Chenjuan Guo

Outlier Detection for Time Series with Recurrent Autoencoder Ensembles

Tung Kieu, Bin Yang, Chenjuan Guo et al. · 2019 · 264 citations · Full text

Anomaly Detection, Machine Learning, Data Science +10

Personalized route recommendation using big trajectory data

Jian Dai, Bin Yang, Chenjuan Guo et al. · 2015 · 200 citations

Transport Network Analysis, Engineering, Network Analysis +17

Travel cost inference from sparse, spatio temporally correlated time series using Markov models

Bin Yang, Chenjuan Guo, Christian S. Jensen · Proceedings of the VLDB Endowment · 2013 · 144 citations

Stochastic skyline route planning under time-varying uncertainty

Bin Yang, Chenjuan Guo, Christian S. Jensen et al. · 2014 · 133 citations

Mathematical Programming, Transport Network Analysis, Engineering +19

Towards Spatio- Temporal Aware Traffic Time Series Forecasting

Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo et al. · 2022 IEEE 38th International Conference on Data Engineering (ICDE) · 2022 · 112 citations

Intelligent Traffic Management, Spatiotemporal Diagnostics, Machine Learning +14