Местоположение издательства:236 GRAYS INN RD, 6TH FLOOR, LONDON,ENGLAND, WC1X 8HL
Объём:
390 страниц
(22,0 печатных листов)
ISBN:978-0-85729-286-5
Тираж:700 экз.
Учебное пособие, имеющее гриф
Другие грифы
Аннотация:This is a textbook in data analysis. Its contents are heavily influenced by the idea that data analysis should help in enhancing and augmenting knowledge of the domain as represented by the concepts and statements of relation between them. According to this view, two main pathways for data analysis are summarization, for developing and augmenting concepts, and correlation, for enhancing and establishing relations. Visualization, in this context, is a way of presenting results in a cognitively comfortable way. The term summarization is understood quite broadly here to embrace not only simple summaries like totals and means, but also more complex summaries such as the principal components of a set of features or cluster structures in a set of entities.
The material presented in this perspective makes a unique mix of subjects from the fields of statistical data analysis, data mining, and computational intelligence, which follow different systems of presentation.