TY - BOOK AU - Davis,Ernest TI - Linear algebra and probability for computer science applications SN - 9781466501553 (hardback) AV - QA76.9.M35 D38 2012 U1 - 004.0151 23 PY - 2012/// CY - Boca Raton, FL PB - CRC Press KW - Computer science KW - Mathematics KW - Algebras, Linear KW - Probabilities N1 - Includes bibliographical references and index N2 - "Taking a computer scientist's point of view, this classroom-tested text gives an introduction to linear algebra and probability theory, including some basic aspects of statistics. It discusses examples of applications from a wide range of areas of computer science, including computer graphics, computer vision, robotics, natural language processing, web search, machine learning, statistical analysis, game playing, graph theory, scientific computing, decision theory, coding, cryptography, network analysis, data compression, and signal processing. It includes an extensive discussion of MATLAB, and includes numerous MATLAB exercises and programming assignments"-- ER -