MSTNN: A Graph Learning Based Method for the Origin-Destination Traffic Prediction

机译：MSTNN：一种基于图学习的起点-目的地交通量预测方法

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Accurate origin-destination traffic prediction (ODTP) is a persistent problem in network management. Due to the structural nature of networks, the spatial correlations are critical for effective perdition. In this paper, the ODTP problem is built onto the

机译：准确的始发地目的地流量预测（ODTP）是网络管理中的一个持久性问题。由于网络的结构性质，空间相关性对于有效灭绝至关重要。本文将ODTP问题构建在

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《IEEE International Conference on Communications》|2020年|1-6|共6页
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Chenming Yang; Zhiheng Zhou; Hui Wen; Liang Zhou;
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Correlation; Convolution; Logic gates; Feature extraction; Learning systems; Neural networks; Task analysis;

机译：相关;卷积;逻辑门;特征提取;学习系统;神经网络;任务分析;

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1. A structural state space model for real-time traffic origin-destination demand estimation and prediction in a day-to-day learning framework [J] . Xuesong Zhou, Hani S. Mahmassani Transportation Research Part B: Methodological . 2007,第8期

机译：在日常学习框架中用于实时交通起点-目的地需求估计和预测的结构状态空间模型
2. Development of Methodology to Design Advanced Traffic Surveillance Systems for Traffic Information Based on Origin-Destination [J] . Cheol Oh, Stephen G. Ritchie Transportation Research Record . 2005,第1935期

机译：基于始发地的交通信息先进交通监控系统设计方法学的发展
3. A compressive sensing-based network tomography approach to estimating origin-destination flow traffic in large-scale backbone networks [J] . Nie Laisen, Jiang Dingde International journal of communication systems . 2015,第5期

机译：一种基于压缩感测的网络层析成像方法，用于估计大型骨干网中的始发点到目的地的流量
4. Short-term traffic predictions on large urban traffic networks: Applications of network-based machine learning models and dynamic traffic assignment models [C] . Fusco Gaetano, Colombaroni Chiara, Comelli Luciano, 2015 International Conference on Models and Technologies for Intelligent Transportation Systems . 2015

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5. Active learning with support vector machines for imbalanced datasets and a method for stopping active learning based on stabilizing predictions. [D] . Bloodgood, Michael. 2009

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6. Pseudo2GO: A Graph-Based Deep Learning Method for Pseudogene Function Prediction by Borrowing Information From Coding Genes [O] . Kunjie Fan, Yan Zhang 2020

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MSTNN: A Graph Learning Based Method for the Origin-Destination Traffic Prediction

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