Sensor-based activity recognition via learning from distributions

• 主要作者: Qian, Hangwei
• 其他作者: Pan Jialin, Sinno
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/137691

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...