عنوان

New Learning Paradigms in Soft Computing

شابک

9783790818031

شابک

9783790824995

شماره

b408061

عنوان اصلي

New Learning Paradigms in Soft Computing

نام عام مواد

[Book]

نام نخستين پديدآور

edited by Lakhmi C. Jain, Janusz Kacprzyk.

محل نشرو پخش و غیره

Heidelberg :

نام ناشر، پخش کننده و غيره

Imprint: Physica,

تاریخ نشرو بخش و غیره

2002.

عنوان فروست

Studies in Fuzziness and Soft Computing,

مشخصه جلد

84

شاپا ي ISSN فروست

1434-9922 ;

متن يادداشت

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.

بدون عنوان

0

متن يادداشت

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.

شماره استاندارد بين المللي کتاب و موسيقي

9783790824995

عنوان

Springer eBooks

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer science.

موضوع مستند نشده

Engineering.

مستند نام اشخاص تاييد نشده

Jain, L. C.

مستند نام اشخاص تاييد نشده

Kacprzyk, Janusz.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190307160300.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y