Data Mining in Large Sets of Complex Data is popular PDF and ePub book, written by Robson Leonardo Ferreira Cordeiro in 2013-01-11, 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 in Large Sets of Complex Data can be Read Online from any device for your convenience.
Data Mining in Large Sets of Complex Data Book PDF Summary
The amount and the complexity of the data gathered by current enterprises are increasing at an exponential rate. Consequently, the analysis of Big Data is nowadays a central challenge in Computer Science, especially for complex data. For example, given a satellite image database containing tens of Terabytes, how can we find regions aiming at identifying native rainforests, deforestation or reforestation? Can it be made automatically? Based on the work discussed in this book, the answers to both questions are a sound “yes”, and the results can be obtained in just minutes. In fact, results that used to require days or weeks of hard work from human specialists can now be obtained in minutes with high precision. Data Mining in Large Sets of Complex Data discusses new algorithms that take steps forward from traditional data mining (especially for clustering) by considering large, complex datasets. Usually, other works focus in one aspect, either data size or complexity. This work considers both: it enables mining complex data from high impact applications, such as breast cancer diagnosis, region classification in satellite images, assistance to climate change forecast, recommendation systems for the Web and social networks; the data are large in the Terabyte-scale, not in Giga as usual; and very accurate results are found in just minutes. Thus, it provides a crucial and well timed contribution for allowing the creation of real time applications that deal with Big Data of high complexity in which mining on the fly can make an immeasurable difference, such as supporting cancer diagnosis or detecting deforestation.
Detail Book of Data Mining in Large Sets of Complex Data PDF
- Author : Robson Leonardo Ferreira Cordeiro
- Release : 11 January 2013
- Publisher : Springer Science & Business Media
- ISBN : 9781447148906
- Genre : Computers
- Total Page : 124 pages
- Language : English
- PDF File Size : 13,8 Mb
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