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FLAIRS
2008
15 years 5 days ago
One-Pass Learning Algorithm for Fast Recovery of Bayesian Network
An efficient framework is proposed for the fast recovery of Bayesian network classifier. A novel algorithm, called Iterative Parent-Child learningBayesian Network Classifier (IPC-...
Shunkai Fu, Michel Desmarais, Fan Li
BIOINFORMATICS
2008
172views more  BIOINFORMATICS 2008»
14 years 10 months ago
Fitting a geometric graph to a protein-protein interaction network
Motivation: Finding a good network null model for protein-protein interaction (PPI) networks is a fundamental issue. Such a model would provide insights into the interplay between...
Desmond J. Higham, Marija Rasajski, Natasa Przulj
NAACL
2007
14 years 11 months ago
RH: A Retro-Hybrid Parser
Contemporary parser research is, to a large extent, focused on statistical parsers and deep-unification-based parsers. This paper describes an alternative, hybrid architecture in ...
Paula Newman
JMLR
2010
130views more  JMLR 2010»
14 years 4 months ago
A Regularization Approach to Nonlinear Variable Selection
In this paper we consider a regularization approach to variable selection when the regression function depends nonlinearly on a few input variables. The proposed method is based o...
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Ales...
COLING
1996
14 years 11 months ago
Distributedness and Non-Linearity of LOLITA's Semantic Network
'Phis paper describes SemNet the internal Knowledge t{epresentation lbr LOLI'I'A I. LOMTA is a large scale Natural Language Engineering (NLE) system. As such the in...
S. Short, Simon Shiu, Roberto Garigliano