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Data Mining in Large Sets of Complex Data
Cordeiro, Robson L. F.; Faloutsos, Christos; Traina Junior, Caetano
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Description for Data Mining in Large Sets of Complex Data
Paperback.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2013
Publisher
Springer London Ltd United Kingdom
Number of pages
120
Condition
New
Number of Pages
116
Place of Publication
England, United Kingdom
ISBN
9781447148890
SKU
V9781447148890
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Data Mining in Large Sets of Complex Data
From the reviews: “This book is a must-read for all data mining professionals, as it explains new and superior techniques for clustering large datasets of high-dimensional data. It would also be interesting for professionals who work with large volumes of complex data and want real-time information for better decision making.” (Alexis Leon, Computing Reviews, July, 2013)