Multilinear Subspace Learning:Dimensionality Reduction of Multidimensional Data(Chapman & Hall/CRC Machine Learning & Pattern Recognition)

多线性子空间学习:多维数据降维

计算机科学技术基础学科

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1149.00
发货周期:预计5-7周发货
出  版 社
出版时间
2013年12月11日
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ISBN
9781439857243
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页      码
296
开      本
6-1/8x9-1/4
语      种
英文
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图书简介
Emphasizing essential concepts and system-level perspectives, this book provides a foundation for solving many of today’s most interesting and challenging problems in big multidimensional data processing. It gives a comprehensive introduction to both theoretical and practical aspects of MSL for the dimensionality reduction of multidimensional data based on tensors. The book follows a unifying MSL framework formulation to systematically derive representative MSL algorithms. It describes various applications of the algorithms, along with their pseudocode. Supporting materials are available online.
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