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CSDA
2007
137views more  CSDA 2007»
15 years 6 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
NAACL
2010
15 years 4 months ago
Language identification of names with SVMs
The task of identifying the language of text or utterances has a number of applications in natural language processing. Language identification has traditionally been approached w...
Aditya Bhargava, Grzegorz Kondrak
CVPR
2005
IEEE
16 years 9 days ago
A Discriminative Framework for Modelling Object Classes
Here we explore a discriminative learning method on underlying generative models for the purpose of discriminating between object categories. Visual recognition algorithms learn m...
Alex Holub, Pietro Perona
SADM
2008
106views more  SADM 2008»
15 years 6 months ago
Harmonium Models for Video Classification
: Accurate and efficient video classification demands the fusion of multimodal information and the use of intermediate representations. Combining the two ideas into one framework, ...
Jun Yang 0003, Rong Yan, Yan Liu, Eric P. Xing
ECBS
2011
IEEE
204views Hardware» more  ECBS 2011»
14 years 6 months ago
Towards Comprehensive Modelling by Inter-model Links Using an Integrating Repository
—Model-based development techniques enable a high efficiency and the mastering of complexity. For many domains more than one model has to be used to express the relevant informat...
Matthias Riebisch, Stephan Bode, Qurat-ul-ann Faro...