Data Mining and Knowledge Discovery for Geoscientists

Written By Guangren Shi
Data Mining and Knowledge Discovery for Geoscientists
  • Publsiher : Elsevier
  • Release : 09 October 2013
  • ISBN : 0124104754
  • Pages : 376 pages
  • Rating : /5 from reviews
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Download or read book entitled Data Mining and Knowledge Discovery for Geoscientists by author: Guangren Shi which was release on 09 October 2013 and published by Elsevier with total page 376 pages . This book available in PDF, EPUB and Kindle Format. 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
  • Release Date : 2013-10-09
  • Total pages : 376
  • ISBN : 0124104754
GET BOOK

Summary : 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 ...

Scientific Data Mining and Knowledge Discovery

Scientific Data Mining and Knowledge Discovery
  • Author : Mohamed Medhat Gaber
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-09-19
  • Total pages : 400
  • ISBN : 0124104754
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Summary : Mohamed Medhat Gaber “It is not my aim to surprise or shock you – but the simplest way I can summarise is to say that there are now in the world machines that think, that learn and that create. Moreover, their ability to do these things is going to increase rapidly ...

Geographic Data Mining and Knowledge Discovery

Geographic Data Mining and Knowledge Discovery
  • Author : Harvey J. Miller,Jiawei Han,Harvey J.. Miller
  • Publisher : CRC Press
  • Release Date : 2001-10-11
  • Total pages : 372
  • ISBN : 0124104754
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Summary : Advances in automated data collection are creating massive databases and a whole new field, Knowledge Discovery Databases (KDD), has emerged to develop new methods of managing and exploiting them. Geographic Data Mining and Knowledge Discovery is the interrogation of large databases using efficient computational methods. The unique challenges brought about ...

Geoinformatics

Geoinformatics
  • Author : A. Krishna Sinha
  • Publisher : Geological Society of America
  • Release Date : 2006-01-01
  • Total pages : 282
  • ISBN : 0124104754
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Summary : "The science of informatics in the broadest sense has been several thousands of years in the making. With the recent emergence of large storage devices and high-speed processing of data, it has become possible to organize vast amounts of data as digital products with ontologic tags and concepts for smart ...

TELSIKS 2003

TELSIKS 2003
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 436
  • ISBN : 0124104754
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Summary : Read online TELSIKS 2003 written by , published by which was released on 2003. Download full TELSIKS 2003 Books now! Available in PDF, ePub and Kindle....

Knowledge Discovery in Spatial Data

Knowledge Discovery in Spatial Data
  • Author : Yee Leung
  • Publisher : Springer
  • Release Date : 2012-03-01
  • Total pages : 360
  • ISBN : 0124104754
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Summary : When I ?rst came across the term data mining and knowledge discovery in databases, I was excited and curious to ?nd out what it was all about. I was excited because the term tends to convey a new ?eld that is in the making. I was curious because I wondered ...

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
  • Release Date : 2017-08-01
  • Total pages : 208
  • ISBN : 0124104754
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Summary : From the Foreword: "While large-scale machine learning and data mining have greatly impacted a range of commercial applications, their use in the field of Earth sciences is still in the early stages. This book, edited by Ashok Srivastava, Ramakrishna Nemani, and Karsten Steinhaeuser, serves as an outstanding resource for anyone ...

Data Mining and Knowledge Discovery

Data Mining and Knowledge Discovery
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 212
  • ISBN : 0124104754
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Summary : Read online Data Mining and Knowledge Discovery written by , published by which was released on 2003. Download full Data Mining and Knowledge Discovery Books now! Available in PDF, ePub and Kindle....

Cartography and Geographic Information Science

Cartography and Geographic Information Science
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2005
  • Total pages : 212
  • ISBN : 0124104754
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Summary : Read online Cartography and Geographic Information Science written by , published by which was released on 2005. Download full Cartography and Geographic Information Science Books now! Available in PDF, ePub and Kindle....

Artificial Intelligent Approaches in Petroleum Geosciences

Artificial Intelligent Approaches in Petroleum Geosciences
  • Author : Constantin Cranganu,Henri Luchian,Mihaela Elena Breaban
  • Publisher : Springer
  • Release Date : 2015-04-20
  • Total pages : 290
  • ISBN : 0124104754
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Summary : This book presents several intelligent approaches for tackling and solving challenging practical problems facing those in the petroleum geosciences and petroleum industry. Written by experienced academics, this book offers state-of-the-art working examples and provides the reader with exposure to the latest developments in the field of intelligent methods applied to ...

Remote Sensing

Remote Sensing
  • Author : Gobron N.,E. J. Llewellyn
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 231
  • ISBN : 0124104754
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Summary : Read online Remote Sensing written by Gobron N.,E. J. Llewellyn, published by which was released on 2008. Download full Remote Sensing Books now! Available in PDF, ePub and Kindle....

Proceedings

Proceedings
  • Author : Geoscience Information Society
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 212
  • ISBN : 0124104754
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Summary : Read online Proceedings written by Geoscience Information Society, published by which was released on 2001. Download full Proceedings Books now! Available in PDF, ePub and Kindle....

Geoinformatics

Geoinformatics
  • Author : Geoscience Information Society. Meeting
  • Publisher : Unknown
  • Release Date : 2005
  • Total pages : 125
  • ISBN : 0124104754
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Summary : Read online Geoinformatics written by Geoscience Information Society. Meeting, published by which was released on 2005. Download full Geoinformatics Books now! Available in PDF, ePub and Kindle....

On Geographic Knowledge Discovery

On Geographic Knowledge Discovery
  • Author : Feng Qi
  • Publisher : Unknown
  • Release Date : 2005
  • Total pages : 225
  • ISBN : 0124104754
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Summary : Read online On Geographic Knowledge Discovery written by Feng Qi, published by which was released on 2005. Download full On Geographic Knowledge Discovery Books now! Available in PDF, ePub and Kindle....

Classification Methods for Remotely Sensed Data Second Edition

Classification Methods for Remotely Sensed Data  Second Edition
  • Author : Brandt Tso,Paul Mather
  • Publisher : CRC Press
  • Release Date : 2009-05-12
  • Total pages : 356
  • ISBN : 0124104754
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Summary : Keeping abreast of new developments, this new edition provides a comprehensive and up-to-date review of the entire field of classification methods applied to remotely sensed data. It provides seven fully revised chapters and two new chapters covering support vector machines (SVM) and decision trees....