Manifold Learning Theory and Applications

Manifold Learning Theory and Applications
Author :
Publisher : CRC Press
Total Pages : 415
Release :
ISBN-10 : 9781466558878
ISBN-13 : 1466558873
Rating : 4/5 (873 Downloads)

Book Synopsis Manifold Learning Theory and Applications by : Yunqian Ma

Download or read book Manifold Learning Theory and Applications written by Yunqian Ma and published by CRC Press. This book was released on 2011-12-20 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trained to extract actionable information from large volumes of high-dimensional data, engineers and scientists often have trouble isolating meaningful low-dimensional structures hidden in their high-dimensional observations. Manifold learning, a groundbreaking technique designed to tackle these issues of dimensionality reduction, finds widespread


Manifold Learning Theory and Applications Related Books

Manifold Learning Theory and Applications
Language: en
Pages: 415
Authors: Yunqian Ma
Categories: Business & Economics
Type: BOOK - Published: 2011-12-20 - Publisher: CRC Press

DOWNLOAD EBOOK

Trained to extract actionable information from large volumes of high-dimensional data, engineers and scientists often have trouble isolating meaningful low-dime
Understanding Machine Learning
Language: en
Pages: 415
Authors: Shai Shalev-Shwartz
Categories: Computers
Type: BOOK - Published: 2014-05-19 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei
Machine Learning for Audio, Image and Video Analysis
Language: en
Pages: 564
Authors: Francesco Camastra
Categories: Computers
Type: BOOK - Published: 2015-07-21 - Publisher: Springer

DOWNLOAD EBOOK

This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of
Graph Embedding for Pattern Analysis
Language: en
Pages: 264
Authors: Yun Fu
Categories: Technology & Engineering
Type: BOOK - Published: 2012-11-19 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Graph Embedding for Pattern Recognition covers theory methods, computation, and applications widely used in statistics, machine learning, image processing, and
Machine Learning: Theory and Applications
Language: en
Pages: 551
Authors:
Categories: Computers
Type: BOOK - Published: 2013-05-16 - Publisher: Newnes

DOWNLOAD EBOOK

Statistical learning and analysis techniques have become extremely important today, given the tremendous growth in the size of heterogeneous data collections an