Mathematical Problems in Data Science Theoretical and Practical Methods /

• Main Authors: Chen, Li M. (Author), Su, Zhixun (Author), Jiang, Bo (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Edition: 1st ed. 2015.
• Subjects: Computer science.; Computer communication systems.; Computer science > Mathematics.; Computers.; Computer Science.; Information Systems and Communication Service.; Computer Communication Networks.; Mathematics of Computing.

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 learn...