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» Perceptual Learning and Abstraction in Machine Learning
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IJCNN
2006
IEEE
15 years 3 months ago
Leave-One-Out Cross-Validation Based Model Selection Criteria for Weighted LS-SVMs
Abstract— While the model parameters of many kernel learning methods are given by the solution of a convex optimisation problem, the selection of good values for the kernel and r...
Gavin C. Cawley
ACSAC
2005
IEEE
15 years 3 months ago
Generating Policies for Defense in Depth
Coordinating multiple overlapping defense mechat differing levels of abstraction, is fraught with the potential for misconfiguration, so there is strong motivation to generate p...
Paul Rubel, Michael Ihde, Steven Harp, Charles Pay...
ICWE
2005
Springer
15 years 3 months ago
Automatic Optimization of Web Recommendations Using Feedback and Ontology Graphs
Abstract. Web recommendation systems have become a popular means to improve the usability of web sites. This paper describes the architecture of a rulebased recommendation system a...
Nick Golovin, Erhard Rahm
MLMI
2005
Springer
15 years 3 months ago
VACE Multimodal Meeting Corpus
Abstract. In this paper, we report on the infrastructure we have developed to support our research on multimodal cues for understanding meetings. With our focus on multimodality, w...
Lei Chen 0004, R. Rose, Ying Qiao, Irene Kimbara, ...
MLMI
2005
Springer
15 years 3 months ago
Multimodal Authoring Tool for Populating a Database of Emotional Reactive Animations
Abstract. We aim to create a model of emotional reactive virtual humans. This model will help to define realistic behavior for virtual characters based on emotions and events in t...
Alejandra García-Rojas, Mario Gutiér...