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Shiqi Zhou

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

389

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Impacts of Innovation Drivers in Chinese Cities: A Machine Learning Analysis Using Xgboost

Number of pages: 35 Posted: 04 Dec 2024
Mimi ZHOU, Qi LIU, Ting YANG, Zhiqiang WU and Shiqi Zhou
affiliation not provided to SSRN, Tongji University, affiliation not provided to SSRN, Tongji University and affiliation not provided to SSRN
Downloads 111 (669,616)

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Urban innovation, innovation drivers, machine learning, XGBoost, SHAP, PDP

2.

Synergistic Assessment of Multi-Scenario Urban Flooding Vulnerability Through Data-Driven Decoupling Analysis: A Case Study in Shenzhen, China

Number of pages: 62 Posted: 31 Oct 2023
Shiqi Zhou, Weiyi Jia, Mo Wang, Zhiyu LIU, Yuankai Wang and Zhiqiang WU
affiliation not provided to SSRN, affiliation not provided to SSRN, Guangzhou University, Tongji University, University College London and Tongji University
Downloads 105 (664,543)

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Flooding susceptibility assessment, Urban Morphology, XGBoost, Interpretation algorithm, Spatial agglomeration analysis

3.

Advancing Synergistic Urban Heat Island Mitigation Based on Multimodal Data Integration and a Novel Cyclegan-Pix2pix(Cp-Gan) Model

Number of pages: 76 Posted: 04 Feb 2025
Shiqi Zhou, Xiaodong Xu, Haowen Xu, Zichen Zhao, Yuankai Wang, Haojun Yuan, Renlu QIAO, Tao Wu, Weiyi Jia, Mo Wang and Zhiqiang WU
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Tongji University, University College London, Guangzhou University, Tongji University, Tongji University, affiliation not provided to SSRN, Guangzhou University and Tongji University
Downloads 78 (837,727)

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Thermal environment, Urban 3D morphology, End-to-end generative design, Generative adversarial network, Local climate zones, Computational urban design

4.

Quantifying the Spatiotemporal Dynamics of Urban Flooding Susceptibility in the Greater Bay Area Under Shared Socio-Economic Pathways Using the Sd-Plus-Lightgbm Framework

Number of pages: 40 Posted: 18 Feb 2025
Shiqi Zhou, Weiyi Jia, Xiwen Geng, Haowen Xu, Haifeng Diao, Zhiyu LIU, Mo Wang, Xiaoping Fu, Yuwei Wu, Renlu QIAO and Zhiqiang WU
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Tongji University, Guangzhou University, Guangzhou University, affiliation not provided to SSRN, Tongji University and Tongji University
Downloads 49 (1,109,210)

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Urban flood susceptibility, Integrated model chain, Machine learning, Shared socioeconomic pathways, Spatiotemporal dynamic assessment

5.

Mapping the Evolution and Emerging Trends in Innovation District Research: Proposing a Comprehensive Framework for Future Development

Number of pages: 38 Posted: 01 Apr 2025
Mimi ZHOU, Ting YANG, Zhiqiang WU and Shiqi Zhou
affiliation not provided to SSRN, affiliation not provided to SSRN, Tongji University and affiliation not provided to SSRN
Downloads 46 (1,121,190)

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Innovation Districts, Bibliometric Analysis, CiteSpace, Evolution Trends