MVR-CLS: An Automated Approach for Effective Classification of Microlearning Video Resources.
Shin-Yan ChongFang-Fang ChuaTek Yong LimPublished in: ICALT (2022)
Keyphrases
- classification accuracy
- pattern recognition
- classification scheme
- high quality
- support vector
- machine learning
- classification rate
- classification method
- support vector machine svm
- image classification
- real time
- feature extraction
- decision trees
- multimedia
- feature selection
- resource allocation
- video classification
- object classification
- computer vision
- automatic classification
- video content
- spatial and temporal
- video frames
- classification algorithm
- machine learning algorithms
- video data
- text classification
- training set
- preprocessing
- class labels
- machine learning methods
- event detection
- unsupervised learning
- resource management
- model selection
- video database
- supervised learning
- active learning