Numerous real-life problems so complex as to be virtually insoluble by means of traditional computer science techniques can now be approached effectively with artificial intelligence techniques. Recently, artificial intelligence technologies have evolved at a rapid pace, raising significant challenges to the effort to stay current. PThe Encyclopedia of Artificial Intelligence is a comprehensive and in-depth reference to the most recent developments in the field covering theoretical developments, techniques, technologies, and applications of systems using intelligent characteristics for adaptability, automation learning, classification, prediction, and even artistic creation, among others. Authored by the world s leading experts from more than 30 countries, this commanding reference of over 200 articles is essential to any research library s technology holdings. Hardcover: 1777 p. Publisher: Information Science Reference; 1 edition (August 5, 2008) Language: English ISBN10: 1599048493 ISBN13: 978-1599048499
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Springer, 2013. — 1941 p. 376 illus., 192 illus. in color — ISBN: 1461438578, 9781461438571 The Encyclopedia of Creativity, Invention, Innovation, and Entrepreneurship (CI2E) is a three-volume electronic and print reference that uniquely covers the broad spectrum of topics relating to the process of creativity and innovation, from a wide variety of perspectives (e.g.,...
MIT Press, 2016. — 802 p. A comprehensive introduction to neural networks and deep learning by leading researchers of this field. Written for two main target audiences: university students (undergraduate or graduate) learning about machine learning, and software engineers. This is a PDF compilation of online book (www.deeplearningbook.org) Who Should Read This Book? Historical...
Massachusetts Institute of Technology, 2012. — 1067 p. ISBN: 0262018020, 978-0262018029. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and...
Academic Press, 2009. — 864 p. — ISBN: 0123747651. Robert Nisbet, Pacific Capital Bank Corporation, Santa Barbara, CA, USA John Elder, Elder Research, Inc. and the University of Virginia, Charlottesville, USA Gary Miner, StatSoft, Inc. , Tulsa, OK, USA Description The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book...
Springer, 2011, -1058 p. The term Machine Learning came into wide-spread use following the first workshop by that name, held at Carnegie-Mellon University in 1980. The papers from that workshop were published as Machine Learning: An Artificial Intelligence Approach, edited by Ryszard Michalski, Jaime Carbonell and Tom Mitchell. Machine Learning came to be identified as a...
World Scientific, 2011. — 613 p. — (Series on Intelligence Science. Vol.1) — ISBN: 981429134X, 978-9814291347. 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...