7961 search results - page 1308 / 1593 » Data Integration with Uncertainty |
131
Voted
IPMI
2001
Springer
16 years 4 months ago
2001
Springer
Abstract. This paper presents a new and integrated approach to automatic 3D brain vessel segmentation using physics-based statistical models of background and vascular signals, and...
122
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ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Despite popular belief, boosting algorithms and related coordinate descent methods are prone to overfitting. We derive modifications to AdaBoost and related gradient-based coordin...
121
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
In this paper, we survey the current state-ofart models for structured learning problems, including Hidden Markov Model (HMM), Conditional Random Fields (CRF), Averaged Perceptron...
150
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ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
Low-rank matrix approximation methods provide one of the simplest and most effective approaches to collaborative filtering. Such models are usually fitted to data by finding a MAP...
129
Voted
ICSE
2008
IEEE-ACM
16 years 4 months ago
2008
IEEE-ACM
Graphical models are omnipresent in the software engineering field, but most current graphical modeling languages do not scale with the increasing size and complexity of today...