A Batch-Mode Active Learning Algorithm Using Region-Partitioning Diversity for SVM Classifier.
Lian-Zhi HuoPing TangPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2014)
Keyphrases
- batch mode
- svm classifier
- learning algorithm
- semi supervised
- linear classifiers
- support vector machine
- active learning
- incremental learning
- support vector machine svm
- support vector
- batch mode active learning
- image classification
- feature vectors
- supervised learning
- training set
- kernel function
- computationally expensive
- support vectors
- svm classification
- hyperplane
- feature space
- semi supervised learning
- image regions
- online algorithms
- multiple instance learning
- machine learning
- unlabeled data
- knn
- object recognition
- reinforcement learning
- training data
- data sets
- training examples
- labeled data
- k nearest neighbor
- model selection
- multi class
- high dimensional
- pairwise
- pattern recognition