Artificial Intelligence
Autor Rob Callanen Limba Engleză Paperback – 8 mai 2003
There has been significant growth in real-world applications in recent years, e.g. detection of credit card fraud, building robots for industrial tasks and entertainment, securing networks from hackers, making characters in computer games behave more human like. This book introduces the techniques used in these real-world applications.
All chapters include a range of exercises and suggested project work. Website support and an on-line solutions manual will also be available.
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Specificații
ISBN-13: 9780333801369
ISBN-10: 0333801369
Pagini: 520
Ilustrații: 230 line drawings
Dimensiuni: 189 x 246 x 28 mm
Greutate: 0.92 kg
Ediția:2003
Editura: Bloomsbury Publishing
Colecția Red Globe Press
Locul publicării:London, United Kingdom
ISBN-10: 0333801369
Pagini: 520
Ilustrații: 230 line drawings
Dimensiuni: 189 x 246 x 28 mm
Greutate: 0.92 kg
Ediția:2003
Editura: Bloomsbury Publishing
Colecția Red Globe Press
Locul publicării:London, United Kingdom
Cuprins
Preface
PART ONE: INTRODUCTION
Introduction
PART TWO: LOGIC AND SEARCH
Logic
Search
Automating Logical Reasoning
PART THREE: UNCERTAINTY
Bayesian Networks I
Bayesian Networks II
Other Approaches to Uncertainty
PART FOUR: DECIDING ON ACTIONS
Decision Networks Planning I
Planning II
PART FIVE: LEARNING
Introduction to Learning
Decision Tree Learning
Inductive Logic Programming
Reinforcement Learning
Neural Networks I
Neural Networks II
Genetic Algorithms
PART SIX: NATURAL LANGUAGE UNDERSTANDING AND PERCEPTION
Natural Language Processing I
Natural Language Processing II
Speech Processing
Vision
PART SEVEN: AGENTS, PHILOSOPHY AND APPLICATIONS
Agents
Philosophy of AI
Some Applications of AI
Appendix A A Quick Tour of Prolog
Bibliography
Index.
PART ONE: INTRODUCTION
Introduction
PART TWO: LOGIC AND SEARCH
Logic
Search
Automating Logical Reasoning
PART THREE: UNCERTAINTY
Bayesian Networks I
Bayesian Networks II
Other Approaches to Uncertainty
PART FOUR: DECIDING ON ACTIONS
Decision Networks Planning I
Planning II
PART FIVE: LEARNING
Introduction to Learning
Decision Tree Learning
Inductive Logic Programming
Reinforcement Learning
Neural Networks I
Neural Networks II
Genetic Algorithms
PART SIX: NATURAL LANGUAGE UNDERSTANDING AND PERCEPTION
Natural Language Processing I
Natural Language Processing II
Speech Processing
Vision
PART SEVEN: AGENTS, PHILOSOPHY AND APPLICATIONS
Agents
Philosophy of AI
Some Applications of AI
Appendix A A Quick Tour of Prolog
Bibliography
Index.