Cluster Analysis for Data Mining and System Identification

By: Janos Abonyi, BalÃ¡zs Feil

Write A Review

Hardcover | 1 June 2007

At a Glance

Hardcover
328 Pages

Dimensions(cm)
22.86 x 16.51 x 1.91

Hardcover

$169.00

or 4 interest-free payments of $42.25 with

Ships in 5 to 7 business days

Dataclusteringisacommontechniqueforstatisticaldataanalysis,whichisusedin many ?elds, including machine learning, data mining, pattern recognition, image analysis and bioinformatics. Clustering is the classi?cation of similar objects into di?erent groups, or more precisely, the partitioning of a data set into subsets (clusters), so that the data in each subset (ideally) share some common trait - often proximity according to some de?ned distance measure. The aim of this book is to illustrate that advanced fuzzy clustering algorithms can be used not only for partitioning of the data, but it can be used for visuali- tion,regression,classi?cationandtime-seriesanalysis,hence fuzzy cluster analysis is a good approach to solve complex data mining and system identi?cation pr- lems. Overview In the last decade the amount of the stored data has rapidly increased related to almost all areas of life. The most recent survey was given by Berkeley University of California about the amount of data. According to that, data produced in 2002 and stored in pressed media, ?lms and electronics devices only are about 5 - abytes. For comparison, if all the 17 million volumes of Library of Congress of the UnitedStatesofAmericaweredigitalized,itwouldbeabout136terabytes. Hence, 5 exabytes is about 37,000 Library of Congress. If this data mass is projected into 6. 3 billion inhabitants of the Earth, then it roughly means that each contem- rary generates 800 megabytes of data every year. It is interesting to compare this amount with Shakespeare's life-work, which can be stored even in 5 megabytes.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $89.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.

Defective items

If there is a problem with any of the items received for your order then the Booktopia Customer Care team is ready to assist you.

For more info please visit our Help Centre.

Classical fuzzy cluster analysis
Visualization of the clustering results
Clustering for fuzzy model identification
Fuzzy clustering for system identification
Fuzzy model based classifiers
Segmentation of multivariate time-series
Table of Contents provided by Publisher. All Rights Reserved.

Cluster Analysis for Data Mining and System Identification

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Economics, Finance, Business and Management

The Secret Language of Work

Hyper-Helpful Scripts for Every Situation

The New Money Strategy

The Modern Guide to Rational, Long-Term Investing, Australian Edition

The Winner's Formula

from the bestselling author of The Winner's Bible

Market Wizards: The Next Generation

The world's top young traders reveal how they beat the market

Secrets of the New Online Entrepreneurs

How Australia's Top Disruptors Scale Up, Sell Fast and Stand Out - And How You Can Too

Privatising humanity

How our essential human needs became financial assets

Rule of Lies

My Wild Ride Through Chaos, Corruption, and Murder in Putin's Russia

Burn Bright

10 Habits to Sustain High Performance in an Always-on World

Mega Builds

Ten Colossal Construction Projects That Will Change Our World

Manchester must dance

A life of music, madness and moving on up

Diddly Squat

The Farmer's Dog

Questions Every Seller Must Ask

How to Avoid Costly Mistakes and Sell Your Home for More

The Overachiever's Reset

A Better Way to Succeed, Without Losing Yourself

Poor Charlie's Almanack

The Essential Wit and Wisdom of Charles T. Munger

Inside the Box

How Constraints Make Us Better

Escape From Capitalism

Economics is Political, and Other Liberating Truths

The Simple Guide to ADHD Regulation

The Secret to Finding Balance, Getting Things Done, and Enjoying Your Life

HBR's 10 Must Reads on Building a Great Culture, Updated and Expanded (featuring "What People Get Wrong About Psychological Safety" by Amy C. Edmondson and Michaela J. Kerrissey)

HBR's 10 Must Reads

The Story of Capital

What Everyone Should Know about How Capital Works

How to Win a Trade War

Red Brick Thinking

Make Space. Find Focus. Move Forward.

The Little Book of Common Sense Investing

The Only Way to Guarantee Your Fair Share of Stock Market Returns

How to Win Friends and Influence People

The Lean Startup

How Constant Innovation Creates Radically Successful Businesses

This product is categorised by