Manifold Learning Theory and Applications

Manifold Learning Theory and Applications
Author: Yunqian Ma
Publisher: CRC Press
Total Pages: 410
Release: 2011-12-20
Genre: Business & Economics
ISBN: 1466558873
GET BOOK

Download Manifold Learning Theory and Applications Book in PDF, Epub and Kindle

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
Language: en
Pages: 410

Manifold Learning Theory and Applications

Authors: Yunqian Ma
Categories: Business & Economics
Type: BOOK - Published: 2011-12-20 - Publisher: CRC Press

GET EBOOK

Trained to extract actionable information from large volumes of high-dimensional data, engineers and scientists often have trouble isolating meaningful low-dime
Machine Learning for Audio, Image and Video Analysis
Language: en
Pages: 564

Machine Learning for Audio, Image and Video Analysis

Authors: Francesco Camastra
Categories: Computers
Type: BOOK - Published: 2015-07-21 - Publisher: Springer

GET 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
Understanding Machine Learning
Language: en
Pages: 415

Understanding Machine Learning

Authors: Shai Shalev-Shwartz
Categories: Computers
Type: BOOK - Published: 2014-05-19 - Publisher: Cambridge University Press

GET EBOOK

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei
Elements of Dimensionality Reduction and Manifold Learning
Language: en
Pages: 617

Elements of Dimensionality Reduction and Manifold Learning

Authors: Benyamin Ghojogh
Categories: Computers
Type: BOOK - Published: 2023-02-02 - Publisher: Springer Nature

GET EBOOK

Dimensionality reduction, also known as manifold learning, is an area of machine learning used for extracting informative features from data for better represen
Machine Learning: Theory and Applications
Language: en
Pages: 551

Machine Learning: Theory and Applications

Authors:
Categories: Computers
Type: BOOK - Published: 2013-05-16 - Publisher: Newnes

GET EBOOK

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