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A matrix modular SVM robust to imbalanced data for efficient visual concept detection.
Hervé Glotin
Zhong-Qiu Zhao
Jun Gao
Xindong Wu
Published in:
Multimedia Information Retrieval (2010)
Keyphrases
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imbalanced data
support vector
visual concept detection
support vector machine svm
linear regression
feature selection
ensemble methods
random forest
support vector machine
svm classifier
class distribution
ensemble classifier
decision trees
multi class
kernel function
multiple kernel learning
sampling methods
knn