Machine learning and knowledge discovery in databases: European conference, ECML PKDD 2009, Bled, Sloven…
by Buntine, Wray, European Conference on Machine Learning, Bled), European Conference on Principles of Data Mining and Knowledge Discovery, Bled)
fromLecture Notes in Computer Science
This is a new edition of a highly praised, successful reference on data mining, now more important than ever due to the growth of the field and wide range of applications. This edition features new chapters on multivariate statistical analysis, covering analysis of variance and …
Properties of statistical distributions -- Important matrix relationships -- Linear modeling and regression -- Nonlinear modeling -- Time series analysis -- Data preparation and variable selection -- Model goodness measures -- Optimization methods -- Miscellaneous topics.
Machine learning and knowledge discovery in databases: European conference, ECML PKDD 2010, Barcelona, S…
by Balcázar, José Luis, European Conference on Machine Learning, Barcelona), European Conference on Principles of Data Mining and Knowledge Discovery, Barcelona)
fromLecture Notes in Computer Science
