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Fundamentals of Artificial Intelligence

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Springer

Pages: 716
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Hardcover - 9788132239703

23 May 2020

$84.99

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Ebook - 9788132239727

23 May 2020

$64.99

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Fundamentals of Artificial Intelligence introduces the foundations of present day AI and provides coverage to recent developments in AI such as Constraint Satisfaction Problems, Adversarial Search and Game Theory,...

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Fundamentals of Artificial Intelligence introduces the foundations of present day AI and provides coverage to recent developments in AI such as Constraint Satisfaction Problems, Adversarial Search and Game Theory, Statistical Learning Theory, Automated Planning, Intelligent Agents, Information Retrieval, Natural Language & Speech Processing, and Machine Vision. The book features a wealth of examples and illustrations, and practical approaches along with the theoretical concepts. It covers all major areas of AI in the domain of recent developments. The book is intended primarily for students who major in computer science at undergraduate and graduate level but will also be of interest as a foundation to researchers in the area of AI.

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Includes logically ordered chapters with dependencies and connectivity with what the students have studied in basic courses

Comprises over 100 diagrams and algorithms to give this book a formal approach for implementation

Consists of theoretical coverage that is followed with number of solved problems and exercises at the end of each chapter

Introducing Artificial Intelligence
Logic and Reasoning Patterns
First Order Predicate Logic
Rule Based Reasoning
Logic Programming and Prolog
Real-world Knowledge Representation
Networks-based Representation
State Space Search
Heuristic Search
Constraint Satisfaction Problems
Adversarial Search and Game Theory
Reasoning in Uncertain Environments
Machine Learning
Statistical Learning Theory
Automated Planning
Intelligent Agents
Data Mining
Information Retrieval
Natural Language Processing
Automatic Speech Recognition
Machine Vision
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Prof. K.R. Chowdhary is currently a Professor of Computer Science at JGI, Jodhpur. He is the former Professor and Head, Department of Computer Science & Engineering, M.B.M. Engineering College, Jodhpur, India. He completed his PhD from the same university in 2004. Prof. Chowdhary has over 35 years of teaching and research experience. He also taught at IIT Jodhpur (2010-2017), and also served as Director at JIET Group of Institutions, Jodhpur from 2014 to 2019. He was honored with senior membership award of Association for Computing Machinery in 2008 and Eminent Computer Engineer’s Award from the Institute of Engineers, India in 2011. He has authored several papers published in national and international...

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Prof. K.R. Chowdhary is currently a Professor of Computer Science at JGI, Jodhpur. He is the former Professor and Head, Department of Computer Science & Engineering, M.B.M. Engineering College, Jodhpur, India. He completed his PhD from the same university in 2004. Prof. Chowdhary has over 35 years of teaching and research experience. He also taught at IIT Jodhpur (2010-2017), and also served as Director at JIET Group of Institutions, Jodhpur from 2014 to 2019. He was honored with senior membership award of Association for Computing Machinery in 2008 and Eminent Computer Engineer’s Award from the Institute of Engineers, India in 2011. He has authored several papers published in national and international journals and conference proceedings. His areas of specialization include: Discrete Mathematical Structures, Theory of Computation, AI, Machine Learning, Natural Language and Speech Processing.  

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