362 search results - page 3 / 73 » Identifying Predictive Structures in Relational Data Using M... |
105
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ICML
2001
IEEE
15 years 11 months ago
2001
IEEE
Most real-world data is stored in relational form. In contrast, most statistical learning methods work with "flat" data representations, forcing us to convert our data i...
118
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HAIS
2010
Springer
14 years 8 months ago
2010
Springer
In this article, we describe a feature selection algorithm which can automatically find relevant features for multiple instance learning. Multiple instance learning is considered a...
147
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ECCV
2008
Springer
15 years 9 days ago
2008
Springer
Pedestrian detection in still image should handle the large appearance and stance variations arising from the articulated structure, various clothing of human as well as viewpoints...
CVPR
2010
IEEE
15 years 6 months ago
2010
IEEE
We address the task of learning a semantic segmentation from weakly supervised data. Our aim is to devise a system that predicts an object label for each pixel by making use of on...
131
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KDD
2012
ACM
13 years 29 days ago
2012
ACM
Multi-instance multi-label learning (MIML) is a framework for supervised classification where the objects to be classified are bags of instances associated with multiple labels....