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URL :  Real Time Data Mining
Author : Saed Sayad
Detail : 2017 | PDF | 3.83 Mb | 153 pages

eBook License: Public Access from https://www.researchgate.net

Data mining is about explaining the past and predicting the future by exploring and analyzing data. Data mining is a multi-disciplinary field which combines statistics, machine learning, artificial intelligence and database technology.

Although data mining algorithms are widely used in extremely diverse situations, in practice, one or more major limitations almost invariably appear and significantly constrain successful data mining applications. Frequently, these problems are associated with large increases in the rate of generation of data, the quantity of data and the number of attributes (variables) to be processed: Increasingly, the data situation is now beyond the capabilities of conventional data mining methods. (From Author)

eBook Contents

Introduction - The Real Time Learning Machine - Real Time Data Exploration - Real Time Classification - Real Time Regression - Real Time Sequence Analysis - Real Time Parallel Processing
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