データサイエンスにおける数理的問題
Mathematical Problems in Data Science
Theoretical and Practical Methods
Chen, L. M.
Su, Z.
Jiang, B.
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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.