Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Unsupervised Feature Extraction Applied to Bioinformatics

Unsupervised Feature Extraction Applied to Bioinformatics

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783030224561
Condition
New
Product Description

This book proposes applications of tensor decomposition to unsupervised feature extraction and feature selection. The author posits that although supervised methods including deep learning have become popular, unsupervised methods have their own advantages. He argues that this is the case because unsupervised methods are easy to learn since tensor decomposition is a conventional linear methodology. This book starts from very basic linear algebra and reaches the cutting edge methodologies applied to difficult situations when there are many features (variables) while only small number of samples are available. The author includes advanced descriptions about tensor decomposition including Tucker decomposition using high order singular value decomposition as well as higher order orthogonal iteration, and train tenor decomposition. The author concludes by showing unsupervised methods and their application to a wide range of topics. Allows readers to analyze data sets with small samples and many features; Provides a fast algorithm, based upon linear algebra, to analyze big data; Includes several applications to multi-view data analyses, with a focus on bioinformatics.

Available Colors
Available Sizes
1 Offer Price Range: $139.00 - $139.00
BEST PRICE

Single Product Purchase

$139.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$139.00 $139.00

$139.00
See Site In stock Visit Store

Similar Products

Stand und Zukunft der Acetylenbeleuchtung

$59.99

Textbook of Pediatric Gastroenterology, Hepatology and Nutrition

$89.00

Organized Crime: Culture, Markets and Policies

$54.99

Artificial General Intelligence

$79.99

Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy

$219.99

Making Robots Smarter

$129.00

Parlament und Aussenpolitik Zusammenarbeit der Ostsee-Staaten Regelung des Verkehrs

$59.99

Auswirkungen und Erfolgsfaktoren von Disease Management

$74.99

Die Ausservertragliche Haftung von Grossbetrieben fr Angestellte

$59.99

So berzeugen Sie jeden

$29.99

Computer Safety, Reliability, and Security

$54.99

Jan Compagnie in Japan, 16001850

$54.99

Krfte, Momente und deren Ausgleich in der Verbrennungskraftmaschine

$69.99

Performance Evaluation and Benchmarking for the Analytics Era

$44.99

Badiou and American Modernist Poetics

$59.99

Discrete and Fractional Programming Techniques for Location Models

$39.99

Stadtregion und Verkehr

$59.99

Modeling and Control in Solid Mechanics

$39.99

Supramolecular Structure and Function 7

$84.99

American Jewish Year Book 2021

$169.99

Trends and Perspectives in Applied Mathematics

$54.99

Ecology, Systematics, and the Natural History of Predaceous Diving Beetles (Coleoptera: Dytiscidae)

$219.00

Live Data Structures in Logic Programs

$39.99

Virtual Reality, Trainings Future?

$169.99

Elektrochemie

$64.99

Musculoskeletal Diseases

$69.99

Fremdenfeindliche Vorurteile in den Staaten der EU

$69.99

Soziologien in Neuseeland

$24.99

Controversies in the Management of Lymphomas

$109.99

Introduction to Shannon Sampling and Interpolation Theory

$54.99

IUTAM Symposium on Flow Control and MEMS

$84.99

Death and Immortality

$39.99

Computational Finance with R

$129.00

Innovations in Computer Science and Engineering

$169.99

Proceedings of the Boston Colloquium for the Philosophy of Science,1962-1964

$219.99

A History of the Personal Social Services in England

$37.99

Simulations as Scaffolds in Science Education

$54.99

Innovative Statistical Methods for Public Health Data

$119.99

The Myth of the Titanic

$109.99

Histories of Transnational Crime

$109.99