Using hidden markov models to improve quantifying physical activity in accelerometer data - a simulation study

Keyphrases

• Physical Activity 100%
• Accelerometer Data 100%
• Simulation Study 100%
• Hidden Markov Model 100%
• Generalized Poisson Distribution 29%
• Cut-point Method 29%
• Gauss 29%
• Classification Accuracy 17%
• Activity Range 11%
• Sedentary Behavior 11%
• Model-based Method 11%
• Accelerometer 5%
• Accurate Identification 5%
• 1,000 Days 5%
• Gaussian Distribution 5%
• HMM-based 5%
• Poisson Distribution 5%
• Activity Classification 5%
• Choice Method 5%
• Data Hiding 5%

Agricultural and Biological Sciences

• Poisson Distribution 100%
• Physical Activity 100%

Nursing and Health Professions

• Accelerometer 100%
• Hidden Markov Model 100%