Mathematical Problems in Data Science : Theoretical and Practical Methods

Chen, Li M./ Su, Zhixun/ Jiang, Bo

Springer International Publishing AG（2015/12発売）

• 製本 Hardcover:ハードカバー版／ページ数 213 p.
• 言語 ENG
• 商品コード 9783319251257
• DDC分類 004.0151

Full Description

This book describes current problems in data science and Big Data. Key topics are data classification, Graph Cut, the Laplacian Matrix, Google Page Rank, efficient algorithms, hardness of problems, different types of big data, geometric data structures, topological data processing, and various learning methods.