Pub Date: 2014-06-01 Language: Chinese Publisher: Shanghai Jiaotong University Press. National Chiao Tung University Zhiyuan textbook series: computer science theory in the information age is one of Zhiyuan textbook series Shanghai Jiaotong University. the main contents include high-dimensional space. random graph . singular value decomposition. random walks and Markov chains. and VC-dimensional learning algorithm. the algorithm problem of large-scale data. clustering. graphical models and belief propagation. etc.. after the book has appendix and index. National Chiao Tung University Zhiyuan textbook series: computer science theory in the information age can be used as a computer and related professional senior undergraduate or graduate teaching. but also for related professional and technical officers. Contents Chapter 1 Introduction Chapter 2. the nature of high-dimensiona...