Data Mining for Scientific and Engineering Applications

Data Mining for Scientific and Engineering Applications
Author :
Publisher : Springer Science & Business Media
Total Pages : 608
Release :
ISBN-10 : 9781461517337
ISBN-13 : 1461517338
Rating : 4/5 (338 Downloads)

Book Synopsis Data Mining for Scientific and Engineering Applications by : R.L. Grossman

Download or read book Data Mining for Scientific and Engineering Applications written by R.L. Grossman and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in technology are making massive data sets common in many scientific disciplines, such as astronomy, medical imaging, bio-informatics, combinatorial chemistry, remote sensing, and physics. To find useful information in these data sets, scientists and engineers are turning to data mining techniques. This book is a collection of papers based on the first two in a series of workshops on mining scientific datasets. It illustrates the diversity of problems and application areas that can benefit from data mining, as well as the issues and challenges that differentiate scientific data mining from its commercial counterpart. While the focus of the book is on mining scientific data, the work is of broader interest as many of the techniques can be applied equally well to data arising in business and web applications. Audience: This work would be an excellent text for students and researchers who are familiar with the basic principles of data mining and want to learn more about the application of data mining to their problem in science or engineering.


Data Mining for Scientific and Engineering Applications Related Books

Data Mining for Scientific and Engineering Applications
Language: en
Pages: 608
Authors: R.L. Grossman
Categories: Computers
Type: BOOK - Published: 2013-12-01 - Publisher: Springer Science & Business Media

GET EBOOK

Advances in technology are making massive data sets common in many scientific disciplines, such as astronomy, medical imaging, bio-informatics, combinatorial ch
Introduction to Data Mining and its Applications
Language: en
Pages: 836
Authors: S. Sumathi
Categories: Computers
Type: BOOK - Published: 2006-10-12 - Publisher: Springer

GET EBOOK

This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in database systems, and presents a broad, yet in-dept
Scientific Data Mining
Language: en
Pages: 295
Authors: Chandrika Kamath
Categories: Mathematics
Type: BOOK - Published: 2009-01-01 - Publisher: SIAM

GET EBOOK

Chandrika Kamath describes how techniques from the multi-disciplinary field of data mining can be used to address the modern problem of data overload in science
Handbook of Statistical Analysis and Data Mining Applications
Language: en
Pages: 824
Authors: Ken Yale
Categories: Mathematics
Type: BOOK - Published: 2017-11-09 - Publisher: Elsevier

GET EBOOK

Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, sci
Data Mining and Machine Learning Applications
Language: en
Pages: 500
Authors: Rohit Raja
Categories: Computers
Type: BOOK - Published: 2022-03-02 - Publisher: John Wiley & Sons

GET EBOOK

DATA MINING AND MACHINE LEARNING APPLICATIONS The book elaborates in detail on the current needs of data mining and machine learning and promotes mutual underst