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Hao Huang

Southwest Jiaotong University

No. 111, Sec. North 1, Er-Huan Rd.

Chengdu

Chengdu, 610031

China

SCHOLARLY PAPERS

3

DOWNLOADS

228

TOTAL CITATIONS

1

Scholarly Papers (3)

1.

A Deep Reinforcement Learning Approach for Intelligent Low-Carbon Traffic Signal Control

Number of pages: 35 Posted: 30 Apr 2022
Leilei Kang, Weike Lu, Hao Huang and Lan Liu
Southwest Jiaotong University, Soochow University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 82 (790,029)

Abstract:

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Traffic signal control, Deep reinforcement learning, State presentation, Reward mechanism, Carbon emissions.

2.

Deaseq2seq: An Attention Based Sequence to Sequence Model for Short-Term Metro Passenger Flow Prediction within Decomposition-Ensemble Strategy

Number of pages: 24 Posted: 09 Feb 2022
Southwest Jiaotong University, Southwest Jiaotong University, Soochow University, affiliation not provided to SSRN and Southwest Jiaotong University
Downloads 81 (796,622)

Abstract:

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Short-term passenger flow prediction, Empirical mode decomposition, Recurrence quantification analysis, Sequence to sequence model, Attention mechanism

3.

Enhancing Urban Traffic Sustainability: Anomaly Detection in Time Series Incorporating Spatial Correlations and Temporal Evolutions

Number of pages: 44 Posted: 23 Feb 2024
University of Wisconsin-Madison, Southwest Jiaotong University, University of Wisconsin-Madison, Southwest Jiaotong University, Southeast University, Soochow University and University of Wisconsin-Madison
Downloads 65 (916,100)
Citation 1

Abstract:

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Anomaly detection, Data-driven, Intelligent Transportation System (ITS), Time Series