Nonparametric Kernel Density Estimation and Its Computational Aspects Image close
Nonparametric Kernel Density Estimation and Its Computational Aspects on Hardback by Artur Gramacki
Nonparametric Kernel Density Estimation and Its Computational Aspects on Hardback by Artur Gramacki
Show Hide Adult Content
Nonparametric Kernel Density Estimation and Its Computational Aspects close

Computers & Internet Books:

Home  
Books  
Computers & Internet  
Databases

Nonparametric Kernel Density Estimation and Its Computational Aspects

Click to share your rating 0 ratings (0.0/5.0 average) Thanks for your vote!

By:

Format:

Hardback
$420.00
Available from supplier

The item is brand new and in-stock with one of our preferred suppliers. The item will ship from a Mighty Ape warehouse within the timeframe shown.

Usually ships in 3-4 weeks
0 in Trolley
Free Delivery with Primate
Join Now

Free 14 day free trial, cancel anytime.

Buy Now, Pay Later with:

4 payments of $105.00 with Afterpay Learn more

6 weekly interest-free payments of $70.00 with Laybuy Learn more

Availability

Delivering to:

Estimated arrival:

  • Around 13-25 June using International Courier

Explore more Studies in Big Data

See all products in this series

Cutting-Edge Business Technologies in the Big Data Era
$574.00
Cutting-Edge Business Technologies in the Big Data Era
Paperback / softback
Pre-order - out 29 Sep 2024
Mastering Data-Intensive Collaboration and Decision Making on Hardback
$293.00
Mastering Data-Intensive Collaboration and Decision Making
Hardback
Available - Usually ships in 3-4 weeks
Pocket Data Mining by Mohamed Medhat Gaber
$290.00
Pocket Data Mining
by Mohamed Medhat Gaber ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Data Management and Analysis
$523.00
Data Management and Analysis
Paperback / softback
Available - Usually ships in 3-4 weeks
Evolutionary Decision Trees in Large-Scale Data Mining by Marek Kretowski
$369.00
Evolutionary Decision Trees in Large-Scale Data Mining
by Marek Kretowski ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Rule Based Systems for Big Data by Han Liu
$292.00
Rule Based Systems for Big Data
by Han Liu ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Operations Research and Big Data
$292.00
Operations Research and Big Data
Paperback / softback
Available - Usually ships in 3-4 weeks
Data Science Landscape
$267.00
Data Science Landscape
Paperback / softback
Available - Usually ships in 3-4 weeks
Towards the Integration of IoT, Cloud and Big Data on Hardback
$523.00
Towards the Integration of IoT, Cloud and Big Data
Hardback
Available - Usually ships in 3-4 weeks
Machine Learning: Theoretical Foundations and Practical Applications
$472.00
Machine Learning: Theoretical Foundations and Practical Applications
Paperback / softback
Available - Usually ships in 3-4 weeks
Granular Computing and Decision-Making
$294.00
Granular Computing and Decision-Making
Paperback / softback
Available - Usually ships in 3-4 weeks
Technology Innovation for Business Intelligence and Analytics (TIBIA) on Hardback
$523.00
Technology Innovation for Business Intelligence and Analytics (TIBIA)
Hardback
Available - Usually ships in 3-4 weeks
Advanced Soft Computing Techniques in Data Science, IoT and Cloud Computing
$523.00
Advanced Soft Computing Techniques in Data Science, IoT and Cloud...
Paperback / softback
Available - Usually ships in 3-4 weeks
Recommender System for Improving Customer Loyalty on Hardback by Katarzyna Tarnowska
$292.00
Recommender System for Improving Customer Loyalty
by Katarzyna Tarnowska ~ Hardback
Available - Usually ships in 3-4 weeks
Cutting-Edge Business Technologies in the Big Data Era on Hardback
$574.00
Cutting-Edge Business Technologies in the Big Data Era
Hardback
Available - Usually ships in 3-4 weeks
Data Mining and Knowledge Discovery for Big Data
$292.00
Data Mining and Knowledge Discovery for Big Data
Paperback / softback
Available - Usually ships in 3-4 weeks

Description

This book describes computational problems related to kernel density estimation (KDE) – one of the most important and widely used data smoothing techniques. A very detailed description of novel FFT-based algorithms for both KDE computations and bandwidth selection are presented. The theory of KDE appears to have matured and is now well developed and understood. However, there is not much progress observed in terms of performance improvements. This book is an attempt to remedy this. The book primarily addresses researchers and advanced graduate or postgraduate students who are interested in KDE and its computational aspects. The book contains both some background and much more sophisticated material, hence also more experienced researchers in the KDE area may find it interesting. The presented material is richly illustrated with many numerical examples using both artificial and real datasets. Also, a number of practical applications related to KDE are presented.

Author Biography:

Artur Gramacki is an assistant professor at the Institute of Control and Computation Engineering of the University of Zielona Góra, Poland. His main interests cover general exploratory data analysis, while recently he has focused on parametric and nonparametric statistics as well as kernel density estimation, especially its computational aspects. In his career, he has also been involved in many projects related to the design and implementation of commercial database systems, mainly using Oracle RDBMS. He is a keen supporter of the R Project for Statistical Computing, which he tries to use both in his research and teaching activities.    
Release date NZ
January 22nd, 2018
Pages
176
Edition
1st ed. 2018
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
Illustrations
70 Illustrations, black and white; XXIX, 176 p. 70 illus.
ISBN-13
9783319716879
Product ID
27303529

Customer reviews

Nobody has reviewed this product yet. You could be the first!

Write a Review

Marketplace listings

There are no Marketplace listings available for this product currently.
Already own it? Create a free listing and pay just 9% commission when it sells!

Sell Yours Here

Explore more by Artur Gramacki

See all books by this author

Nonparametric Kernel Density Estimation and Its Computational Aspects by Artur Gramacki
$420.00
Nonparametric Kernel Density Estimation and Its Computational Aspects
by Artur Gramacki ~ Paperback / softback
Available - Usually ships in 3-4 weeks

Recommended for you

Recommended from your browsing history

Help & options

Filed under...

Books >
Computers & Internet >
Databases
Books >
Non-Fiction >
Maths & Science >
Mathematics >
Probability & statistics
Books >
Computers & Internet >
Computer science >
Artificial intelligence