Dawn E. Holmes,
Lakhmi C Jain
Data Mining: Foundations and Intelligent Paradigms
VOLUME 2: Statistical, Bayesian, Time Series and other Theoretical Aspects
Paperback Engels 2014 2012e druk 9783642434297
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783642434297
Taal:Engels
Bindwijze:paperback
Aantal pagina's:250
Uitgever:Springer Berlin Heidelberg
Druk:2012
Hoofdrubriek:Databases, Computer en informatica
Lezersrecensies
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Inhoudsopgave
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.
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