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» Modeling When Connections Are the Problem
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CVPR
2008
IEEE
16 years 1 months ago
The statistical modelling of fingerprint minutiae distribution with implications for fingerprint individuality studies
The spatial distribution of fingerprint minutiae is a core problem in the fingerprint individuality study, the cornerstone of the fingerprint authentication technology. Previously...
Jiansheng Chen, Yiu Sang Moon
206
Voted
APLAS
2006
ACM
16 years 21 days ago
A Fine-Grained Join Point Model for More Reusable Aspects
Abstract. We propose a new join point model for aspect-oriented programming (AOP) languages. In most AOP languages including AspectJ, a join point is a time interval of an action i...
Hidehiko Masuhara, Yusuke Endoh, Akinori Yonezawa
ECML
2005
Springer
16 years 7 days ago
Model-Based Online Learning of POMDPs
Abstract. Learning to act in an unknown partially observable domain is a difficult variant of the reinforcement learning paradigm. Research in the area has focused on model-free m...
Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony
KDD
1998
ACM
120views Data Mining» more  KDD 1998»
15 years 11 months ago
Large Datasets Lead to Overly Complex Models: An Explanation and a Solution
This paper explores unexpected results that lie at the intersection of two common themes in the KDD community: large datasets and the goal of building compact models. Experiments ...
Tim Oates, David Jensen
CVPR
2009
IEEE
15 years 10 months ago
Robust unsupervised segmentation of degraded document images with topic models
Segmentation of document images remains a challenging vision problem. Although document images have a structured layout, capturing enough of it for segmentation can be difficult....
Timothy J. Burns, Jason J. Corso