eBook-Artificial Intelligence, As per AICTE: Making a System Intelligent

  • ISBN: 9788126588596
  • 444 pages

Available Exclusively as an eBook | Part of the AI Collection | Only for Institutional Purchase | Publication Year: 2019

Description

Artificial Intelligence: Making a System Intelligent explains concept of intelligent systems, techniques from knowledge-based systems, neural networks, fuzzy systems, evolutionary computation, and intelligent agents. The principles behind these techniques have been explained in this book without resorting to complex mathematics. The lack of assumed prior knowledge makes this book ideal for any introductory course in artificial intelligence or intelligent systems design. The contemporary coverage of this book is highly beneficial to advanced students as it facilitates in discovering state-of-the-art techniques, particularly in intelligent agents and knowledge discovery.

 

About the Author

Dr. Nilakshi Jain currently serves as an Associate Professor at the Shah & Anchor Kutchhi Engineering College in the Information Technology Department, Mumbai, India. She is the Research Coordinator of SAKEC Research Cell and President of Institution Innovation Council. She is a Certified Ethical Hacker CEH (EC-Council- USA). She has a rich experience of working in the Digital Forensic field. Her areas of research include Artificial Intelligence, Human Computer Interaction, and Usability Engineering.

Table of Contents

  • Introduction to Artificial Intelligence
  • Intelligent Agents
  • Problem Solving
  • Uninformed Search Strategies
  • Informed Search
  • Adversarial Search
  • Constraint Satisfaction Problem
  • Knowledge and Reasoning
  • Predicate Logic
  • Representation Knowledge Using Rules
  • Planning and Learning
  • Uncertain Knowledge and Reasoning
  • Natural Language Processing
  • Expert System
  • Application
  • Cognitive Computing
  • Introduction to Soft Computing and Fuzzy Logic
  • Artificial Neural Network
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