Data Mining and Knowledge Discovery for Geoscientists is popular PDF and ePub book, written by Guangren Shi in 2013-10-09, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Data Mining and Knowledge Discovery for Geoscientists can be Read Online from any device for your convenience.
Data Mining and Knowledge Discovery for Geoscientists Book PDF 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 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
Detail Book of Data Mining and Knowledge Discovery for Geoscientists PDF
- Author : Guangren Shi
- Release : 09 October 2013
- Publisher : Elsevier
- ISBN : 9780124104754
- Genre : Computers
- Total Page : 377 pages
- Language : English
- PDF File Size : 17,6 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Data Mining and Knowledge Discovery for Geoscientists by Guangren Shi, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.