Human Identification for Activities of Daily Living: A Deep Transfer Learning Approach

Business & Economics

• Activities of Daily Living 100%
• Transfer Learning 93%
• Neural Networks 18%
• Sensor 17%
• Support Vector Machine 12%
• Self-care 11%
• K-nearest Neighbor 11%
• Design Science Research 10%
• Design Science 10%
• Elderly People 10%
• Design Principles 9%
• Monitoring System 9%
• Network Design 8%
• Time Series Data 7%
• Privacy 6%
• Residents 6%
• Benchmark 5%
• Monitoring 5%
• Paradigm 5%
• Stakeholders 4%
• Alternatives 3%
• Performance 2%

Engineering & Materials Science

• Transfer learning 72%
• Labeled data 35%
• Convolutional neural networks 27%
• Motion sensors 19%
• Monitoring 17%
• Time series 13%
• Support vector machines 12%
• Sensors 7%