Towards Population Scale Activity Recognition: A Framework for Handling Data Diversity

Keyphrases

• Population Diversity 100%
• Population Scale 100%
• Activity Recognition 100%
• Computationally Expensive 50%
• Smartphone 50%
• Population Size 50%
• One-size-fits-all 50%
• Experiment Results 50%
• Number of Users 50%
• Similar Users 50%
• User Populations 50%
• User-centric 50%
• Training Process 50%
• Crowdsourced Data 50%
• Classification Framework 50%
• Multiple Instance Learning 50%
• Public Dataset 50%
• Natural Language Processing Techniques 50%
• Large Users 50%
• Activity Classification 50%
• Personalized Model 50%
• Labeling Errors 50%
• User Burden 50%

Computer Science

• Training Process 100%
• User Population 100%
• Classification Framework 100%
• Natural Language Processing 100%
• Instance Learning 100%
• Activity Recognition 100%
• Data Diversity 100%