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

Granular Computing Based Machine Learning

Granular Computing Based Machine Learning

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319700571
Condition
New
Product Description

This book explores the significant role of granular computing in advancing machine learning towards in-depth processing of big data. It begins by introducing the main characteristics of big data, i.e., the five VsVolume, Velocity, Variety, Veracity and Variability. The book explores granular computing as a response to the fact that learning tasks have become increasingly more complex due to the vast and rapid increase in the size of data, and that traditional machine learning has proven too shallow to adequately deal with big data. Some popular types of traditional machine learning are presented in terms of their key features and limitations in the context of big data. Further, the book discusses why granular-computing-based machine learning is called for, and demonstrates how granular computing concepts can be used in different ways to advance machine learning for big data processing. Several case studies involving big data are presented by using biomedical data and sentiment data, in order to show the advances in big data processing through the shift from traditional machine learning to granular-computing-based machine learning. Finally, the book stresses the theoretical significance, practical importance, methodological impact and philosophical aspects of granular-computing-based machine learning, and suggests several further directions for advancing machine learning to fit the needs of modern industries. This book is aimed at PhD students, postdoctoral researchers and academics who are actively involved in fundamental research on machine learning or applied research on data mining and knowledge discovery, sentiment analysis, pattern recognition, image processing, computer vision and big data analytics. It will also benefit a broader audience of researchers and practitioners who are actively engaged in the research and development of intelligent systems.

Available Colors
Available Sizes
1 Offer Price Range: $99.00 - $99.00
BEST PRICE

Single Product Purchase

$99.00
@ 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
$99.00 $99.00

$99.00
See Site In stock Visit Store

Similar Products

Representations for Genetic and Evolutionary Algorithms

$39.99

The Crisis of French Sea Power, 16881697

$169.99

Visual Information and Information Systems

$84.99

Cadmium: From Toxicity to Essentiality

$189.00

Virtual Auditory Space: Generation and Applications

$139.99

Imagine Heaven- Near-Death Experiences, God's Promises, and the Exhilarating Future That Awaits You by John Burke

$16.99

The Future of Predictive Safety Evaluation

$39.99

Distributed Applications and Interoperable Systems

$39.99

Genomics Data Analysis for Crop Improvement

$199.99

The Reasonable Audience

$79.99

Developing and Evaluating Educational Programs for Students with Autism

$109.99

Skandalfall Wirecard: Eine wissenschaftlich-fundierte interdisziplinre Analyse

$79.99

(Mis)Understanding Freud with Lacan, Zizek, and Neuroscience

$109.99

Environmental Nanotechnology Volume 4

$109.99

Pocket Guide to Kidney Stone Prevention

$99.99

Clinical Atlas of Interstitial Lung Disease

$259.00

Opportunistische Koordinierung bei Werkstattfertigung

$59.99

Tauchtechnik

$54.99

The Politics of Everyday Life in Fascist Italy

$139.99

Jaundice During Pregnancy

$54.99

Electrochemistry VI

$39.99

Die Europische Union

$59.99

The Educational Significance of Human and Non-Human Animal Interactions

$109.99

Foundations of the Theory of Parthood

$79.99

Chronically Evolving Viral Hepatitis

$54.99

Principles of Database and Solid-State Drive Co-Design

$44.99

Neisseria meningitidis

$169.99

Model Order Reduction: Theory, Research Aspects and Applications

$129.00

Vertebral Malformations

$109.99

Developing Language Teacher Autonomy through Action Research

$109.99

Einfhrung in die Enzymtechnologie

$44.99

Analysis III

$64.99

Pawsome Puppets! Make Your Own PAWPatrol Puppets by Curiosity Books

$12.99

Regelmechanismen fr die Formsicherung im Automobilbau

$59.99

Knowledge and Networks

$59.99

Explosion Risk of Solid Biofuels

$54.99

The Semiotics of Law in Legal Education

$54.99

Cisgenic Crops: Safety, Legal and Social Issues

$169.99

Chirurgie anorektaler Krankheiten

$59.99

Risk Management Technologies

$169.99