A novel feature incremental learning method for sensor-based activity recognition

• المؤلفون الرئيسيون: Hu, Chunyu, Chen, Yiqiang, Peng, Xiaohui, Yu, Han, Gao, Chenlong, Hu, Lisha
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering; Feature Incremental Learning; Activity Recognition
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/140790
• المؤسسة: Nanyang Technological University

Recognizing activities of daily living is an important research topic for health monitoring and elderly care. However, most existing activity recognition models only work with static and pre-defined sensor configurations. Enabling an existing activity recognition model to adapt to the emergence of n...