Data Mining: Foundations and Intelligent Paradigms
VOLUME 2: Statistical, Bayesian, Time Series and other Theoretical Aspects
HC runder Rücken kaschiert
Lieferzeit: Print on Demand - Lieferbar innerhalb von 3-5 Werktagen I
ISBN-13:
9783642232404
Veröffentl:
2011
Einband:
HC runder Rücken kaschiert
Erscheinungsdatum:
07.11.2011
Seiten:
264
Autor:
Lakhmi C Jain
Gewicht:
613 g
Format:
241x160x21 mm
Serie:
24, Intelligent Systems Reference Library
Sprache:
Englisch
Beschreibung:
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.
contains the latest research on data mining research and its applications to health informatics
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.