Novel Batch Active Learning Approach and Its Application to Synthetic Aperture Radar Datasets

Keyphrases

• Active Learning 80%
• Active Learning Approach 100%
• Active Learning Methods 40%
• Annulus 60%
• Batch Mode Active Learning 100%
• Batch Sampling 20%
• Batch Size 20%
• Classification Performance 20%
• CNN-based Method 20%
• Feature Embedding 20%
• Graph Embedding 20%
• Graph Learning 20%
• Learned Features 20%
• Learning Process 20%
• Machine Learning Techniques 20%
• Model Accuracy 20%
• Multiple Sets 20%
• OpenSARShip 20%
• Query Set 40%
• Radar Dataset 100%
• Synthetic Aperture Radar 100%
• Transfer Learning 20%
• Unlabeled Data 20%

Computer Science

• Active Learning 100%
• Convolutional Neural Network 10%
• Learning Approach 100%
• Learning Process 10%
• Learning System 10%
• Machine Learning 10%
• Model Accuracy 10%
• Synthetic Aperture Radar 100%
• Transfer Learning 10%
• Unlabeled Data Point 10%

Chemical Engineering

• Learning System 50%
• Synthetic Aperture 100%