New Learning Paradigms in Soft Computing - Softcover

Jain, Lakhmi C.; Kacprzyk, Janusz

Softcover

ISBN 10: 3662003368 ISBN 13: 9783662003367

Publisher: Physica, 2014

Synopsis

Statistical Learning by Natural Gradient Descent.- Granular Networks and Granular Computing.- Learning and Decision-Making in the Framework of Fuzzy Lattices.- Lazy Learning: A Logical Method for Supervised Learning.- Active Learning in Neural Networks.- Knowledge Extraction from Reinforcement Learning.- Reinforcement Learning for Fuzzy Agents: Application to a Pighouse Environment Control.- Performance Comparisons of Neural Networks and Machine Learning Techniques: A Critical Assessment of the Methodology.- Digital Systems Design Through Learning.- Hybrid Inductive Machine Learning: An Overview of CLIP Algorithms.- An Integer Programming Approach to Inductive Learning Using Genetic and Greedy Algorithms.- Using Unlabeled Data for Learning Classification Problems.- Problems of Rule Induction from Preterm Birth Data.- Reduction of Discriminant Rules Based on Frequent Item Set Calculation.- Deriving a Concise Description of Non-Self Patterns in an Artificial Immune System.

Edition details

• Publisher: Physica
• Publication date: 2014
• Language: English
• ISBN 10: 3662003368
• ISBN 13: 9783662003367
• Binding: Paperback
• Number of pages: 480