Novel developments in granular computing applications for advanced human reasoning and soft computation
Title:
Novel developments in granular computing applications for advanced human reasoning and soft computation
Author:
Yao, JingTao.
ISBN:
9781605663258
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2010.
Physical Description:
electronic texts (496 p. : ill.) : digital files.
Contents:
Human-Inspired Granular Computing / Yiyu Yao -- Discovery of Process Models from Data and Domain Knowledge / Hung Nguyen ... [et al.] -- Supervised and Unsupervised Information Granulation / Andrzej Bargiela, Witold Pedrycz -- On Characterization of Relation Based Rough Set Algebras / Wei-Zhi Wu, Wen-Xiu Zhang -- A Top-Level Categorization of Types of Granularity / C. Keet -- From Interval Computations to Constraint-Related Set Computations / Martine Ceberio ... [et al.] -- Granular Computing Based Data Mining in the Views of Rough Set and Fuzzy Set / Guoyin Wang ... [et al.] -- Near Sets in Assessing Conflict Dynamics within a Perceptual System Framework / Sheela Ramanna, James Peters -- Rule Extraction and Rule Evaluation Based on Granular Computing / Jiye Liang, Yuhua Qian, Deyu Li -- Granular Models / Witold Pedrycz, Athanasios Vasilakos -- Semantic Analysis of Rough Logic / Qing Liu -- Rough Entropy Clustering Algorithm in Image Segmentation / Dariusz Malyszko, Jaroslaw Stepaniuk -- Modelling Classification by Granular Computing / Yan Zhao -- Discovering Perceptually Near Granules / James Peters -- Granular Computing in Object-Oriented Software Development Process / Jianchao Han -- Granular Computing in Formal Concept / Yuan Ma, Zhangang Liu, Xuedong Zhang -- Granular Synthesis of Rule-Based Models and Function Approximation Using Rough Sets / Carlos Pinheiro ... [et al.] --
A Genetic Fuzzy Semantic Web Search Agent Using Granular Semantic Trees for Ambiguous Queries / Yan Chen, Yan-Qing Zhang -- Dominance-Based Rough Set Approach to Granular Computing / Salvatore Greco, Benedetto Matarazzo, Roman Slowinski.
Abstract:
One of the fastest growing areas in computer science, granular computing, covers theories, methodologies, techniques, and tools that make use of granules in complex problem solving and reasoning. This book analyzes developments and current trends of granular computing, reviewing the most influential research and predicting future trends. It not only presents a comprehensive summary of existing practices, but enhances understanding on human reasoning.
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Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60566-324-1