International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Volume 20, Issue supp02, 2012
Special Issue on Evolutionary Fuzzy Systems

R. Alcalá, Y. Nojima, H. Ishibuchi and F. Herrera (Eds.)

Table of Contents

Guest Editorial
R. Alcalá, Y. Nojima, H. Ishibuchi and F. Herrera
p. V-X, doi: 10.1142/S0218488512020023

IIVFDT: Ignorance Functions Based Interval-Valued Fuzzy Decision Tree with Genetic Tuning
J. Sanz, H. Bustince, A. Fernández and F. Herrera
p. 1-30, doi: 10.1142/S0218488512400132

A Filter Proposal for Including Feature Construction in a Genetic Learning Algorithm
D. Garcia, A. Gonzalez and R Perez
p. 31-49, doi: 10.1142/S0218488512400144

Combining Adaboost with Preprocessing Algorithms for Extracting Fuzzy Rules from Low Quality Data in Possibly Imbalanced Problems
A. Palacios, L. Sanchez and I. Couso
p. 51-71, doi: 10.1142/S0218488512400156

Handling Highly-Dimensional Classification Tasks with Hierarchical Genetic Fuzzy Rule-Based Classifiers
D. G. Stavrakoudis and J. B. Theocharis
p. 73-104, doi: 10.1142/S0218488512400168

Hierarchical-Interpolative Fuzzy System Construction by Genetic and Bacterial Memetic Programming Approaches
K. Balázs and L. T. Kóczy
p. 105-131, doi: 10.1142/S021848851240017X

Inducing Fuzzy Regression Tree Forests Using Artificial Immune Systems
F. Gasir, K. Crockett and Z. Bandar
p. 133-157, doi: 10.1142/S0218488512400181

Checking Orthogonal Transformations and Genetic Algorithms for Selection of Fuzzy Rules Based on Interpretability-Accuracy Concepts
M. I. Rey, M. Galende, M. J. Fuente and G. I. Sainz-Palmero
p. 159-186, doi: 10.1142/S0218488512400193

Genetic-Fuzzy Mining with Taxonomy
C.-H. Chen, T.-P. Hong and Y.-C. Lee
p. 187-205, doi: 10.1142/S021848851240020X

Universal Image Noise Removal Filter Based on Type-2 Fuzzy Logic System and QPSO
D. Zhai, M. Hao and J. Mendel
p. 207-232, doi: 10.1142/S0218488512400211

Do Absence Data Matter when Modelling Fish Habitat Preference Using a Genetic Takagi-Sugeno Fuzzy Model?
S. Fukuda and B. de Baets
p. 233-245, doi: 10.1142/S0218488512400223

A Novel Genetic Fuzzy Markup Language and its Application to Healthy Diet Assessment
C.-S. Lee, M.-H. Wang, H. Hagras, Z.-W. Chen, S.-T. Lan, C.-Y. Hsu, S.-E. Kuo, H.-C. Kuo and H.-H. Cheng
p. 247-278, doi: 10.1142/S0218488512400235