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山东大学 [10]

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	A hybrid approach for short-term traffic flow forecasting based on similarity identification 期刊论文 MODERN PHYSICS LETTERS B, 2021, 卷号: 35, 期号: 13 作者: Li, Wenjun; Chen, Si; Wang, Xiaoquan; Yin, Chaoying; Huang, Zhaoguo 收藏 \| 浏览/下载：6/0 \| 提交时间：2021/06/03 Traffic flow short-term traffic forecasting similarity identification time constrain window entropy-based gray relation analysis rank-exponent method
	Short-Term Traffic Flow Prediction Based on LSTM-XGBoost Combination Model 期刊论文 CMES - Computer Modeling in Engineering and Sciences, 2020, 卷号: 125, 期号: 1, 页码: 95-109 作者: Zhang XJ(张玺君) 收藏 \| 浏览/下载：11/0 \| 提交时间：2020/11/13 Forecasting Long short-term memory Predictive analytics Roads and streets Time series
	A novel residual graph convolution deep learning model for short-term network-based traffic forecasting 期刊论文 INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 34, 期号: 5, 页码: 27 作者: Zhang, Yang; Cheng, Tao; Ren, Yibin; Xie, Kun 收藏 \| 浏览/下载：16/0 \| 提交时间：2020/03/20 Short-term traffic forecasting spatial-temporal dependency network topology graph convolution residual long short-term memory
	Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting 期刊论文 KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132 作者: Cheng, Shifen; Lu, Feng; Peng, Peng; Wu, Sheng 收藏 \| 浏览/下载：104/0 \| 提交时间：2019/09/24 Multi-view learning Multi-task learning Particle swarm optimization Spatiotemporal dependency Spatiotemporal heterogeneity Task relationship learning
	Prediction of a multi-mode coupling model based on traffic flow tensor data 期刊论文 Journal of Intelligent and Fuzzy Systems, 2019, 卷号: 36, 期号: 2, 页码: 1691-1703 作者: Duan, Huiming; Liu, Yongzhi; Wang, Di; He, Leiyuhang; Xiao, Xinping* 收藏 \| 浏览/下载：7/0 \| 提交时间：2019/12/04 Grey model High-dimensional tensor Multi-mode traffic flow data Short-term traffic flow forecasting
	Improved Social Emotion Optimization Algorithm for Short-Term Traffic Flow Forecasting Based on Back-Propagation Neural Network 期刊论文 Journal of Shanghai Jiaotong University (Science), 2019, 卷号: Vol.24 No.2, 页码: 209-219 作者: Zhang, J.; Zhao, S.; Wang, Y.; Zhu, X. 收藏 \| 浏览/下载：4/0 \| 提交时间：2019/11/21 A back-propagation neural network (BPNN) Metropolis rule short-term traffic flow forecasting social emotion optimization algorithm (SEOA) TP 183 urban traffic
	A parallel spatiotemporal deep learning network for highway traffic flow forecasting 期刊论文 INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2019, 卷号: 15 作者: Han, Dongxiao[1]; Chen, Juan[2]; Sun, Jian[3] 收藏 \| 浏览/下载：17/0 \| 提交时间：2019/04/22 Traffic flow forecasting spatiotemporal feature deep learning convolutional neural network long short-term memory
	A Hybrid Model for Short-Term Traffic Volume Prediction in Massive Transportation Systems 期刊论文 IEEE Transactions on Intelligent Transportation Systems, 2019, 卷号: Vol.20 No.3, 页码: 935-946 作者: Diao, ZL; Zhang, DF; Wang, X; Xie, K; He, SY 收藏 \| 浏览/下载：30/0 \| 提交时间：2019/12/13 Predictive models Forecasting Transportation Autoregressive processes Discrete wavelet transforms Gaussian processes Probabilistic logic Passenger flow prediction wavelet decomposition Gaussian process (GP)
	A Cohesion-Based Heuristic Feature Selection for Short-Term Traffic Forecasting 期刊论文 IEEE ACCESS, 2019, 卷号: Vol.7, 页码: 3383-3389 作者: Liu, Lishan; Jia, Ning; Lin, Lei; He, Zhengbing 收藏 \| 浏览/下载：16/0 \| 提交时间：2019/12/17 Traffic flow short-term forecasting optimal feature selection input vector
	A Cohesion-Based Heuristic Feature Selection for Short-Term Traffic Forecasting 期刊论文 IEEE Access, 2019, 卷号: Vol.7, 页码: 3383-3389 作者: Lishan Liu; Ning Jia; Lei Lin; Zhengbing He 收藏 \| 浏览/下载：11/0 \| 提交时间：2019/12/13 Forecasting Feature extraction Mathematical model Indexes Predictive models Biological cells Traffic flow short-term forecasting optimal feature selection input vector

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