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Titlebook: Soft Computing in Case Based Reasoning; Sankar K. Pal (Distinguished Scientist and Head),T Book 2001 Springer-Verlag London Limited 2001 a

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Applications of Soft CBR at General Electricerance for imprecision and uncertainty which is intrinsic to soft computing techniques. The pay-off of this conjunctive use of soft computing and case based reasoning techniques is a more accurate and robust solution than a solution derived from the use of any single technique alone. The fielded sys
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An Architecture for Hybrid Creative Reasoninghanism can be exploited to solve problems inside the same domain or problems that imply inter-domain transfer of expertise..The architecture is the result of a synthesis work motivated by the observation that the strong similarities between the computational mechanisms used in systems developed so f
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Teacher: A Genetics Based System for Learning and Generalizing Heuristicsemploys a genetics based machine learning approach and divides the design process into four phases. In the classification phase, the application domain is divided into subspaces (based on user requirements) and problem subdomains (based on the performance behavior of HMs). In the learning phase, HMs
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Neuro-Fuzzy Approach for Maintaining Case Baseshere the transformed coefficients are determined by gradient-descent technique, such that the degrees of membership can be as crisp as possible. The last phase uses the fuzzy class membership value of each record to formulate the deletion policy. The case density of each record is computed to determ
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Armchair Mission to Mars: Using Case Based Reasoning and Fuzzy Logic to Simulate a Time Series Models itself to formulation and computation using fuzzy logic. The application domain presents several technical issues for traditional case based reasoning: there is no natural hierarchy of parameters to use in optimizing installation and retrieval of cases, and there are large variations in behavior a
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t systems.This book will be of particular interest to graduate students and researchers in computer science, electrical engineering and information technology but it will also be of interest to researchers and practitioners in the fields of systems design, pattern recognition and data mining.978-1-4471-0687-6
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