Intelligent Systems from Decision Making to Data Mining, Web Intelligence and Computer Vision

H. Bustince, F. Herrera, J. Montero (Eds.)

Table of Contents

PART I. Foundations: Representation and Aggregation

1. Extending Fuzzy Sets Representation

Type-2 fuzzy logic and the modelling of uncertainty
S. Coupland and R. John
p. 3

My personal view on intuitionistic Fuzzy sets theory
K. T. Atanassov
p. 23

Hybridization of fuzzy and rough sets: present and future
E. C.C. Tsang, Q.C. Chen, S. Zhao, D. S. Yeung, X. Wang
p. 45

An overview of computing with words using label semantics
J. Lawry
p. 66

2. Aggregation

On the construction of models based on fuzzy measures and integrals
V. Torra
p. 89

Interpolatory type construction of general aggregation operators
G. Beliakov, T. Calvo
p. 99

A review of aggregation functions
R. Mesiar, A. Kolesarova, T. Calvo, M. Komornikova
p. 121

Identification of weights in aggregation operators
T. Calvo, G. Beliakov
p. 145

Linguistic aggregation operators: An overview
Z. Xu
p. 163

Aggregation operators in interval-valued fuzzy and Atanassov's intuitionistic fuzzy set theory
G. Deschrijver, E. E. Kerre
p. 183

Part II. From Decision Making to Data Mining, Web Intelligence and Computer Vision

3. Decision Making

Fuzzy preference modelling: fundamentals and recent advances
J. Fodor, B.de Baets
p. 205

Preferences and consistency issues in group decision making
F. Chiclana, E. Herrera, S. Alonso, R. Marquez de Pereira
p. 216

Fuzzy set extensions of the dominance based rough set approach
S. Greco, B. Matarazzo, R. Slowinski
p. 246

On group decision making, consensus reaching, voting and voting paradoxes under fuzzy preferences and a fuzzy majority: a survey and some perspectives
J. Kacprzyk, S. Zadrozny, M. Fedrizzi, H. Nurmi
p. 259

Extension of some voting systems to the field of gradual preferences
B. Llamazares, J. L. García-Lapresta
p. 292

A linguistic decision based model applied to olive oil sensory evaluation
L. Martínez, L. G. Pérez, J. Liu
p. 311

Atanassov's intuitionistic fuzzy sets as a promising tool for extended fuzzy decision making models
E. Szmidt and J. Kacprzyk
p. 330

4. Data Mining

Fuzzy methods for data mining and machine learning: state of the art and prospects
E. Hüllermeier
p. 355

Pattern classification with linguistic rules
H. Ishibuchi and Y. Nojima
p. 375

An overview of mining fuzzy association rules
T.-P. Hong and Y.-C. Lee
p. 395

Subgroup discovery with linguistic rules
M. J. del Jesus, P. González, F. Herrera
p. 410

Fuzzy prototypes: from a cognitive view to a machine learning principle
M.-J. Lesot, M. Rifqi and B. Bouchon-Meunier
p. 431

Improving fuzzy classification by means of a segmentation algorithm
A. del Amo, D. Gómez, J. Montero, G. S. Biging
p. 454

FIS2JADE :A new vista for fuzzy-oriented Agents
V. Loia and M. Veniero
p. 474

An overview on the approximation quality based on rough-fuzzy hybrids
V.-N. Huynh, T.-B. Hoand and Y. Nakamori
p. 494

5. Web Intelligence

Fuzzy sets in information retrieval: state of the art and research trends
G. Pasi
p. 519

Fuzzy sets and web meta-search engines
J. A. Olivas
p. 538

Fuzzy set techniques in e-service applications
J. Lu, D. Ruan, G. Zhang
p. 555

A fuzzy linguistic recommender system to advice research resources in University digital libraries
E. Herrera-Viedma, C. Porcel, A. G. López-Herrera, and S. Alonso
p. 570

6. Computer Vision

Fuzzy measures in image processing
T. Chaira
p. 593

Type II fuzzy image segmentation
H. R. Tizhoosh
p. 613

Image threshold computation by modelizing knowledge/unknowledge by means of Atanassov's intuitionistic fuzzy sets
H. Bustince, M.l Pagola, P. Melo-Pinto, E. Barrenechea, and P. Couto
p. 627

Colour image comparison using vector operators
D. Van der Weken, V. De Witte, M. Nachtegael, S. Schulte and E. Kerre
p. 645

A fuzzy-based automated cells detection system for color pap smear tests - FACSDS-
P. Sobrevilla, E. Montseny and E. Lerma
p. 663