Minh Long Hoang

Comparative Analysis of Support Vector Machine Variants for Human Activity Recognition Using Wearable Sensor Data

Human Activity Recognition (HAR) using wearable sensor data is widely applied in healthcare, smart environments, and mobile systems. Support Vector Machines (SVMs) are commonly used for HAR due to their strong generalization ability. However, traditional approaches often rely on single kernels and may not fully capture...