Advanced artificial intelligence [electronic resource]

Responsibility: Zhongzhi Shi.
Imprint: Singapore ; Hackensack, N.J. : World Scientific Pub. Co., c2011.
Physical description: xvi, 613 p. : ill. (some col.)

Online

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Description

Creators/Contributors

Author/Creator: Shi, Zhongzhi.
Contributor: World Scientific (Firm)

Contents/Summary

Bibliography

Includes bibliographical references (p. 585-613).

Contents

Logic Foundation of Artificial Intelligence
Constraint Reasoning
Qualitative Reasoning
Case-Based Reasoning
Probabilistic Reasoning
Inductive Learning
Support Vector Machine
Explanation-Based Learning
Reinforcement Learning
Rough Set
Association Rules
Knowledge Discovery
Distributed Intelligence
Evolutionary Computation.
(source: Nielsen Book Data)

Publisher's summary

Artificial intelligence is a branch of computer science and a discipline in the study of machine intelligence, that is, developing intelligent machines or intelligent systems imitating, extending and augmenting human intelligence through artificial means and techniques to realize intelligent behavior.Advanced Artificial Intelligence consists of 16 chapters. The content of the book is novel, reflects the research updates in this field, and especially summarizes the author's scientific efforts over many years. The book discusses the methods and key technology from theory, algorithm, system and applications related to artificial intelligence. This book can be regarded as a textbook for senior students or graduate students in the information field and related tertiary specialities. It is also suitable as a reference book for relevant scientific and technical personnel.
(source: Nielsen Book Data)

Subjects

Subjects: Artificial intelligence.; Computer science.

Bibliographic information

Publication date: 2011
Reproduction: Electronic reproduction. Singapore : World Scientific Publishing Co., 2011. System requirements: Adobe Acrobat Reader. Mode of access: World Wide Web. Available to subscribing institutions.
ISBN: 9789814291354 (electronic bk.); 981429134X; 9789814291347; 9814291358 (electronic bk.)