711 search results - page 99 / 143 » Applying Support Vector Machines to Imbalanced Datasets |
JMLR
2010
14 years 10 months ago
2010
Leading classification methods such as support vector machines (SVMs) and their counterparts achieve strong generalization performance by maximizing the margin of separation betw...
107
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PCM
2010
Springer
14 years 10 months ago
2010
Springer
In this paper, we propose a novel Spatiotemporal Interest Point (MC-STIP) detector based on the coherent motion pattern around each voxel in videos. Our detector defines the local...
129
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CIKM
2008
Springer
15 years 1 months ago
2008
Springer
Most prior work on information extraction has focused on extracting information from text in digital documents. However, often, the most important information being reported in an...
121
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MMM
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. This paper presents an efficient learning scheme for automatic annotation of video shot size. Instead of existing methods that applied in sports videos using domain knowl...
MMM
2006
Springer
15 years 5 months ago
2006
Springer
This paper presents a SVM-based prediction approach for constructing personal recommendation system for TV programs. We have applied Support Vector Machine (SVM) to personal predi...