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Bayesian artificial intelligence

By: Contributor(s): Material type: TextTextSeries: Computer Science and Data Analysis SeriesPublication details: Boca Raton CRC Press 2011Edition: 2nd edDescription: xxvii, 463 pISBN:
  • 9781439815915
Subject(s): DDC classification:
  • 519.542 K6B2-2011
Summary: Updated and expanded, Bayesian Artificial Intelligence, Second Edition provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. It focuses on both the causal discovery of networks and Bayesian inference procedures. Adopting a causal interpretation of Bayesian networks, the authors discuss the use of Bayesian networks for causal modeling. They also draw on their own applied research to illustrate various applications of the technology.(http://www.crcpress.com/product/isbn/9781439815915)
List(s) this item appears in: Artificial Intelligence (AI) | Artificial intelligence
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Item type Current library Item location Collection Shelving location Call number Status Date due Barcode
Books Vikram Sarabhai Library Rack 33-A / Slot 1676 (2nd Floor, East Wing) Non-fiction General Stacks 519.542 K6B2-2011 (Browse shelf(Opens below)) Available 189276

Updated and expanded, Bayesian Artificial Intelligence, Second Edition provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. It focuses on both the causal discovery of networks and Bayesian inference procedures. Adopting a causal interpretation of Bayesian networks, the authors discuss the use of Bayesian networks for causal modeling. They also draw on their own applied research to illustrate various applications of the technology.(http://www.crcpress.com/product/isbn/9781439815915)

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