Data Mining and Knowledge Discovery for Geoscientists
Shi, Guangren
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AbeBooks Seller since 11 March 2019
Condition: Used - Good
Quantity: 1 available
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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.
Data Mining and Knowledge Discovery for Geoscientists
Guangren Shi
Authored by a global thought leader in data mining, Data Mining and Knowledge Discovery for Geoscientists summarizes the latest developments and practical data application techniques for geoscientists.
Data Mining and Knowledge Discovery for Geoscientists provides geoscientists with the urgently needed knowledge and experience to help them analyze and interpret data mining software and to select the most appropriate algorithms for a given application. In applying data mining techniques in geosciences databases and to modifying techniques for practical applications, Data Mining and Knowledge Discovery for Geoscientists addresses challenges faced by geoscientists.
Key Features:
Data Mining and Knowledge Discovery for Geoscientists summarizes the latest developments in geosciences data mining and arms scientists with the ability to apply key concepts to effectively analyze and interpret vast amounts of critical information
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