Data Mining: Foundations and Intelligent Paradigms, 2012
VOLUME 2: Statistical, Bayesian, Time Series and other Theoretical Aspects
Intelligent Systems Reference Library Series, Vol. 24

Language: English
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Data Mining: Foundations and Intelligent Paradigms
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250 p. · 15.5x23.5 cm · Paperback

Approximative price 158.24 €

In Print (Delivery period: 15 days).

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Data Mining: Foundations and Intelligent Paradigms. Volume 2. Statistical, Bayesian, Time Series and other Theoretical Aspects Series: Intelligent Systems Reference Library, Vol. 24
Publication date:
250 p. · 15.5x23.5 cm · Hardback

There are many invaluable books available on data mining theory and applications. However, in compiling a volume titled ?DATA MINING: Foundations and Intelligent Paradigms: Volume 2: Core Topics including Statistical, Time-Series and Bayesian Analysis? we wish to introduce some of the latest developments to a broad audience of both specialists and non-specialists in this field.

From the content: Data Mining with Multilayer Perceptrons and Support Vector Machines.- Regulatory Networks under Ellipsoidal Uncertainty - Data Analysis and Prediction by Optimization Theory and Dynamical Systems.- A Visual Environment for Designing and Running Data Mining Workflows in the Knowledge Grid.- Formal framework for the Study of Algorithmic Properties of Objective Interestingness Measures.- Nonnegative Matrix Factorization: Models, Algorithms and Applications.- Visual Data Mining and Discovery with Binarized Vectors.
contains the latest research on data mining research and its applications to health informatics The state of the art of data mining for health informatics is presented in a handbook style Written by leading experts in this field