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Journal of Advanced Computational Intelligence and Intelligent Informatics

ISSN : 1343-0130(Print) / 1883-8014(Online)
Honorary Editor :Lotfi A. Zadeh (University of California)
Editor-in-Chief :Toshio Fukuda (Nagoya University), Kaoru Hirota (Tokyo Institute of Technology)

Vol.12 No.4 | Vol.12 No.6

open access

JACIII Vol.12 No.5 Sep. 2008

Modeling Decisions for Artificial Intelligence: Editors : Vicenç Torra (Institut d’Investigació en Intel ligéncia Artificial, Spain) and Yasuo Narukawa (Toho Gakuen, Japan) (As of Sep. 2008)

JACIII Vol.12 No.5 Sep. 2008

Editorial:

Modeling Decisions for Artificial Intelligence

Vicenç Torra and Yasuo Narukawa, pp. 408-408

In August 2007, the 4th International Conference on Modeling Decisions for Artificial Intelligence (MDAI¹) was held in Kitakyushu, Japan. This special issue has its origins in the conference.

We present nine papers related to soft computing tool applications. The first paper, by Honda and Okazaki, presents an axiomatization of a generalized Shaply value. The second paper, by Garc'{i}a-Lapresta, also related to decision-making, introduces a multistage decision procedure in which decision-makers opinions are weighted by their contribution to an agreement. The third paper, by Torra and Miyamoto, concerns the problem of loading a container, outlining a system for loading nonorthogonal objects. The fourth paper, by Sakai, Koba, and Nakata, is devoted to rule generation based on rough sets. The fifth paper by Hiramatsu, Huynh, and Nakamori, deals with a fuzzy-based model applied to weather information. The sixth paper, by Inokuchi and Miyamoto, discuss fuzzy clustering algorithms for discrete data. The seventh paper, by Miyamoto, Kuroda, and Arai, studies an algorithm for the sequential extraction of clusters compared to mountain clustering. In the eighth paper, Miyamoto formulates fuzzy clustering using the calculus of variations. The ningth and final paper treats fuzzy clustering, in which Endo et al. discuss fuzzy c-means for data with tolerance.

In closing, we thank the referees for their work on reviews and Prof. Hirota for editing this special issue. We also thank the Fuji Technology Press Ltd. staff for its advice.

¹Work partially funded by Spanish MEC (projects ARES – CONSOLIDER INGENIO 2010 CSD2007-00004 – and eAEGIS – TSI2007-65406-C03-02)

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Paper:: Axiomatization of Shapley Values of Fagle and Kern Type on Set Systems; Aoi Honda and Yoshiaki Okazaki, pp. 409-415; Abstract | Full-text (PDF138KB)
Paper:: Favoring Consensus and Penalizing Disagreement in Group Decision Making; José Luis García-Lapresta, pp. 416-421; Abstract | Full-text (PDF89KB)
Paper:: Container Loading for Nonorthogonal Objects: Detecting Collisions; Vicenç Torra and Sadaaki Miyamoto, pp. 422-425; Abstract | Full-text (PDF99KB)
Paper:: Rough Sets Based Rule Generation from Data with Categorical and Numerical Values; Hiroshi Sakai, Kazuhiro Koba, and Michinori Nakata, pp. 426-434; Abstract | Full-text (PDF533KB)
Paper:: A Behavioral Decision Model Based on Fuzzy Targets in Decision Making Using Weather Information; Akio Hiramatsu, Van-Nam Huynh, and Yoshiteru Nakamori, pp. 435-442; Abstract | Full-text (PDF179KB)
Paper:: Fuzzy c-Means Algorithms Using Kullback-Leibler Divergence and Helliger Distance Based on Multinomial Manifold; Ryo Inokuchi and Sadaaki Miyamoto, pp. 443-447; Abstract | Full-text (PDF130KB)
Paper:: Algorithms for Sequential Extraction of Clusters by Possibilistic Method and Comparison with Mountain Clustering; Sadaaki Miyamoto, Youhei Kuroda, and Kenta Arai, pp. 448-453; Abstract | Full-text (PDF109KB)
Paper:: Formulation of Fuzzy c-Means Clustering Using Calculus of Variations and Twofold Membership Clusters; Sadaaki Miyamoto, pp. 454-460; Abstract | Full-text (PDF116KB)
Paper:: Fuzzy c-Means for Data with Rectangular Maximum Tolerance Range; Yasunori Endo, Yasushi Hasegawa, Yukihiro Hamasuna, and Sadaaki Miyamoto, pp. 461-466; Abstract | Full-text (PDF259KB)
Paper:: Time Related Association Rules Mining with Attributes Accumulation Mechanism and its Application to Traffic Prediction; Huiyu Zhou, Wei Wei, Kaoru Shimada, Shingo Mabu, and Kotaro Hirasawa, pp. 467-478; Abstract | Full-text (PDF3997KB)
Paper:: An Evolutionary Hybrid Scheduling Algorithm for Computational Grids; Shajulin Benedict, Rejitha R. S, and V. Vasudevan, pp. 479-484; Abstract | Full-text (PDF161KB)

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