Data Mining In Large Sets Of Complex Data Paperback English by Robson L. F. Cordeiro - 11-Jan-13
Now:
AED 280.00 Inclusive of VAT
Free Delivery
Only 1 left in stockFree DeliveryOnly 1 left in stock
Get it Tomorrow
Earn 5% cashback with the Mashreq noon Credit Card. Apply now
Pay 4 interest-free payments of AED 70.00.Learn more
Split in 4 payments of AED 70.00. No interest. No late fees.Learn more
1
Free delivery on Lockers & Pickup Points
Learn more
Enjoy hassle free returns with this offer.
Item as Described
70%
Partner Since
4+ YearsSpecifications
| Publisher | Springer London Ltd |
| ISBN 13 | 9781447148890 |
| ISBN 10 | 1447148894 |
| Book Description | 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. |
| Editorial Review | 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) |
| Language | English |
| Author | Robson L. F. Cordeiro, Christos Faloutsos, Caetano Traina Junior |
| Publication Date | 11-Jan-13 |
Data Mining In Large Sets Of Complex Data Paperback English by Robson L. F. Cordeiro - 11-Jan-13
Added to cart
Cart Total AED 280.00
