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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning

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Advances in Independent Component Analysis and Learning Machines (Hardcover) Loot Price: R2,939
Discovery Miles 29 390
Repayment Terms: R275 pm x 12*
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Advances in Independent Component Analysis and Learning Machines (Hardcover): Ella Bingham, S. Kaski, Jorma Laaksonen, Jouko...

Advances in Independent Component Analysis and Learning Machines (Hardcover)

Ella Bingham, S. Kaski, Jorma Laaksonen, Jouko Lampinen

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Loot Price R2,939 Discovery Miles 29 390 | Repayment Terms: R275 pm x 12*

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In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining. Examples of topics which have developed from the advances of ICA, which are covered in the book are: A unifying probabilistic model for PCA and ICA Optimization methods for matrix decompositions Insights into the FastICA algorithm Unsupervised deep learning Machine vision and image retrieval

General

Imprint: Academic Press Inc
Country of origin: United States
Release date: April 2015
First published: 2015
Editors: Ella Bingham • S. Kaski • Jorma Laaksonen • Jouko Lampinen
Dimensions: 235 x 191 x 19mm (L x W x T)
Format: Hardcover
Pages: 328
ISBN-13: 978-0-12-802806-3
Categories: Books > Computing & IT > Applications of computing > Signal processing
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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LSN: 0-12-802806-8
Barcode: 9780128028063

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