Data Mining: Foundations and Intelligent Paradigms

TRAMA

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.

SOMMARIO

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.

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9783642232404
• Collana: Intelligent Systems Reference Library
• Dimensioni: 235 x 155 mm
• Formato: Copertina rigida
• Illustration Notes: XIV, 250 p.
• Pagine Arabe: 250
• Pagine Romane: xiv