Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Save more on your purchases now! discount-offer-chevron-icon
Savings automatically calculated. No voucher code required.
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Haskell Data Analysis cookbook

You're reading from   Haskell Data Analysis cookbook Explore intuitive data analysis techniques and powerful machine learning methods using over 130 practical recipes

Arrow left icon
Product type Paperback
Published in Jun 2014
Publisher
ISBN-13 9781783286331
Length 334 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Nishant Shukla Nishant Shukla
Author Profile Icon Nishant Shukla
Nishant Shukla
Arrow right icon
View More author details
Toc

Table of Contents (14) Chapters Close

Preface 1. The Hunt for Data FREE CHAPTER 2. Integrity and Inspection 3. The Science of Words 4. Data Hashing 5. The Dance with Trees 6. Graph Fundamentals 7. Statistics and Analysis 8. Clustering and Classification 9. Parallel and Concurrent Design 10. Real-time Data 11. Visualizing Data 12. Exporting and Presenting Index

Finding maximal cliques in a graph


Haskell comes with a luxury of vital graph libraries, conveniently one of which is the clique detection library from Data.Algorithm.MaximualCliques. A clique in a graph is a subgraph where all the nodes have connections between themselves, and is depicted as follows:

For example, the preceding graph contains two cliques shaded in different colors. Perhaps, the graph represents web pages that link to each other. We can visually infer that there might be two clusters of Internet communities due to the structure of the graph. As the network of connections increases, finding the greatest clique becomes an exponentially difficult problem.

In this recipe, we will use an efficient implementation of the maximal clique problem.

Getting started

Install the clique library using cabal:

$ cabal install maximal-cliques

How to do it...

Write the following code in a new file, which we will name Main.hs:

  1. Import the required library:

    import Data.Algorithm.MaximalCliques
  2. In main...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime