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COMPSAC
2008
IEEE
16 years 1 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...
TR
2010
204views Hardware» more  TR 2010»
15 years 1 months ago
Anomaly Detection Through a Bayesian Support Vector Machine
This paper investigates the use of a one-class support vector machine algorithm to detect the onset of system anomalies, and trend output classification probabilities, as a way to ...
Vasilis A. Sotiris, Peter W. Tse, Michael Pecht
ICML
2010
IEEE
15 years 7 months ago
Dynamical Products of Experts for Modeling Financial Time Series
Predicting the "Value at Risk" of a portfolio of stocks is of great significance in quantitative finance. We introduce a new class models, "dynamical products of ex...
Yutian Chen, Max Welling
FLAIRS
2003
15 years 8 months ago
Using Bayesian Networks for Cleansing Trauma Data
Medical data is unique due to its large volume, heterogeneity and complexity. This necessitates costly active participation of medical domain experts in the task of cleansing medi...
Prashant Doshi, Lloyd Greenwald, John R. Clarke
AUSAI
2009
Springer
16 years 1 months ago
Modelling Object Typicality in Description Logics
Abstract. We present a semantic model of typicality of concept members in description logics that accords well with a binary, globalist cognitive model of class membership and typi...
Katarina Britz, Johannes Heidema, Thomas Andreas M...