag, 2007.
-
(2007)
Soft Computing, A Fusion of Foundations, Methodologies and Applications
, vol.11
, pp. 973-983
-
-
Díez, J.L.1
Navarro, J.L.2
Sala, A.3
-
18
-
-
34249723182
-
A Novel Generic Hebbian Ordering-Based Fuzzy Rule Base Reduction Approach to Mamdani Neuro-Fuzzy System
-
June
-
Feng Liu, Chai Quek, Geok See Ng, "A Novel Generic Hebbian Ordering-Based Fuzzy Rule Base Reduction Approach to Mamdani Neuro-Fuzzy System," Neural Comput. 19(6): 1656-80, June 2007.
-
(2007)
Neural Comput
, vol.19
, Issue.6
, pp. 1656-80
-
-
Feng, L.1
Chai, Q.2
Geok See, N.3
-
19
-
-
0038173250
-
Extracting Interpretable Fuzzy Rules from RBF Networks
-
(16), Springer
-
Y. Jin, B. Sendhoff, "Extracting Interpretable Fuzzy Rules from RBF Networks," Neural Processing Letters, Vol. 17(2), pp. 149-164 (16), Springer, 2003.
-
(2003)
Neural Processing Letters
, vol.17
, Issue.2
, pp. 149-164
-
-
Jin, Y.1
Sendhoff, B.2
-
20
-
-
34548497399
-
Eliciting Transparent Fuzzy Model Using Differential Evolution
-
M. Eftekhari, S. D. Katebi, M. Karimi, A. H. Jahanmiri, "Eliciting Transparent Fuzzy Model Using Differential Evolution," Applied Soft Computing Journal, Elsevier, in press, 2008.
-
(2008)
Applied Soft Computing Journal, Elsevier, in press
-
-
Eftekhari, M.1
Katebi, S.D.2
Karimi, M.3
Jahanmiri, A.H.4
-
21
-
-
84871941909
-
Improving the Interpretability of Data-Driven Evolving Fuzzy Systems
-
Barcelona, Spain
-
E. Lughofer, E. Hüllermeier, E. P. Klement, "Improving the Interpretability of Data-Driven Evolving Fuzzy Systems." Proc. EUSFLAT 2005, Barcelona, Spain, 2005, pp. 28-33.
-
(2005)
Proc. EUSFLAT 2005
, pp. 28-33
-
-
Lughofer, E.1
Hüllermeier, E.2
Klement, E.P.3
-
22
-
-
84886805577
-
Transparent Fuzzy/Neuro-Fuzzy Modelling in Computational Intelligence in Time Series Forecasting, Theory and Engineering Applications
-
London: Springer
-
K. P. Ajoy, D. Popovic, "Transparent Fuzzy/Neuro-Fuzzy Modelling in Computational Intelligence in Time Series Forecasting, Theory and Engineering Applications," London: Springer, 2005, pp. 275-303.
-
(2005)
, pp. 275-303
-
-
Ajoy, K.P.1
Popovic, D.2
-
23
-
-
36448929160
-
Data-Driven Evolving Fuzzy Systems Using eTS and FLEXFIS: Comparative Analysis
-
Plamen Angelov, Edwin Lughofer, "Data-Driven Evolving Fuzzy Systems Using eTS and FLEXFIS: Comparative Analysis," Int. J. General Systems, 37(1): 45-67, 2008.
-
(2008)
Int. J. General Systems
, vol.37
, Issue.1
, pp. 45-67
-
-
Plamen, A.1
Edwin, L.2
-
25
-
-
0004094721
-
Learning with Kernels
-
Cambridge, MA: MIT Press
-
B. Scholkopf, A. Smola, Learning with Kernels. Cambridge, MA: MIT Press, 2001.
-
(2001)
-
-
Scholkopf, B.1
Smola, A.2
-
26
-
-
0003450542
-
The Nature of Statistical Learning Theory
-
Springer
-
V. Vapnik, The Nature of Statistical Learning Theory. Springer, 1995.
-
(1995)
-
-
Vapnik, V.1
-
27
-
-
84886828877
-
Online Interpretability by Rule Base Simplification and Reduction
-
J. Victor, A. Dourado, "Online Interpretability by Rule Base Simplification and Reduction." Proc. Eunite Symposium, Aachen, 2004.
-
(2004)
Proc. Eunite Symposium, Aachen
-
-
Victor, J.1
Dourado, A.2
-
28
-
-
0027601884
-
ANFIS: "Adaptive-Network-Based Fuzzy Inference Systems,"
-
J.-S.R. Jang, ANFIS: "Adaptive-Network-Based Fuzzy Inference Systems," IEEE Trans. Syst. Man Cybern., 23: 665-685, 1993.
-
(1993)
IEEE Trans. Syst. Man Cybern.
, vol.23
, pp. 665-685
-
-
Jang, J.-S.R.1
-
29
-
-
85041042798
-
LOLIMOT Local Linear Model Trees for Nonlinear Dynamic System Identification
-
April
-
O. Nelles, "LOLIMOT Local Linear Model Trees for Nonlinear Dynamic System Identification," Automatisierungstechnik, 45(4): 163-174, April 1997.
-
(1997)
Automatisierungstechnik
, vol.45
, Issue.4
, pp. 163-174
-
-
Nelles, O.1
-
30
-
-
0003822048
-
Fuzzy Modeling for Control
-
Boston: Kluwer Academic Publishers
-
R. Babuska, Fuzzy Modeling for Control. Boston: Kluwer Academic Publishers, 1998.
-
(1998)
-
-
Babuska, R.1
-
31
-
-
33646065024
-
Fuzzy Systems Design: Direct and Indirect Approaches
-
Springer Verlag
-
P. Angelov, C. Xydeas, "Fuzzy Systems Design: Direct and Indirect Approaches," Soft Computing: A Fusion of Foundations, Methodologies and Applications, 10: 836-849, Springer Verlag, 2006.
-
(2006)
Soft Computing: A Fusion of Foundations, Methodologies and Applications
, vol.10
, pp. 836-849
-
-
Angelov, P.1
Xydeas, C.2
-
32
-
-
0032094918
-
Similarity Measures in Fuzzy Rule Base Simplification
-
M. Setnes, R. Babuska, U. Kaymak, H. R. van Nauta Lemke, "Similarity Measures in Fuzzy Rule Base Simplification," IEEE Trans. on Systems, Man, and Cybernetics-Part B: Cybernetics, 28(3): 376-386, 1988.
-
(1988)
IEEE Trans. on Systems, Man, and Cybernetics-Part B: Cybernetics
, vol.28
, Issue.3
, pp. 376-386
-
-
Setnes, M.1
Babuska, R.2
Kaymak, U.3
van Nauta Lemke, H.R.4
-
33
-
-
0033704546
-
Fuzzy Modeling of High-Dimensional Systems: Complexity Reduction and Interpretability Improvement
-
Y. Jin, "Fuzzy Modeling of High-Dimensional Systems: Complexity Reduction and Interpretability Improvement," IEEE Trans. on Fuzzy Systems, 8(2): 212-221, 2000.
-
(2000)
IEEE Trans. on Fuzzy Systems
, vol.8
, Issue.2
, pp. 212-221
-
-
Jin, Y.1
-
34
-
-
25444522689
-
FastKernel Classifiers with Online and Active Learning
-
A. Bordes, S. Ertekin, J.Weston, Ĺeon Bottou, "FastKernel Classifiers with Online and Active Learning," J. Machine Learning Research, 6: 1579-1619, 2005.
-
(2005)
J. Machine Learning Research
, vol.6
, pp. 1579-1619
-
-
Bordes, A.1
Ertekin, S.2
Weston, J.3
Léon, B.4
-
35
-
-
80052866161
-
Incremental and Decremental Support Vector Machine Learning
-
Cambridge, MA: MIT Press, USA
-
G. Cauwenberghs, T. Poggio, "Incremental and Decremental Support Vector Machine Learning." In Advances in Neural Processing Systems, vol. 10, Cambridge, MA: MIT Press, USA, 2001.
-
(2001)
In Advances in Neural Processing Systems
, vol.10
-
-
Cauwenberghs, G.1
Poggio, T.2
-
37
-
-
3543096272
-
The Kernel Recursive Least Squares Algorithm
-
Y. Engel, S. Mannor, R. Meir, "The Kernel Recursive Least Squares Algorithm," IEEE Trans. Signal Proc., 52(8): 2275-2285, 2004.
-
(2004)
IEEE Trans. Signal Proc.
, vol.52
, Issue.8
, pp. 2275-2285
-
-
Engel, Y.1
Mannor, S.2
Meir, R.3
-
39
-
-
34250771082
-
Kernel Predictive Linear Gaussian Models for Nonlinear Stochastic Dynamical Systems
-
resources at
-
D. Wingate, S. Singh, "Kernel Predictive Linear Gaussian Models for Nonlinear Stochastic Dynamical Systems." Int. Conf. Machine Learning, 2006; resources at web.mit.edu/~wingated/www/resources.html.
-
(2006)
Int. Conf. Machine Learning
-
-
Wingate, D.1
Singh, S.2
-
40
-
-
33947702137
-
A SlidingWindow Kernel RLS Algorithm and Its Application to Nonlinear Channel Identification
-
S. Van Vaerenbergh, J. Via, I. Santamaria, "A SlidingWindow Kernel RLS Algorithm and Its Application to Nonlinear Channel Identification." IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, May 2006.
-
(2006)
IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, May
-
-
Van Vaerenbergh, S.1
Via, J.2
Santamaria, I.3
-
41
-
-
24344442704
-
Asynchronous Parallel Evolutionary Model Selection for Support Vector Machines
-
T. Runarsson, S. Sigurdsson, "Asynchronous Parallel Evolutionary Model Selection for Support Vector Machines," Neural Information Processing-Letters and Reviews, 3(3): 59-67, 2004.
-
(2004)
Neural Information Processing-Letters and Reviews
, vol.3
, Issue.3
, pp. 59-67
-
-
Runarsson, T.1
Sigurdsson, S.2
-
42
-
-
34249753618
-
Support Vector Networks
-
C. Cortes, V. Vapnik, "Support Vector Networks," Machine Learning, 20: 273-297, 1995.
-
(1995)
Machine Learning
, vol.20
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
44
-
-
33745202712
-
Eclectic Rule-Extraction from Support Vector Machines
-
N. Barakat, J. Diederich, "Eclectic Rule-Extraction from Support Vector Machines," Int. J. Computational Intelligence, 2(1): 59-62, 2005.
-
(2005)
Int. J. Computational Intelligence
, vol.2
, Issue.1
, pp. 59-62
-
-
Barakat, N.1
Diederich, J.2
-
46
-
-
84886855942
-
-
UCI Repository of Machine Learning Databases, University of California
-
UCI Repository of Machine Learning Databases, University of California,www.ics.uci.edu/~mlearn/MLRepository.html.
-
-
-
-
47
-
-
84886805060
-
-
MATLAB and Fuzzy Logic Toolbox, Mathworks, Inc
-
MATLAB and Fuzzy Logic Toolbox, Mathworks, Inc.
-
-
-
|