Shiliang Su - Publications, H-index & Citations

Shiliang Su

wuhan university

52H指数

106论文数

7.1K被引数

收录论文 76

发表时间

Unravelling intra-urban spatiotemporal disparities in housing price dynamics: An infrastructural approach using interpretable machine-learning methods in Shenzhen, China 解构深圳市住房价格动态的市内时空差异：基于可解释机器学习方法的基础设施方法

Land Use Policy

IF5.9

2026-09-03

OAAI

Lirong Hu; Shiliang Su; Shenjing He

A big data causal approach to social inequalities in urban jogging: Decoding pathways linking neighborhood socioeconomic status and built environment 大数据因果方法研究城市慢跑中的社会不平等：解码邻里社会经济地位与建成环境关联的路径

Journal of Transport Geography

IF6.3

2026-05-30

PREAI

Shiliang Su; Guangxiang Zhou

How multisensory experiences shape landscape perception? A novel large language model based approach to online reviews mining 多感官体验如何塑造景观感知？基于大型语言模型的新颖在线评论挖掘方法

Applied Geography

IF5.4

2026-05-05

PREAI

Yun Luo; Jiangyue Zhang; Shiliang Su

An improved multi-sources toponymic matching method by integrated encoding of textual and spatial features 一种通过集成文本和空间特征编码改进的多源地名词匹配方法

Cartography and Geographic Information Science

IF2.4

2026-03-03

PREAI

Mengjun Kang; Tianyi Bai; Xinyang He; Min Weng; Shiliang Su

Exploring spatial distribution patterns and associate factors of urban traffic chaos using GPS trajectory and onboard image of vehicles 使用车辆GPS轨迹和车载图像探索城市交通混乱的空间分布模式及其相关因素

Transport Policy

IF5.3

2025-11-11

PREAI

Bozhao Li; Yijun Ge; Xuanyu Liu; Zhongliang Cai; Shiliang Su; Mengjun Kang

Unlocking the nonlinear TOD-metro ridership relationship: A novel machine learning approach embedding spatiotemporal heterogeneity 解锁非线性TOD-地铁客流量关系：一种嵌入时空异质性的新型机器学习方法

JOURNAL OF TRANSPORT GEOGRAPHY

IF6.3

2025-06-01

PREAI

Luo, Yun; Li, Bozhao; Zhang, Hui; Kang, Mengjun; Su, Shiliang

A quality enhancement method for vehicle trajectory data using onboard images 利用车载图像进行车辆轨迹数据质量提升的方法

GEO-SPATIAL INFORMATION SCIENCE

IF5.5

2025-05-12

OAAI

Bozhao Li; Zhongliang Cai; Hanzhi Wei; Shiliang Su; Wenchun Cao; Yanfen Niu; Hao Wang

SpatioTemporal Random Forest and SpatioTemporal Stacking Tree: A novel spatially explicit ensemble learning approach to modeling non-linearity in spatiotemporal non-stationarity 时空随机森林和时空堆叠树: 一种新的空间显式集成学习方法，用于建模时空非平稳性中的非线性

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2025-02-01

OAAI

Luo, Yun; Su, Shiliang

Equitable education policy or school franchising strategy? Examining the impacts of school-to-school collaboration on the housing market dynamic in urban China

APPLIED GEOGRAPHY

IF5.4

2025-01-01

PREAI

Hu, Lirong; He, Qiong; He, Shenjing; Su, Shiliang

Scrutinizing the cultural ecosystem services of Chinese Classical Gardens: A novel deep learning approach based on online reviews from a multisensory perspective 审视中国古典园林的文化生态系统服务: 一种基于在线评论的深度学习方法

APPLIED GEOGRAPHY

IF5.4

2024-11-01

PREAI

Zhang, Jiangyue; Luo, Yun; Cao, Haojie; Su, Shiliang

Deciphering the evolving trajectories of China's megaregions from 1992 to 2020: A novel morphological approach based on global land cover products

APPLIED GEOGRAPHY

IF5.4

2024-03-01

PREAI

Cao, Haojie; Li, Yu; Weng, Min; Su, Shiliang; Kang, Mengjun

Understanding changing public transit travel patterns of urban visitors during COVID-19: A multi-stage study 了解新型冠状病毒肺炎期间城市游客不断变化的公共交通出行方式: 一项多阶段研究

TRAVEL BEHAVIOUR AND SOCIETY

IF5.7

2023-07-01

OAAI

Lin, Yuqian; Xu, Yang; Zhao, Zhan; Park, Sangwon; Su, Shiliang; Ren, Mengyao

VIS-MM: a novel map-matching algorithm with semantic fusion from vehicle-borne images Vis-mm: 一种基于车载图像语义融合的地图匹配算法

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

IF5.1

2023-02-27

OAAI

Li, Bozhao; Wang, Mengqi; Cai, Zhongliang; Su, Shiliang; Kang, Mengjun

Deciphering the influence of TOD on metro ridership: An integrated approach of extended node-place model and interpretable machine learning with planning implications

JOURNAL OF TRANSPORT GEOGRAPHY

IF6.3

2022-10-01

PREAI

Su, Shiliang; Wang, Zhuolun; Li, Bozhao; Kang, Mengjun

A novel approach to examining urban housing market segmentation: Comparing the dynamics between sales submarkets and rental submarkets

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

IF8.3

2022-06-01

PREAI

Hu, Lirong; He, Shenjing; Su, Shiliang

Urban neighborhood socioeconomic status (SES) inference: A machine learning approach based on semantic and sentimental analysis of online housing advertisements

HABITAT INTERNATIONAL

IF7

2022-06-01

PREAI

Wang, Lingqi; He, Shenjing; Su, Shiliang; Li, Yu; Hu, Lirong; Li, Guie

Explicit quantification of coastal cultural ecosystem services: A novel approach based on the content and sentimental analysis of social media 沿海文化生态系统服务的显式量化: 基于社交媒体内容和情感分析的新方法

ECOLOGICAL INDICATORS

IF7.4

2022-04-01

OAAI

Cao, Haojie; Wang, Miao; Su, Shiliang; Kang, Mengjun

Unraveling the relative contribution of TOD structural factors to metro ridership: A novel localized modeling approach with implications on spatial planning

JOURNAL OF TRANSPORT GEOGRAPHY

IF6.3

2022-04-01

PREAI

Su, Shiliang; Zhao, Chong; Zhou, Hao; Li, Bozhao; Kang, Mengjun

Do landscape amenities impact private housing rental prices? A hierarchical hedonic modeling approach based on semantic and sentimental analysis of online housing advertisements across five Chinese megacities

URBAN FORESTRY & URBAN GREENING

IF6.7

2021-03-01

OAAI

Su, Shiliang; He, Shenjing; Sun, Chenxi; Zhang, Hui; Hu, Lirong; Kang, Mengjun

Transit-oriented development (TOD) typologies around metro station areas in urban China: A comparative analysis of five typical megacities for planning implications 中国城市地铁站区周围的公交导向发展 (TOD) 类型: 对五个典型特大城市的规划意义的比较分析

JOURNAL OF TRANSPORT GEOGRAPHY

IF6.3

2021-01-01

PREAI

Su, Shiliang; Zhang, Hui; Wang, Miao; Weng, Min; Kang, Mengjun

研究方向