DCU Team at the 2019 Insight for Wellbeing Task: Multimodal Personal Health Lifelog Data Analysis

Tu-Khiem Le, Van-Tu Ninh, Liting Zhou, Duc-Tien Dang-Nguyen, Cathal Gurrin
2019 MediaEval Benchmarking Initiative for Multimedia Evaluation  
In this paper, the authors described their proposed method in analyzing lifelog data in association with the environment. Tackling the problem of incomplete data, we proposed a replacement method using linear regression method which results in a normalized L2 distance score of 0.0153. Meanwhile, the authors solved the personal air quality subtask by inferring from lifeloggers' PM2.5 data, which achieves 1.0 in the arithmetic mean of absolute distance score between the predictions and the actual classes.
dblp:conf/mediaeval/LeNZDG19 fatcat:7cooseb7yzhkldvg6kavyzdxqa