Grouping Multidimensional Data

Recent Advances in Clustering

By: Jacob Kogan (Editor), Charles Nicholas (Editor), Marc Teboulle (Editor)

Write A Review

Hardcover | 16 December 2005

At a Glance

Hardcover
284 Pages

Dimensions(cm)
23.5 x 15.88 x 1.91

Hardcover

$169.75

or 4 interest-free payments of $42.44 with

Ships in 5 to 7 business days

Clustering is one of the most fundamental and essential data analysis techniques. Clustering can be used as an independent data mining task to discern intrinsic characteristics of data, or as a preprocessing step with the clustering results then used for classification, correlation analysis, or anomaly detection.

Kogan and his co-editors have put together recent advances in clustering large and high-dimension data. Their volume addresses new topics and methods which are central to modern data analysis, with particular emphasis on linear algebra tools, opimization methods and statistical techniques. The contributions, written by leading researchers from both academia and industry, cover theoretical basics as well as application and evaluation of algorithms, and thus provide an excellent state-of-the-art overview.

The level of detail, the breadth of coverage, and the comprehensive bibliography make this book a perfect fit for researchers and graduate students in data mining and in many other important related application areas.

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 $79.00 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.

You Can Find This Book In

Non-Fiction Computing & I.T.Databases Data Mining Mathematics Probability & Statistics Computer Science Artificial Intelligence Computer Vision Computer Programming & Software Development Algorithms & Data Structures

Other Editions and Formats

Paperback

Published: 12th February 2010

View Product

The Star Clustering Algorithm for Information Organization	p. 1
A Survey of Clustering Data Mining Techniques	p. 25
Similarity-Based Text Clustering: A Comparative Study	p. 73
Clustering Very Large Data Sets with Principal Direction Divisive Partitioning	p. 99
Clustering with Entropy-Like k-Means Algorithms	p. 127
Sampling Methods for Building Initial Partitions	p. 161
TMG: A MATLAB Toolbox for Generating Term-Document Matrices from Text Collections	p. 187
Criterion Functions for Clustering on High-Dimensional Data	p. 211
References	p. 239
Index	p. 265
Table of Contents provided by Ingram. All Rights Reserved.

Grouping Multidimensional Data

Recent Advances in Clustering

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

Other Editions and Formats

Paperback

More in Computer Science

Python Crash Course

3rd Edition - A Hands-On, Project-Based Introduction to Programming

Microsoft 365 Excel For Dummies

For Dummies (Computer/Tech)

Microsoft Power BI For Dummies

For Dummies (Computer/Tech)

The AI Con

How To Fight Big Tech's Hype and Create the Future We Want

The Tech Coup

How to Save Democracy from Silicon Valley

Nexus

A Brief History of Information Networks from the Stone Age to AI

Creative Machines

AI, Art & Us

Python All-in-One For Dummies

3rd Edition

The AI-Driven Leader

Harnessing AI to Make Faster, Smarter Decisions

Empire of AI

Inside the reckless race for total domination

Microsoft 365 Excel All-in-One For Dummies

Excel for Dummies

Building Machine Learning Systems with a Feature Store

Batch, Real-Time, and LLM Systems

Artificial Intelligence and Human Existence

Insights on Education, Technology, and Society

Metaheuristics in Engineering Applications

Advances in Metaheuristics

It's Not in the Manual

Real-World Leadership for Security and Risk Professionals

Deep Learning Applications in Operations Research

Thermal and Flow Measurements

Scary Smart

The Future of Artificial Intelligence and How You Can Save Our World

Artificial Intelligence and Human Rights, Democracy, and the Rule of Law

Computational Intelligence Techniques

The Shortest History of AI

Generative AI for Communications Systems

Fundamentals, Applications, and Prospects

Artificial Intelligence in Biomaterials Design and Development

Woodhead Publishing Series in Biomaterials

Intelligent Networked Things

8th China Intelligent Networked Things Conference, CINT 2025, Zhuhai, China, June 13-15, 2025, Proceedings, Part I

Digital Hermeneutics II

Sources, Analysis, Interpretation, Annotation, and Curation : Third International Workshop, Frankfurt am Main, Germany, November 23-24, 2023, Revised Selected Papers

This product is categorised by