ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition

Keyphrases

• Human Activity Recognition 100%
• ConvNet 100%
• Sensor-based Activity Recognition 100%
• Training Data 37%
• Convolutional Networks 37%
• Deep Learning Methods 25%
• Conceptual Layer 25%
• Network Applications 12%
• Layered Structure 12%
• Ubiquitous Computing 12%
• Wearable Computing 12%
• Application-oriented 12%
• Sensor Data 12%
• Additional Training 12%
• Recognition Model 12%
• Overfitting 12%
• Performance Gain 12%
• Model Driven Architecture 12%
• Data Augmentation 12%
• High-level Features 12%
• Attention Model 12%
• Structured Model 12%
• Dense Sampling 12%
• Vanilla 12%
• Open Source Project 12%
• Labeled Sample 12%
• CNN Model 12%
• ConvLSTM Model 12%
• Augmentation Layers 12%
• Sampling Layer 12%
• PAMAP2 12%
• Resilient Layer 12%

Computer Science

• Activity Recognition 100%
• Human Activity Recognition 100%
• Training Data 37%
• Convolutional Network 37%
• Deep Learning Method 25%
• Conceptual Layer 25%
• Wearable Computer 12%
• Practical Solution 12%
• Research Theme 12%
• Model Architecture 12%
• Performance Gain 12%
• Data Augmentation 12%
• Open Source Project 12%
• Structured Model 12%
• Convolutional LSTM 12%
• Convolutional Neural Network 12%