A novel distribution-embedded neural network for sensor-based activity recognition

• المؤلفون الرئيسيون: Qian, Hangwei, Pan, Sinno Jialin, Da, Bingshui, Miao, Chunyan
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering; Planning and Scheduling; Activity and Plan Recognition
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/139354
• المؤسسة: Nanyang Technological University

Feature-engineering-based machine learning models and deep learning models have been explored for wearable-sensor-based human activity recognition. For both types of methods, one crucial research issue is how to extract proper features from the partitioned segments of multivariate sensor readings. E...