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CSDA
2007
137views more  CSDA 2007»
13 years 7 months ago
Fitting finite mixtures of generalized linear regressions in R
R package flexmix provides flexible modelling of finite mixtures of regression models using the EM algorithm. Several new features of the software such as fixed and nested var...
Bettina Grün, Friedrich Leisch
ISMIS
2003
Springer
14 years 24 days ago
Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes
In this paper we tackle the problem of simplifying tree-based regression models, called model trees, which are characterized by two types of internal nodes, namely regression nodes...
Michelangelo Ceci, Annalisa Appice, Donato Malerba
LICS
2005
IEEE
14 years 1 months ago
Model Checking Vs. Generalized Model Checking: Semantic Minimizations for Temporal Logics
Three-valued models, in which properties of a system are either true, false or unknown, have recently been advocated as a better representation for reactive program abstractions g...
Patrice Godefroid, Michael Huth
FLAIRS
2004
13 years 9 months ago
Random Subspacing for Regression Ensembles
In this work we present a novel approach to ensemble learning for regression models, by combining the ensemble generation technique of random subspace method with the ensemble int...
Niall Rooney, David W. Patterson, Sarab S. Anand, ...
ECLIPSE
2004
ACM
14 years 1 months ago
Supporting model checking education using BOGOR/Eclipse
This paper describes our effort on developing educational materials on model checking to help foster the adoption of software model checking. We describe the course materials tha...
Matthew B. Dwyer, John Hatcliff, Matthew Hoosier