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Rough-neural Computing : Techniques For Computing With Words
Andrzej Skowron
Rough-neural Computing : Techniques For Computing With Words /Sankar K. Pal, Lech Polkowski, Andrzej Skowron - Springer, Berlin, ©2004 - xxv, 734 pages : illustrations ; 24 cm.
Includes index
The book is devoted to the new topic: rough-neuro computing and is addressed to the research community in the area of Soft Computing and Approximate Reasoning. It is intended both as a monograph as well as a textbook on the main topics of rough-neuro computing. Soft Computing contains various paradigms like fuzzy sets, rough sets, neural networks, genetic algorithms etc. providing mechanisms for decision and classification algorithms aimed at approximate solutions of real life problems. Recent experience shows that a need arises for hybrid methods combining some of these approaches and related to the new idea of Computing based on Information Granulation in particular on Computing With Words." -- Publisher
9783540430599
Ensembles Approximatifs Granular Computing Grobmenge Informatique Douce Natural Language Processing Natural Language Processing (Computer Science) Natürliche Sprache Neural Computers Neurocomputer Ordinateurs Neuronaux Rough Sets Soft Computing Soft Computing Traitement Automatique Des Langues Naturelles
006.3 / AND
Rough-neural Computing : Techniques For Computing With Words /Sankar K. Pal, Lech Polkowski, Andrzej Skowron - Springer, Berlin, ©2004 - xxv, 734 pages : illustrations ; 24 cm.
Includes index
The book is devoted to the new topic: rough-neuro computing and is addressed to the research community in the area of Soft Computing and Approximate Reasoning. It is intended both as a monograph as well as a textbook on the main topics of rough-neuro computing. Soft Computing contains various paradigms like fuzzy sets, rough sets, neural networks, genetic algorithms etc. providing mechanisms for decision and classification algorithms aimed at approximate solutions of real life problems. Recent experience shows that a need arises for hybrid methods combining some of these approaches and related to the new idea of Computing based on Information Granulation in particular on Computing With Words." -- Publisher
9783540430599
Ensembles Approximatifs Granular Computing Grobmenge Informatique Douce Natural Language Processing Natural Language Processing (Computer Science) Natürliche Sprache Neural Computers Neurocomputer Ordinateurs Neuronaux Rough Sets Soft Computing Soft Computing Traitement Automatique Des Langues Naturelles
006.3 / AND