6 papers
A Sleep Monitoring System Based on Audio, Video and Depth Information
Lyn Chao-ling Chen, Kuan-Wen Chen, Yi-Ping Hung
For quantitative evaluation of sleep disturbances, a noninvasive monitoring system is developed by introducing an event-based method. We observe sleeping in home context and classi…
An Event-triggered System for Social Persuasion and Danger Alert in Elder Home Monitoring
Jun-Yi Liu, Chung-Hao Chen, Ya-Chi Tsao +3
In the study, the physical state and mental state of elders are both considered, and an event-triggered system has developed to detect events: watch dog, danger notice and photo li…
Semiconductor Industry Trend Prediction with Event Intervention Based on LSTM Model in Sentiment-Enhanced Time Series Data
Wei-hsiang Yen, Lyn Chao-ling Chen
The innovation of the study is that the deep learning method and sentiment analysis are integrated in traditional business model analysis and forecasting, and the research subject…
Eye Care You: Voice Guidance Application Using Social Robot for Visually Impaired People
Ting-An Lin, Pei-Lin Tsai, Yi-An Chen +2
In the study, the device of social robot was designed for visually impaired users, and along with a mobile application for provide functions to assist their lives. Both physical an…
Zenbo Patrol: A Social Assistive Robot Based on Multimodal Deep Learning for Real-time Illegal Parking Recognition and Notification
Jian-jie Zheng, Chih-kai Yang, Po-han Chen +1
In the study, the social robot act as a patrol to recognize and notify illegal parking in real-time. Dual-model pipeline method and large multimodal model were compared, and the GP…
Aging Decline in Basketball Career Trend Prediction Based on Machine Learning and LSTM Model
Yi-chen Yao, Jerry Wang, Yi-cheng Lai +1
The topic of aging decline on performance of NBA players has been discussed in this study. The autoencoder with K-means clustering machine learning method was adopted to career tre…