LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation

Keyphrases

• Time Series Classification 100%
• Adaptive Ensemble 100%
• Ensemble Distillation 100%
• Pareto Optimal 33%
• Large Ensemble 33%
• Resource-limited Environment 33%
• Space-time Budget 33%

Computer Science

• Ensemble Learning 100%
• Model Accuracy 33%
• Computing Resource 33%
• Multiple Domain 33%
• Decision-Making 33%
• Classification Accuracy 33%
• Digitalization 33%
• Time Series Data 33%
• Optimal Setting 33%