(Ebook pdf) Multilinear Subspace Learning: Dimensionality Reduction of Multidimensional Data (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
♛ Haiping Lu, Konstantinos N. Plataniotis, Anastasios Venetsanopoulos ♛
| #1993179 in Books | Chapman and Hall/CRC | 2013-12-11 | Original language:English | PDF # 1 | 9.30 x.90 x6.20l,.0 | File Name: 1439857245 | 296 pages |
||||"…this book is built to be read as a rich and yet accessible introduction… artfully structured for a specialized audience of new researchers and bleeding-edge practitioners. …The treatment builds an overarching framework and provides an
Due to advances in sensor, storage, and networking technologies, data is being generated on a daily basis at an ever-increasing pace in a wide range of applications, including cloud computing, mobile Internet, and medical imaging. This large multidimensional data requires more efficient dimensionality reduction schemes than the traditional techniques. Addressing this need, multilinear subspace learning (MSL) reduces the dimensionality of big data directly from its na...
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