Mathematical Problems in Data Science Theoretical and Practical Methods /

• Κύριοι συγγραφείς: Chen, Li M. (Συγγραφέας), Su, Zhixun (Συγγραφέας), Jiang, Bo (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Έκδοση: 1st ed. 2015.
• Θέματα: 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...