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  1. 2161

    A Real Estate Price Index Forecasting Scheme Based on Online News Sentiment Analysis by Tao Xu, Yingying Zhao, Jie Yu

    Published 2025-01-01
    “…Extensive empirical research has been conducted in Beijing, Shanghai, Guangzhou, and Shenzhen, China, to explore the dynamic interaction between the RES index and both the new housing price index and the second-hand housing price index. …”
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    Conflict Probability Prediction and Safety Assessment of Straight-Left Traffic Flow at Signalized Intersections by Yingying Ma, Zihao Zhang, Jiabin Wu

    Published 2022-01-01
    “…Finally, to validate the performance of the proposed model, the measured data were collected from the intersection of Wushan road and Yuehan road in Tianhe District, Guangzhou, China. SSAM(Surrogate Safety Assessment Model)traffic conflict simulation was used to analyze the traffic conflict in the actual data and compared to the SICP model. …”
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    Evaluation of the Urban Low-Carbon Sustainable Development Capability Based on the TOPSIS-BP Neural Network and Grey Relational Analysis by Wei Zhang, Xinxin Zhang, Fan Liu, Yan Huang, Yuwei Xie

    Published 2020-01-01
    “…An index system of urban low-carbon sustainable development capability is constructed in this paper, and a TOPSIS-BP neural network model is established to evaluate the low-carbon sustainable development capability of Beijing, Shanghai, Shenzhen, and Guangzhou in China. At the same time, the difference degree of low-carbon sustainable development level in these four cities is analyzed by standard deviation and coefficient of variation, and the influencing factors of urban low-carbon sustainable development ability are extracted by grey correlation analysis. …”
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