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Rough-neural computing : techniques for computing with words ; with 79 tables

Author: Sankar K Pal; Lech Polkowski; Andrzej Skowron
Publisher: Berlin [u.a.] : Springer, 2004.
Series: Cognitive technologies.
Edition/Format:   Book : EnglishView all editions and formats

Soft computing comprises various paradigms dedicated to approximately solving real-world problems. Exploiting the potential and strength of both neural networks and rough sets, this book talks about  Read more...


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Genre/Form: Aufsatzsammlung
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Sankar K Pal; Lech Polkowski; Andrzej Skowron
ISBN: 3540430598 9783540430599
OCLC Number: 249363742
Notes: Literaturangaben.
Description: XXV, 734 S. : Ill., graph. Darst. ; 24 cm.
Contents: 1 Elementary Rough Set Granules: Toward a Rough Set Processor.- 2 Rough-Neural Computing: An Introduction.- 3 Information Granules and Rough-Neural Computing.- 4 A Rough-Neural Computation Model Based on Rough Mereology.- 5 Knowledge-Based Networking in Granular Worlds.- 6 Adaptive Aspects of Combining Approximation Spaces.- 7 Algebras from Rough Sets.- 8 Approximation Transducers and Trees: A Technique for Combining Rough and Crisp Knowledge.- 9 Using Contextually Closed Queries for Local Closed-World Reasoning in Rough Knowledge Databases.- 10 On Model Evaluation, Indexes of Importance, and Interaction Values in Rough Set Analysis.- 11 New Fuzzy Rough Sets Based on Certainty Qualification.- 12 Toward Rough Datalog: Embedding Rough Sets in Prolog.- 13 On Exploring Soft Discretization of Continuous Attributes.- 14 Rough-SOM with Fuzzy Discretization.- 15 Biomedical Inference: A Semantic Model.- 16 Fundamental Mathematical Notions of the Theory of Socially Embedded Games: A Granular Computing Perspective.- 17 Fuzzy Games and Equilibria: The Perspective of the General Theory of Games on Nash and Normative Equilibria.- 18 Rough Neurons: Petri Net Models and Applications.- 19 Information Granulation in a Decision-Theoretical Model of Rough Sets.- 20 Intelligent Acquisition of Audio Signals Employing Neural Networks and Rough Set Algorithms.- 21 An Approach to Imbalanced Data Sets Based on Changing Rule Strength.- 22 Rough-Neural Approach to Testing the Influence of Visual Cues on Surround Sound Perception.- 23 Handwritten Digit Recognition Using Adaptive Classifier Construction Techniques.- 24 From Rough through Fuzzy to Crisp Concepts: Case Study on Image Color Temperature Description.- 25 Information Granulation and Pattern Recognition.- 26 Computational Analysis of Acquired Dyslexia of Kanji Characters Based on Conventional and Rough Neural Networks.- 27 WaRS: A Method for Signal Classification.- 28 A Hybrid Model for Rule Discovery in Data.- Author Index.
Series Title: Cognitive technologies.
Responsibility: Sankar K. Pal; Lech Polkowski; Andrzej Skowron (eds.).
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From the reviews: "This book (actually edited volume) presents recent advances in the area of rough neural computer from a wide konge (sic) of perspectives. ... The book contains a few introductory Read more...

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