Selecting Models from Data: Artificial Intelligence and Statistics IV / Edition 1

Selecting Models from Data: Artificial Intelligence and Statistics IV / Edition 1

by P. Cheeseman
     
 

ISBN-10: 0387942815

ISBN-13: 9780387942810

Pub. Date: 06/13/1994

Publisher: Springer New York

This volume presents a selection of papers from the Fourth International Workshop on Artificial Intelligence and Statistics. This biennial workshop brings together researchers from both fields to discuss problems of mutual interest and to compare approaches to their solution. The fourth workshop focused on the topic of selecting models from data. As the papers in

Overview

This volume presents a selection of papers from the Fourth International Workshop on Artificial Intelligence and Statistics. This biennial workshop brings together researchers from both fields to discuss problems of mutual interest and to compare approaches to their solution. The fourth workshop focused on the topic of selecting models from data. As the papers in this volume attest, the empirical approaches from the two separate fields have much in common yet still depart enough from one another to stimulate active interdisciplinary work. The papers cover a wide spectrum of problems in empirical modelling including model selection in general, graphical models, causal models, regression and other statistical models, and general algorithms and software tools.
This timely volume will benefit all researchers with an active interest in model selection, empirical model building, or more generally the interaction between Statistics and Artificial Intelligence.

Product Details

ISBN-13:
9780387942810
Publisher:
Springer New York
Publication date:
06/13/1994
Series:
Lecture Notes in Statistics Series , #89
Edition description:
Softcover reprint of the original 1st ed. 1994
Pages:
487
Product dimensions:
6.14(w) x 9.21(h) x 1.01(d)

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