Rough-Neural Computing

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 articles suitable to understand what the field of rough several computing is about." (Jan Friso Groote, Zentralblatt MATH, Vol. 1040(9), 2004)

• 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.