Join Amazon Prime and ship Two-Day for free and Overnight for $3.99. Already a member? Sign in.

 

or
Sign in to turn on 1-Click ordering.
 
 
More Buying Choices
31 used & new from $48.56

Have one to sell? Sell yours here
 
   
Constrained Clustering: Advances in Algorithms, Theory, and Applications (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)
 
 
Tell the Publisher!
I’d like to read this book on Kindle

Don’t have a Kindle? Get yours here.
 
  

Constrained Clustering: Advances in Algorithms, Theory, and Applications (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series) (Hardcover)

by Sugato Basu (Editor), Ian Davidson (Editor), Kiri Wagstaff (Editor)
Key Phrases: probabilistic clustering, cluster size constraints, amino acid, International Conference, Machine Learning, Data Mining (more...)
No customer reviews yet. Be the first.

List Price: $79.95
Price: $69.09 & this item ships for FREE with Super Saver Shipping. Details
You Save: $10.86 (14%)
o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o
In Stock.
Ships from and sold by Amazon.com. Gift-wrap available.

Only 5 left in stock--order soon (more on the way).

19 new from $55.00 12 used from $48.56
Get Free Two-Day Shipping
Get Free Two-Day Shipping for three months with a special extended free trial of Amazon Prime. Add this eligible textbook to your cart to qualify. Sign up at checkout. See details.

Frequently Bought Together

Constrained Clustering: Advances in Algorithms, Theory, and Applications (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series) + Clustering (IEEE Press Series on Computational Intelligence) + Data Clustering: Theory, Algorithms, and Applications (ASA-SIAM Series on Statistics and Applied Probability)
Price For All Three: $276.65

Show availability and shipping details


Customers Who Bought This Item Also Bought

Data Clustering: Theory, Algorithms, and Applications (ASA-SIAM Series on Statistics and Applied Probability)

Data Clustering: Theory, Algorithms, and Applications (ASA-SIAM Series on Statistics and Applied Probability)

by Guojun Gan; Chaoqun Ma; and Jianhong Wu
$114.00
Introduction to Machine Learning and Bioinformatics (Computer Science and Data Analysis)

Introduction to Machine Learning and Bioinformatics (Computer Science and Data Analysis)

by Sushmita Mitra
$63.96
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)

Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)

by Ian H. Witten
4.0 out of 5 stars (30)  $41.55
Data Analysis Using Regression and Multilevel/Hierarchical Models

Data Analysis Using Regression and Multilevel/Hierarchical Models

by Andrew Gelman
4.6 out of 5 stars (13)  $41.39
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

by Trevor Hastie
3.8 out of 5 stars (33)  $71.96
Explore similar items

Editorial Reviews

Review
From the Foreword
… this book shows how constrained clustering can be used to tackle large problems involving textual, relational, and even video data. After reading this book, you will have the tools to be a better analyst [and] to gain more insight from your data, whether it be textual, audio, video, relational, genomic, or anything else.
—Dr. Peter Norvig, Director of Research, Google, Inc., Mountain View, California, USA

Product Description
Since the initial work on constrained clustering, there have been numerous advances in methods, applications, and our understanding of the theoretical properties of constraints and constrained clustering algorithms. Bringing these developments together, Constrained Clustering: Advances in Algorithms, Theory, and Applications presents an extensive collection of the latest innovations in clustering data analysis methods that use background knowledge encoded as constraints.

Algorithms

The first five chapters of this volume investigate advances in the use of instance-level, pairwise constraints for partitional and hierarchical clustering. The book then explores other types of constraints for clustering, including cluster size balancing, minimum cluster size,and cluster-level relational constraints.

Theory

It also describes variations of the traditional clustering under constraints problem as well as approximation algorithms with helpful performance guarantees.

Applications

The book ends by applying clustering with constraints to relational data, privacy-preserving data publishing, and video surveillance data. It discusses an interactive visual clustering approach, a distance metric learning approach, existential constraints, and automatically generated constraints.

With contributions from industrial researchers and leading academic experts who pioneered the field, this volume delivers thorough coverage of the capabilities and limitations of constrained clustering methods as well as introduces new types of constraints and clustering algorithms.

See all Editorial Reviews


Product Details


Inside This Book (learn more)

What Do Customers Ultimately Buy After Viewing This Item?

Constrained Clustering: Advances in Algorithms, Theory, and Applications (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)
90% buy the item featured on this page:
Constrained Clustering: Advances in Algorithms, Theory, and Applications (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)
$69.09
Clustering (IEEE Press Series on Computational Intelligence)
10% buy
Clustering (IEEE Press Series on Computational Intelligence) 4.5 out of 5 stars (2)
$93.56

Tags Customers Associate with This Product

 (What's this?)
Click on a tag to find related items, discussions, and people.
Check the boxes next to the tags you consider relevant or enter your own tags in the field below.

Your tags: Add your first tag
 
Help others find this product — tag it for Amazon search
No one has tagged this product for Amazon search yet. Why not be the first to suggest a search for which it should appear?

Sell a Digital Version of This Book in the Kindle Store

If you are a publisher or author and hold the digital rights to a book, you can sell a digital version of it in our Kindle Store. Learn more

Customer Reviews


There are no customer reviews yet.   Create your own review
Video reviews
Video reviews
New feature! Amazon now allows customers to upload product video reviews. Use a webcam or video camera to record and upload reviews to Amazon.
Ad



Customer Discussions

 Beta (What's this?)
New! See all customer communities, and bookmark your communities to keep track of them.
This product's forum (0 discussions)
  Discussion Replies Latest Post
  No discussions yet

Ask questions, Share opinions, Gain insight
Start a new discussion
Topic:
First post:
Prompts for sign-in
  [Cancel]


   


Product Information from the Amapedia Community

Beta (What's this?)



Look for Similar Items by Category


$10 Instant Savings

Beauty Blender
Get a $10 instant rebate with orders of $100 or more on beauty products sold by Amazon.com. See details. Promo code: IOBeauty.

Shop all eligible items now

 

Big Savings in Books

Bargain Books
Find great titles at fantastic prices in our Bargain Books Store.
 

Dive into Summer Reading

Summer Reading for Kids and Teens
Don't even think about hitting the beach without browsing the books in our Summer Reading Store. Discover bestsellers, paperback picks, beach reads, and more terrific titles all summer long.
 

Best Books

Best of the Month
See our editors' picks and more of the best new books on our Best of the Month page.
 
Ad

 

Feedback

If you need help or have a question for Customer Service, contact us.
 Would you like to update product info or give feedback on images?
Is there any other feedback you would like to provide?

Your comments can help make our site better for everyone.


Where's My Stuff?

Shipping & Returns

Need Help?

Your Recent History

  (What's this?)
You have no recently viewed items or searches.

After viewing product detail pages or search results, look here to find an easy way to navigate back to pages you are interested in.

Look to the right column to find helpful suggestions for your shopping session.

Continue shopping: Top Sellers
Free
Free by Chris Anderson
Paranoia
Paranoia by Joseph Finder
The Adventures of Sherlock Holmes
The Adventures of Sherlock Holmes by Arthur Conan, Sir, 1859-1930 Doyle
Haley's Cabin
Haley's Cabin by Anne Rainey
$0.00

Conditions of Use | Privacy Notice © 1996-2009, Amazon.com, Inc. or its affiliates