عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783790818031
(Number (ISBN
9783790824995
NATIONAL BIBLIOGRAPHY NUMBER
Number
b408061
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
New Learning Paradigms in Soft Computing
General Material Designation
[Book]
First Statement of Responsibility
edited by Lakhmi C. Jain, Janusz Kacprzyk.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Heidelberg :
Name of Publisher, Distributor, etc.
Imprint: Physica,
Date of Publication, Distribution, etc.
2002.
SERIES
Series Title
Studies in Fuzziness and Soft Computing,
Volume Designation
84
ISSN of Series
1434-9922 ;
CONTENTS NOTE
Text of Note
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.
0
SUMMARY OR ABSTRACT
Text of Note
Learning is a key issue in the analysis and design of all kinds of intelligent systems. In recent time many new paradigms of automated (machine) learning have been proposed in the literature. Soft computing, that has proved to be an effective and efficient tool in so many areas of science and technology, seems to offer new qualities in the realm of machine learning too. The purpose of this volume is to present some new learning paradigms that have been triggered, or at least strongly influenced by soft computing tools and techniques, mainly related to neural networks, fuzzy logic, rough sets, and evolutionary computations.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783790824995
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Computer science.
Engineering.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Jain, L. C.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Kacprzyk, Janusz.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190307160300.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
