Call Us 080-41656200 (Mon-Sat: 10AM-8PM)
Free Shipping above Rs. 1499
Cash On Delivery*

Hashing, Searching, Sketching

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
Delivery in :  10-12 Business Days

 

Check Your Delivery Options

 
Rs. 4,396

Availability: In stock

 
  • Product Description
 

The Information Age has enabled the search for information in ways never imagined before. The search criteria may be exact where the input query is expected to exactly match the search object, or fuzzy -- for instance image search, news search, and similar document search -- making the search problem much harder. Hashing is a simple and effective method for exact search that uses a random hash function to map items into buckets, often viewed as throwing balls into bins. This book studies algorithms for different kinds of search using hashing and sketching, and some fundamental limits of what can be realized using some of these approaches. For exact search, we will see how variants of balls- and-bins processes can be used to derive space efficient methods for maintaining hash tables. For fuzzy search, we will see a variant of a special type of hashing, called locality-sensitive hashing, that uses linear space and how the underlying ideas can be used in the kd-tree data structure for improved performance. We will also probe the fundamental limits of some of these approaches by showing lower bounds on their performance.

Product Specifications
SKU :COC31746
AuthorRina Panigrahy
LanguageEnglish
BindingPaperback
Number of Pages160
Publishing Year5/21/2010
ISBN978-3838312996
Edition1 st
Book TypeComputing & information technology
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-29 00:00:00