Data Mining and Knowledge Discovery for Geoscientists

  • Author : Guangren Shi
  • Publsiher : Elsevier
  • Release : 09 October 2013
  • ISBN : 9780124104754
  • Page : 376 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Data Mining and Knowledge Discovery for Geoscientists written by Guangren Shi and published by Elsevier. This book was released on 09 October 2013 with total page 376 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Currently there are major challenges in data mining applications in the geosciences. This is due primarily to the fact that there is a wealth of available mining data amid an absence of the knowledge and expertise necessary to analyze and accurately interpret the same data. Most geoscientists have no practical knowledge or experience using data mining techniques. For the few that do, they typically lack expertise in using data mining software and in selecting the most appropriate algorithms for a given application. This leads to a paradoxical scenario of "rich data but poor knowledge". The true solution is to apply data mining techniques in geosciences databases and to modify these techniques for practical applications. Authored by a global thought leader in data mining, Data Mining and Knowledge Discovery for Geoscientists addresses these challenges by summarizing the latest developments in geosciences data mining and arming scientists with the ability to apply key concepts to effectively analyze and interpret vast amounts of critical information. Focuses on 22 of data mining’s most practical algorithms and popular application samples Features 36 case studies and end-of-chapter exercises unique to the geosciences to underscore key data mining applications Presents a practical and integrated system of data mining and knowledge discovery for geoscientists Rigorous yet broadly accessible to geoscientists, engineers, researchers and programmers in data mining Introduces widely used algorithms, their basic principles and conditions of applications, diverse case studies, and suggests algorithms that may be suitable for specific applications

Data Mining and Knowledge Discovery for Geoscientists

Data Mining and Knowledge Discovery for Geoscientists
Author: Guangren Shi
Publisher: Elsevier
Relase: 2013-10-09
ISBN: 9780124104754
GET BOOK

Scientific Data Mining and Knowledge Discovery

Scientific Data Mining and Knowledge Discovery
Author: Mohamed Medhat Gaber
Publisher: Springer Science & Business Media
Relase: 2009-09-19
ISBN: 9783642027888
GET BOOK

Spatio Temporal Data Mining and Knowledge Discovery Issues Overview

Spatio Temporal Data Mining and Knowledge Discovery  Issues Overview
Author: Anonim
Publisher: Unknown
Relase: 2002
ISBN: OCLC:74229756
GET BOOK

Large Scale Machine Learning in the Earth Sciences

Large Scale Machine Learning in the Earth Sciences
Author: Ashok N. Srivastava,Ramakrishna Nemani,Karsten Steinhaeuser
Publisher: CRC Press
Relase: 2017-08-01
ISBN: 9781315354460
GET BOOK

Geoinformatics

Geoinformatics
Author: A. Krishna Sinha
Publisher: Geological Society of America
Relase: 2006-01-01
ISBN: 9780813723976
GET BOOK

Cartography and Geographic Information Science

Cartography and Geographic Information Science
Author: Anonim
Publisher: Unknown
Relase: 2005
ISBN: STANFORD:36105115019882
GET BOOK

Data Mining and Knowledge Discovery

Data Mining and Knowledge Discovery
Author: Anonim
Publisher: Unknown
Relase: 2003
ISBN: UOM:39015047930691
GET BOOK

Knowledge Discovery in Big Data from Astronomy and Earth Observation

Knowledge Discovery in Big Data from Astronomy and Earth Observation
Author: Petr Skoda,Fathalrahman Adam
Publisher: Unknown
Relase: 2020-03
ISBN: 9780128191545
GET BOOK

Remote Sensing

Remote Sensing
Author: Gobron N.,E. J. Llewellyn
Publisher: Unknown
Relase: 2008
ISBN: STANFORD:36105131919081
GET BOOK

Geoinformatics

Geoinformatics
Author: Geoscience Information Society. Meeting
Publisher: Unknown
Relase: 2005
ISBN: UCSD:31822009565193
GET BOOK

TELSIKS 2003

TELSIKS 2003
Author: Anonim
Publisher: Unknown
Relase: 2003
ISBN: 8680135771
GET BOOK

On Geographic Knowledge Discovery

On Geographic Knowledge Discovery
Author: Feng Qi
Publisher: Unknown
Relase: 2005
ISBN: WISC:89091720037
GET BOOK

Artificial Intelligent Approaches in Petroleum Geosciences

Artificial Intelligent Approaches in Petroleum Geosciences
Author: Constantin Cranganu,Henri Luchian,Mihaela Elena Breaban
Publisher: Springer
Relase: 2015-04-20
ISBN: 9783319165318
GET BOOK

Data Mining Applications for Empowering Knowledge Societies

Data Mining Applications for Empowering Knowledge Societies
Author: Hakikur Rahman
Publisher: IGI Global
Relase: 2009
ISBN: UOM:39015079281062
GET BOOK

Large Scale Machine Learning in the Earth Sciences

Large Scale Machine Learning in the Earth Sciences
Author: Ashok N Srivastava,Ramakrishna Nemani,Karsten Steinhaeuser
Publisher: CRC Press
Relase: 2020-07-02
ISBN: 0367573237
GET BOOK