A Framework of Travel Mode Identification Fusing Deep Learning and Map-Matching Algorithm - Jiang, Zhihuan; Huang, Ailing; Qi, Geqi; Guan, Wei (IEEE transactions on intelligent transportation systems, 2023)
Keywords: Accuracy; Algorithms; Artificial neural networks; Cleaning; Data integrity; Datasets; Deep learning; Global Positioning System; Hidden Markov models; Machine learning; map matching; Markov chains; Matching; mobile phone signaling data; Outliers (statistics); Poles and towers; Spatial data; Trajectory; travel mode identification; Travel modes; Trip surveys; Urban areas