Sensor-based activity recognition via learning from distributions

• المؤلف الرئيسي: Qian, Hangwei
• مؤلفون آخرون: Pan Jialin, Sinno
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/137691
• المؤسسة: 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...