PCNN: Deep convolutional networks for short-term traffic congestion prediction M Chen, X Yu, Y Liu IEEE Transactions on Intelligent Transportation Systems 19 (11), 3550-3559, 2018 | 208 | 2018 |
Nlpmm: A next location predictor with markov modeling M Chen, Y Liu, X Yu Advances in Knowledge Discovery and Data Mining: 18th Pacific-Asia …, 2014 | 145 | 2014 |
Normality learning in multispace for video anomaly detection Y Zhang, X Nie, R He, M Chen, Y Yin IEEE Transactions on Circuits and Systems for Video Technology 31 (9), 3694-3706, 2020 | 99 | 2020 |
Mining moving patterns for predicting next location M Chen, X Yu, Y Liu Information Systems 54, 156-168, 2015 | 83 | 2015 |
Eating healthier: Exploring nutrition information for healthier recipe recommendation M Chen, X Jia, E Gorbonos, CT Hoang, X Yu, Y Liu Information Processing & Management 57 (6), 102051, 2020 | 63 | 2020 |
Estimating urban functional distributions with semantics preserved POI embedding W Huang, L Cui, M Chen, D Zhang, Y Yao International Journal of Geographical Information Science 36 (10), 1905-1930, 2022 | 60 | 2022 |
Predicting next locations with object clustering and trajectory clustering M Chen, Y Liu, X Yu Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015 | 47 | 2015 |
Missing data imputation for traffic congestion data based on joint matrix factorization X Jia, X Dong, M Chen, X Yu Knowledge-Based Systems 225, 107114, 2021 | 44 | 2021 |
CEM: A convolutional embedding model for predicting next locations M Chen, Y Zuo, X Jia, Y Liu, X Yu, K Zheng IEEE Transactions on Intelligent Transportation Systems 22 (6), 3349-3358, 2020 | 40 | 2020 |
Modeling spatial trajectories with attribute representation learning M Chen, Y Zhao, Y Liu, X Yu, K Zheng IEEE transactions on knowledge and data engineering 34 (4), 1902-1914, 2020 | 32 | 2020 |
Beyond the limits of predictability in human mobility prediction: context-transition predictability C Zhang, K Zhao, M Chen IEEE Transactions on Knowledge and Data Engineering 35 (5), 4514-4526, 2022 | 31 | 2022 |
MPE: A mobility pattern embedding model for predicting next locations M Chen, X Yu, Y Liu World Wide Web 22 (6), 2901-2920, 2019 | 31 | 2019 |
Forecasting fine-grained urban flows via spatio-temporal contrastive self-supervision H Qu, Y Gong, M Chen, J Zhang, Y Zheng, Y Yin IEEE Transactions on Knowledge and Data Engineering 35 (8), 8008-8023, 2022 | 30 | 2022 |
A plane moving average algorithm for short-term traffic flow prediction L Lv, M Chen, Y Liu, X Yu Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015 | 22 | 2015 |
Behavior-driven student performance prediction with tri-branch convolutional neural network J Zong, C Cui, Y Ma, L Yao, M Chen, Y Yin proceedings of the 29th ACM international conference on Information …, 2020 | 17 | 2020 |
Adaptive feature aggregation in deep multi-task convolutional neural networks C Cui, Z Shen, J Huang, M Chen, M Xu, M Wang, Y Yin IEEE Transactions on Circuits and Systems for Video Technology 32 (4), 2133-2144, 2021 | 13 | 2021 |
Weighted co-training for cross-domain image sentiment classification M Chen, LL Zhang, X Yu, Y Liu Journal of Computer Science and Technology 32, 714-725, 2017 | 13 | 2017 |
Origin-aware location prediction based on historical vehicle trajectories M Chen, Q Liu, W Huang, T Zhang, Y Zuo, X Yu ACM Transactions on Intelligent Systems and Technology (TIST) 13 (1), 1-18, 2021 | 12 | 2021 |
Mining object similarity for predicting next locations M Chen, X Yu, Y Liu Journal of Computer Science and Technology 31, 649-660, 2016 | 12 | 2016 |
Latent evolution model for change point detection in time-varying networks Y Gong, X Dong, J Zhang, M Chen Information Sciences 646, 119376, 2023 | 11 | 2023 |