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IJCNN
2008
IEEE
15 years 7 months ago
A formula of equations of states in singular learning machines
Abstract— Almost all learning machines used in computational intelligence are not regular but singular statistical models, because they are nonidentifiable and their Fisher info...
Sumio Watanabe
IJCNN
2007
IEEE
15 years 6 months ago
Evaluation of Performance Measures for SVR Hyperparameter Selection
— To obtain accurate modeling results, it is of primal importance to find optimal values for the hyperparameters in the Support Vector Regression (SVR) model. In general, we sea...
Koen Smets, Brigitte Verdonk, Elsa Jordaan
89
Voted
DSOM
2007
Springer
15 years 6 months ago
On the Risk Exposure and Priority Determination of Changes in IT Service Management
This paper deals with the Change Management process within IT Service Management. Change Management includes several activities, some of which need to evaluate the risk exposure as...
Jacques Philippe Sauvé, Rodrigo A. Santos, ...
110
Voted
POLICY
2007
Springer
15 years 6 months ago
Towards Practical Security Monitors of UML Policies for Mobile Applications
—There is increasing demand for running interacting applications in a secure and controllable way on mobile devices. Such demand is not fully supported by the Java/.NET security ...
Fabio Massacci, Katsiaryna Naliuka
107
Voted
POLICY
2007
Springer
15 years 6 months ago
Handling Dynamic Organizational Change with Community-Based Policy Management
Policy-based management (PBM) aims to provide flexibility in the management of resources so as to readily reflect changing business goals. However, as organizations increasingly u...
Kevin Feeney, David Lewis, Vincent Wade