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Rough-Neural Computing: Techniques for Computing with Words Book

Rough-Neural Computing: Techniques for Computing with Words
Rough-Neural Computing: Techniques for Computing with Words, Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g., in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, and genetic algorithms.
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Rough-Neural Computing: Techniques for Computing with Words, Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g., in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, and genetic algorithms. It is we, Rough-Neural Computing: Techniques for Computing with Words
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  • Rough-Neural Computing: Techniques for Computing with Words
  • Written by author Sankar Kumar Pal
  • Published by Springer-Verlag New York, LLC, November 2003
  • Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g., in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, and genetic algorithms. It is we
  • Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g., in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, and genetic algorithms.It is wel
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Authors

1Elementary Rough Set Granules: Toward a Rough Set Processor5
2Rough-Neural Computing: An Introduction15
3Information Granules and Rough-Neural Computing43
4A Rough-Neural Computation Model Based on Rough Mereology85
5Knowledge-Based Networking in Granular Worlds109
6Adaptive Aspects of Combining Approximation Spaces139
7Algebras from Rough Sets157
8Approximation Transducers and Trees: A Technique for Combining Rough and Crisp Knowledge189
9Using Contextually Closed Queries for Local Closed-World Reasoning in Rough Knowledge Databases219
10On Model Evaluation, Indexes of Importance, and Interaction Values in Rough Set Analysis251
11New Fuzzy Rough Sets Based on Certainty Qualification277
12Toward Rough Datalog: Embedding Rough Sets in Prolog297
13On Exploring Soft Discretization of Continuous Attributes333
14Rough-SOM with Fuzzy Discretization351
15Biomedical Inference: A Semantic Model373
16Fundamental Mathematical Notions of the Theory of Socially Embedded Games: A Granular Computing Perspective411
17Fuzzy Games and Equilibria: The Perspective of the General Theory of Games on Nash and Normative Equilibria435
18Rough Neurons: Petri Net Models and Applications471
19Information Granulation in a Decision-Theoretical Model of Rough Sets491
20Intelligent Acquisition of Audio Signals Employing Neural Networks and Rough Set Algorithms521
21An Approach to Imbalanced Data Sets Based on Changing Rule Strength543
22Rough-Neural Approach to Testing the Influence of Visual Cues on Surround Sound Perception555
23Handwritten Digit Recognition Using Adaptive Classifier Construction Techniques573
24From Rough through Fuzzy to Crisp Concepts: Case Study on Image Color Temperature Description587
25Information Granulation and Pattern Recognition599
26Computational Analysus of Acquired Dyslexia of Kanji Characters Based on Conventional and Rough Neural Networks637
27WaRS: A Method for Signal Classification649
28A Hybrid Model for Rule Discovery in Data689
Author Index723
Index725


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Rough-Neural Computing: Techniques for Computing with Words, Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g., in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, and genetic algorithms.
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Rough-Neural Computing: Techniques for Computing with Words, Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g., in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, and genetic algorithms.
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Rough-Neural Computing: Techniques for Computing with Words, Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g., in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, and genetic algorithms.
It is we, Rough-Neural Computing: Techniques for Computing with Words

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