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Shifen Cheng

University of Manchester

21H指数
78论文数
1.4K被引数
收录论文 50
发表时间
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A Survey on Tensor-Based Spatiotemporal Data Imputation: Knowledge Engineering Perspectives and Modeling Strategies基于张量的时空数据插补综述：知识工程视角与建模策略
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-08-19
err0
PREAI
errXiaoyue Luo; Shifen Cheng; Yuxuan Liang; Zhengyang Zhou; Peixiao Wang; Feng Lu
err分享
err收藏
Fuzzy geographical detector: enhancing spatial attribution analysis for continuous geographical variables模糊地理探测器：增强连续地理变量空间归属分析
errInternational Journal of Geographical Information Science
IF5.1
err2026-08-13
err0
PREAI
errJiazheng Chen; Shifen Cheng; Wenhui Zhang; Jinfeng Wang; Feng Lu
err分享
err收藏
Heterogeneity-aware deep learning for spatiotemporal data: a methodological review时空数据异质性感知深度学习方法综述
errInternational Journal of Geographical Information Science
IF5.1
err2026-08-06
err0
PREAI
errShifen Cheng; Lizeng Wang; Wenhui Zhang; Feng Lu
err分享
err收藏
Public transport and the paradox of socioeconomic segregation and diversity公共交通与社会经济隔离及多样性的悖论
errUrban Studies
IF4.1
err2026-07-26
err0
PREAI
errYitao Yang; Erjian Liu; Shifen Cheng; Hui Wang; Junxi Chen
err分享
err收藏
Predicting citywide human mobility with a graph-prior-enhanced euclidean convolutional network利用图先验增强欧氏卷积网络预测城市级人类流动性
errSustainable Cities and Society
IF12
err2026-07-18
err0
PREAI
errSheng Wu; Linbaizhi Wang; Peixiao Wang; Hengcai Zhang; Shifen Cheng; Xin Fu; Junhao Guo; Feng Lu
err分享
err收藏
A computational framework for measuring dynamic vehicular exposure and equity in the 15-min city用于测量15分钟城市中动态车辆暴露和公平性的计算框架
errComputers Environment and Urban Systems
IF8.3
err2026-06-01
err0
PREAI
errYang, Yitao; Cheng, Shifen; Chen, Yan; Huang, Weiming
err分享
err收藏
Transportation resilience through cascading adaptation: national-scale evidence from China通过级联适应实现交通运输韧性：来自中国的全国性证据
errtransportation research part e: logistics and transportation review
IF0
err2026-04-25
err0
errOAAI
errYitao Yang; Shifen Cheng; Xin Meng; Zhenzhen Yang; Yan Chen
err分享
err收藏
Spatially stratified modeling of intercity road freight flows in China中国城际公路货运流的空间分层建模
errJournal of Transport Geography
IF6.3
err2026-04-21
err0
PREAI
errShifen Cheng; Runyu Miao; Yibo Zhao; Yitao Yang; Junnan Liu; Feng Lu
err分享
err收藏
Adaptive model selection and ensemble via spatiotemporal graph-guided expert routing时空图引导专家路由的自适应模型选择与集成
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2026-04-13
err0
PREAI
errLizeng Wang; Shifen Cheng; Feng Lu
err分享
err收藏
Structure-aware multi-view urban representation learning with coordinated fusion and alignment
errInformation Processing & Management
IF6.9
err2026-02-06
err0
PREAI
errJinghui Wei; Sheng Wu; Shifen Cheng; Peixiao Wang; Feng Lu
err分享
err收藏
Truck mobility dynamics: Unveiling the spillover impacts of freight activities on city neighborhoods卡车移动性动力学：揭示货运活动对城市社区的溢出影响
errSustainable Cities and Society
IF12
err2025-11-29
err0
PREAI
errYitao Yang; Yan Chen; Yihang Bai; Jialin Liu; Shifen Cheng
err分享
err收藏
Predicting human-activity intensity in urban areas with a prior-enhanced probabilistic-deterministic model预测城市区域人类活动强度的先验增强概率-确定性模型
errInternational Journal of Geographical Information Science
IF5.1
err2025-09-23
err0
PREAI
errCheng Zhong; Sheng Wu; Peixiao Wang; Hengcai Zhang; Shifen Cheng; Feng Lu
err分享
err收藏
GeoAI enabled urban computing: status and challengesGeoAI赋能的城市计算：现状与挑战
errAnnals of GIS
IF3.3
err2025-08-26
err0
errOAAI
errFeng Lu; Shifen Cheng; Peixiao Wang
err分享
err收藏
A geographic evolutionary framework with multi-task optimization of automatic hyperparameter tuning for spatially stratified machine learning models具有多任务优化的自动超参数调优的地理进化框架，用于空间分层机器学习模型
errINTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
IF5.1
err2025-05-14
err0
PREAI
errWenhui Zhang; Shifen Cheng; Feng Lu
err分享
err收藏
Spatiotemporal variations of private e-bike trips with explainable data-driven technologies具有可解释的数据驱动技术的私人电动自行车旅行的时空变化
errCITIES
IF6.6
err2025-03-01
err0
PREAI
errWang, Peixiao; Zhang, Hengcai; Zhang, Beibei; Cheng, Shifen; Lu, Feng; Zhang, Tong
err分享
err收藏
Lightweighting the prediction process of urban states with parameter sharing and dilated operations通过参数共享和扩展操作减轻城市状态的预测过程
errINTERNATIONAL JOURNAL OF DIGITAL EARTH
IF4.9
err2025-02-19
err0
errOAAI
errWang, Peixiao; Yang, Haolong; Zhang, Hengcai; Cheng, Shifen; Lu, Feng; Chen, Zeqiang
err分享
err收藏
A tensor decomposition method based on embedded geographic meta-knowledge for urban traffic flow imputation
errINTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
IF5.1
err2024-12-02
err0
PREAI
errLuo, Xiaoyue; Cheng, Shifen; Wang, Lizeng; Liang, Yuxuan; Lu, Feng
err分享
err收藏
An explainable spatial interpolation method considering spatial stratified heterogeneity一种考虑空间分层异质性的可解释空间插值方法
errINTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
IF5.1
err2024-11-14
err0
errOAAI
errCheng, Shifen; Zhang, Wenhui; Luo, Peng; Wang, Lizeng; Lu, Feng
err分享
err收藏
Understanding human mobility and trip demand through sparse trajectories of private e-bikes
errJOURNAL OF CLEANER PRODUCTION
IF10
err2024-09-01
err0
PREAI
errWang, Peixiao; Zhang, Hengcai; Cheng, Shifen; Lu, Feng; Zhang, Tong; Chen, Zeqiang
err分享
err收藏
Intercity freight connections in China under the view of mass truck trajectories
errCITIES
IF6.6
err2024-07-01
err0
PREAI
errZhao, Yibo; Cheng, Shifen; Liu, Kang; Zhang, Beibei; Lu, Feng
err分享
err收藏

研究方向

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