Sensor-based activity recognition via learning from distributions

• Main Author: Qian, Hangwei
• Other Authors: Pan Jialin, Sinno
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/137691
• Institution: Nanyang Technological University

Wearable-sensor-based activity recognition aims to predict users' activities from multi-dimensional streams of various sensor readings received from ubiquitous sensors. To utilize machine learning techniques for sensor-based activity recognition, previous approaches focused on composing a featu...