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Interpretability issues in fuzzy modeling. (English) Zbl 1015.00012

Studies in Fuzziness and Soft Computing. 128. Berlin: Springer. xiv, 643 p. EUR 149.95/net; sFr 242.50; £115.50; $ 159.00 (2003).

Show indexed articles as search result.

The articles of this volume will be reviewed individually.
Indexed articles:
Casillas, Jorge; Cordón, Oscar; Herrera, Francisco; Magdalena, Luis, Interpetability improvements to find the balance interpretability-accuracy in fuzzy modeling: An overview, 3-22 [Zbl 1048.93003]
Ballard, Patrick, Dynamics of rigid body systems with unilateral or frictional constraints. Formulation and well-posedness, 3-87 [Zbl 1058.70017]
Marín-Blásquez, Javier G.; Shen, Qiang, Regaining comprehensibility of approximative fuzzy models via the use of linguistic hedges, 25-53 [Zbl 1073.93033]
Xiong, N.; Litz, L., Identifying flexible structure premises for mining concise fuzzy knowledge, 54-76 [Zbl 1051.93012]
Cordón, Oscar; Del Jesus, María José; Herrera, Francisco; Magdalena, Luis; Villar, Pedro, A multiobjective genetic learning process for joint feature selection and granularity and contexts learning in fuzzy rule-based classification systems, 79-99 [Zbl 1036.68079]
Motreanu, Dumitru; Naniewicz, Zdzisław, Semilinear hemivariational inequalities with Dirichlet boundary condition, 89-110 [Zbl 1053.49007]
Espinosa, Jairo; Vandewalle, Joos, Extracting linguistic fuzzy models from numerical data-AFRELI algorithm, 100-124 [Zbl 1049.93503]
Xu, Jian-Jun, Dynamics of dendritic growth interacting with convective flow. Global instabilities and limiting state selection, 113-302 [Zbl 1183.76911]
Glorennec, Pierre-Yves, Constrained optimization of fuzzy decision trees, 125-147 [Zbl 1066.90556]
Guillaume, Serge; Charnomordic, Brigitte, A new method for inducing a set of interpretable fuzzy partitions and fuzzy inference systems from data, 148-175 [Zbl 1059.93011]
Tikk, Domonkos; Gedeon, Tamás D.; Wong, Kok Wai, A feature ranking algorithm for fuzzy modelling problems, 176-192 [Zbl 1065.90086]
Vanhoucke, Vincent; Silipo, Rosaria, Interpretability in multidimensional classification, 193-217 [Zbl 1036.93004]
Abonyi, Janos; Roubos, Hans; Babuska, Robert; Szeifert, Ferenc, Interpretable semi-mechanistic fuzzy models by clustering, OLS and FIS model reduction, 221-248 [Zbl 1051.93009]
Baranyi, Péter; Yam, Yeung; Tikk, Domonkos; Patton, Ron J., Trade-off between approximation accuracy and complexity: TS controller design via HOSVD based complexity minimization, 249-277 [Zbl 1039.93036]
Setnes, Magne, Simplification and reduction of fuzzy rules, 278-302 [Zbl 1052.93035]
Sudkamp, Thomas; Knapp, Aaron; Knapp, Jon, Effect of rule representation in rule base reduction, 303-324 [Zbl 1059.93075]
Yam, Yeung; Yang, Chi Tin; Baranyi, Péter, Singular value-based fuzzy reduction with relaxed normality condition, 325-352 [Zbl 1059.93077]
Bikdash, Marwan, Interpretability, complexity, and modular structure of fuzzy systems, 355-378 [Zbl 1037.93052]
Regattieri Delgado, Myriam; Von Zuben, Fernando; Gomide, Fernando, Hierarchical genetic fuzzy systems: Accuracy, interpretability and design autonomy, 379-405 [Zbl 1046.93033]
Fiordaliso, Antonio, About the trade-off between accuracy and interpretability of Takagi-Sugeno models in the context of nonlinear time series forecasting, 406-430 [Zbl 1036.93504]
Jiménez, Fernando; Gómez-Skarmeta, Antonio F.; Sánchez, Gracia; Roubos, Hans; Babuška, Robert, Accurate, transparent and compact fuzzy models by multi-objective evolutionary algorithms, 431-451 [Zbl 1036.93501]
Riid, Andri; Rüstern, Ennu, Transparent fuzzy systems in modelling and control, 452-476 [Zbl 1049.93529]
de Soto, Adolfo R., Uniform fuzzy partitions with cardinal splines and wavelets: Getting interpretable linguistic fuzzy models, 477-497 [Zbl 1037.93010]
Amato, Paolo; Manara, Corrado, Relating the theory of partitions in MV-logic to the design of interpretable fuzzy systems, 499-523 [Zbl 1040.93040]
Bodenhofer, Ulrich; Bauer, Peter, A formal model of interpretability of linguistic variables, 524-545 [Zbl 1038.93050]
Pedrycz, Witold, Expressing relevance interpretability and accuracy of rule-based systems, 546-567 [Zbl 1038.93051]
Suzuki, Toshihiro; Furuhashi, Takeshi, Conciseness of fuzzy models, 568-586 [Zbl 1037.93009]
Tikk, Domonkos; Baranyi, Péter, Exact trade-off between approximation accuracy and interpretability: Solving the saturation problem for certain FRBSs, 587-601 [Zbl 1043.93036]
Jin, Yaochu, Interpretability improvement of RBF-based neurofuzzy systems using regularized learning, 605-620 [Zbl 1036.93505]
von Schmidt, Birka; Klawonn, Frank, Extracting fuzzy classification rules from fuzzy clusters on the basis of separating hyperplanes, 621-643 [Zbl 1037.93011]

MSC:

00B15 Collections of articles of miscellaneous specific interest
93-06 Proceedings, conferences, collections, etc. pertaining to systems and control theory
93A30 Mathematical modelling of systems (MSC2010)

Keywords:

Fuzzy modeling