Sensor-based activity recognition via learning from distributions

• Main Authors: Qian, Hangwei, Pan, Sinno Jialin, Miao, Chunyan
• Other Authors: Interdisciplinary Graduate School (IGS)
• Format: Conference or Workshop Item
• Language: English
• Published: 2018
• Subjects: Distributions; Sensor-based Activity Recognition
• Online Access: https://hdl.handle.net/10356/86482; http://hdl.handle.net/10220/44898; https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16305
• Institution: Nanyang Technological University

Sensor-based activity recognition aims to predict users’ activities from multi-dimensional streams of various sensor readings received from ubiquitous sensors. To use machine learning techniques for sensor-based activity recognition, previous approaches focused on composing a feature vector to repre...