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Knowledge Commons of Institute of Automation,CAS
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Taxi Demand Prediction Using Parallel Multi-Task Learning Model
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:
Chizhan Zhang
;
Fenghua Zhu
;
Xiao Wang
;
Leilei Sun
;
Haina Tang
;
Yisheng Lv
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View/Download:27/8
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Submit date:2020/10/15
Taxi demand prediction, pick-up/drop-off demand, multi-task learning, LSTM, deep learning
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
Authors:
Chen, Yuanyuan
;
Lv, Yisheng
;
Wang, Fei-Yue
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View/Download:44/5
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Submit date:2020/06/02
Generators
Data models
Gallium nitride
Generative adversarial networks
Training
Loss measurement
Biological system modeling
Parallel data
generative adversarial networks
traffic flow imputation
data augmentation
deep learning
On Iterative Proportional Updating: Limitations and Improvements for General Population Synthesis
期刊论文
IEEE Transactions on Cybernetics, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:
Peijun Ye
;
Bin Tian
;
Yisheng Lv
;
Qijie Li
;
Fei-Yue Wang
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Submit date:2020/10/15
Agent-based simulation, bilevel optimization, iterative proportional updating (IPU), population synthesis
A Multi-Stream Feature Fusion Approach for Traffic Prediction
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:
Zhishuai Li
;
Gang Xiong
;
Yonglin Tian
;
Yisheng Lv
;
Yuanyuan Chen
;
Pan Hui
;
Xiang Su
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Submit date:2020/10/15
Traffic prediction, graph convolutional neural network, deep learning, multi-stream
Discover Trip Purposes from Cellular Network Data with Topic Modelling
期刊论文
IEEE Intelligent Transportation Systems Magazine, 2020, 卷号: 99, 期号: 1, 页码: 0-0
Authors:
Xueliang Zhao
;
Zhishuai Li
;
Discover Trip Purposes from Cellular Network Data with Topic Modelling
;
Yisheng Lv
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Submit date:2020/10/15
trip purpose
Acting As A Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 期号: Accepted, 页码: Accepted
Authors:
Yuanyuan Chen
;
Hongyu Chen
;
Peijun Ye
;
Yisheng Lv
;
Fei-Yue Wang
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Adobe PDF(2382Kb)
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View/Download:11/2
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Submit date:2020/10/16
Traffic Flow Prediction
Ensemble Learning
Deep Learning
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 21, 期号: 10, 页码: 4063 - 4071
Authors:
Fenghua Zhu
;
Yisheng Lv
;
Yuanyuan Chen
;
Xiao Wang
;
Gang Xiong
;
Fei-Yue Wang
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Adobe PDF(2879Kb)
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Submit date:2020/10/15
Intelligent transportation systems
A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction
会议论文
, Auckland, New Zealand, 2019-10-27
Authors:
Zhishuai Li
;
Gang Xiong
;
Yuanyuan Chen
;
Yisheng Lv
;
Bin Hu
;
Fenghua Zhu
;
Fei-Yue Wang
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Submit date:2020/10/15
A Hybrid Learning Method for the Data-Driven Design of Linguistic Dynamic Systems
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2019, 卷号: 6, 期号: 6, 页码: 1487-1498
Authors:
Li, Chengdong
;
Yi, Jianqiang
;
Lv, Yisheng
;
Duan, Peiyong
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View/Download:25/0
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Submit date:2020/03/30
Fuzzy set
least square method
linguistic dynamic system (LDS)
multi-objective optimization
Introduction to the Special Issue on Intelligent Transportation Systems Empowered by AI Technologies
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 10, 页码: 3765-3770
Authors:
Kong, Seung-Hyun
;
Lv, Yisheng
;
Vu, Hai L.
;
Cano, Juan-Carlos
;
Choi, Jun-Won
;
Kum, Dongsuk
;
Morris, Brendan Tran
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View/Download:43/0
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Submit date:2019/12/16