Fundamentals of Artificial Intelligence

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Beschreibung

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.

Über den Autor

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.

Zusammenfassung

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

Inhaltsverzeichnis

Introducing Arti¿cial 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

Details

Erscheinungsjahr:	2020
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	xxx 716 S. 224 s/w Illustr. 1 farbige Illustr. 716 p. 225 illus. 1 illus. in color.
ISBN-13:	9788132239703
ISBN-10:	8132239709
Sprache:	Englisch
Ausstattung / Beilage:	HC runder Rücken kaschiert
Einband:	Gebunden
Autor:	Chowdhary, K. R.
Auflage:	1st ed. 2020
Hersteller:	Springer India
Maße:	241 x 160 x 46 mm
Von/Mit:	K. R. Chowdhary
Erscheinungsdatum:	05.04.2020
Gewicht:	1,273 kg

Artikel-ID: 118024004