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92
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CORR
2010
Springer
130views Education» more  CORR 2010»
15 years 20 days ago
Approximated Structured Prediction for Learning Large Scale Graphical Models
In this paper we propose an approximated structured prediction framework for large scale graphical models and derive message-passing algorithms for learning their parameters effic...
Tamir Hazan, Raquel Urtasun
114
Voted
COMPSAC
2008
IEEE
15 years 7 months ago
Behavioral Dependency Measurement for Change-Proneness Prediction in UML 2.0 Design Models
During the development and maintenance of ObjectOriented (OO) software, the information on the classes which are more prone to be changed is very useful. Developers and maintainer...
Ah-Rim Han, Sang-Uk Jeon, Doo-Hwan Bae, Jang-Eui H...
118
Voted
BMCBI
2008
101views more  BMCBI 2008»
15 years 20 days ago
Term-tissue specific models for prediction of gene ontology biological processes using transcriptional profiles of aging in dros
Background: Predictive classification on the base of gene expression profiles appeared recently as an attractive strategy for identifying the biological functions of genes. Gene O...
Wensheng Zhang, Sige Zou, Jiuzhou Song
108
Voted
CHI
2007
ACM
16 years 29 days ago
A predictive model of menu performance
Menus are a primary control in current interfaces, but there has been relatively little theoretical work to model their performance. We propose a model of menu performance that go...
Andy Cockburn, Carl Gutwin, Saul Greenberg
96
Voted
ISSRE
2008
IEEE
15 years 7 months ago
Cost Curve Evaluation of Fault Prediction Models
Prediction of fault prone software components is one of the most researched problems in software engineering. Many statistical techniques have been proposed but there is no consen...
Yue Jiang, Bojan Cukic, Tim Menzies