2185 search results - page 33 / 437 » Active Learning with Statistical Models |
154
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CVPR
1998
IEEE
16 years 4 months ago
1998
IEEE
We describe a vision system that monitors activity in a site over extended periods of time. The system uses a distributed set of sensors to cover the site, and an adaptive tracker...
141
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IJCAI
2001
15 years 3 months ago
2001
For many supervised learning tasks it is very costly to produce training data with class labels. Active learning acquires data incrementally, at each stage using the model learned...
114
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ICPR
2000
IEEE
16 years 3 months ago
2000
IEEE
We describe a method for learning statistical models of images using a second-order hidden Markov mesh model. First, an image can be segmented in a way that best matches its stati...
111
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
We present a new machine learning approach for 3D-QSAR, the task of predicting binding affinities of molecules to target proteins based on 3D structure. Our approach predicts bind...
107
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ICALT
2003
IEEE
15 years 7 months ago
2003
IEEE
In this paper, we propose a framework for the design of learning activities, which follows the key idea of the “Learning-for-Use” model and adopts characteristics from the exp...