Xiaosong Shu - Publications, H-index & Citations

Xiaosong Shu

zhengzhou university

18H指数

24论文数

984被引数

收录论文 20

发表时间

Urban Function Assessment Under the “7·20” Heavy Rainstorm in Zhengzhou City: A Framework Based on Functional Curves and Complex Network Analysis 郑州市“7·20”特大暴雨下的城市功能评估：基于功能曲线与复杂网络分析的框架

ISPRS International Journal of Geo-Information

IF2.8

2026-09-23

OAAI

Meiyan Gao; Zongmin Wang; Fuxin Chai; Kuang Li; Xiaosong Shu; Qiuhua Liang; Junhua Li

Considering the spatiotemporal association characteristics of multiple monitoring points: A deformation prediction framework for high arch dams during the initial operation period 考虑多个监测点的时空关联特性：高拱坝初期运行期变形预测框架

Advanced Engineering Informatics

IF9.9

2026-03-07

PREAI

Xudong Chen; Liuyang Li; Qinghe Lu; Caiyu Liu; Jinjun Guo; Xiaosong Shu; Bo Li; Chongshi Gu

Ontology-driven intelligent assessment system for dam structural safety based on spatiotemporal anomaly detection framework 基于时空异常检测框架的大坝结构安全本体驱动智能评估系统

Computer-Aided Civil and Infrastructure Engineering

IF9.1

2025-10-26

OAAI

Xiaosong Shu; HaiBo Yang; Yuhang Zhou; Peng Xu; Xinyi Liu; Jinjun Guo; Yingchun Cai; Jingyu Fan; Fan Wu

An integrated spatiotemporal trust and consensus fusion framework for dam safety assessment with multi-sensor anomaly detection 一种集成时空信任与共识融合框架，用于结合多传感器异常检测的大坝安全评估

Computer-Aided Civil and Infrastructure Engineering

IF9.1

2025-10-23

OAAI

Xiaosong Shu; HaiBo Yang; Fan Wu; Yuhang Zhou; Peng Xu; Xinyi Liu; Jinjun Guo; Yingchun Cai; Jinyu Fan

Multi-expert attention network for long-term dam displacement prediction 大坝位移长期预测的多专家注意力网络

ADVANCED ENGINEERING INFORMATICS

IF9.9

2023-08-01

PREAI

Zhou, Yuhang; Bao, Tengfei; Li, Guoli; Shu, Xiaosong; Li, Yangtao

A mathematical-mechanical hybrid driven approach for determining the deformation monitoring indexes of concrete dam

ENGINEERING STRUCTURES

IF6.4

2023-02-01

PREAI

Zhang, Kang; Gu, Chongshi; Zhu, Yantao; Li, Yangtao; Shu, Xiaosong

BIM and ontology-based knowledge management for dam safety monitoring 基于BIM和本体的大坝安全监测知识管理

AUTOMATION IN CONSTRUCTION

IF11.5

2023-01-01

PREAI

Zhou, Yuhang; Bao, Tengfei; Shu, Xiaosong; Li, Yueyang; Li, Yangtao

Underwater crack pixel-wise identification and quantification for dams via lightweight semantic segmentation and transfer learning

AUTOMATION IN CONSTRUCTION

IF11.5

2022-12-01

PREAI

Li, Yangtao; Bao, Tengfei; Huang, Xianjun; Chen, Hao; Xu, Bo; Shu, Xiaosong; Zhou, Yuhang; Cao, Qingbo; Tu, Jiuzhou; Wang, Ruijie; Zhang, Kang

An integrated underwater structural multi-defects automatic identification and quantification framework for hydraulic tunnel via machine vision and deep learning 基于机器视觉和深度学习的水工隧洞水下结构多缺陷自动识别与量化集成框架

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2022-09-21

PREAI

Li, Yangtao; Bao, Tengfei; Huang, Xianjun; Wang, Ruijie; Shu, Xiaosong; Xu, Bo; Tu, Jiuzhou; Zhou, Yuhang; Zhang, Kang

Dam safety assessment through data-level anomaly detection and information fusion 通过数据级异常检测和信息融合进行大坝安全评估

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2022-08-16

PREAI

Zhou, Yuhang; Shu, Xiaosong; Bao, Tengfei; Li, Yangtao; Zhang, Kang

Unsupervised dam anomaly detection with spatial-temporal variational autoencoder 基于时空变分自动编码器的无监督大坝异常检测

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2022-04-04

PREAI

Shu, Xiaosong; Bao, Tengfei; Zhou, Yuhang; Xu, Ruichen; Li, Yangtao; Zhang, Kang

A deep residual neural network framework with transfer learning for concrete dams patch-level crack classification and weakly-supervised localization

MEASUREMENT

IF5.6

2022-01-01

PREAI

Li, Yangtao; Bao, Tengfei; Xu, Bo; Shu, Xiaosong; Zhou, Yuhang; Du, Ye; Wang, Ruijie; Zhang, Kang

A missing sensor measurement data reconstruction framework powered by multi-task Gaussian process regression for dam structural health monitoring systems

MEASUREMENT

IF5.6

2021-12-01

PREAI

Li, Yangtao; Bao, Tengfei; Chen, Zexun; Gao, Zhixin; Shu, Xiaosong; Zhang, Kang

Data-driven crack behavior anomaly identification method for concrete dams in long-term service using offline and online change point detection

JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING

IF4.3

2021-09-06

PREAI

Li, Yangtao; Bao, Tengfei; Shu, Xiaosong; Gao, Zhixin; Gong, Jian; Zhang, Kang

A large-scale sensor missing data imputation framework for dams using deep learning and transfer learning strategy

MEASUREMENT

IF5.6

2021-06-01

PREAI

Li, Yangtao; Bao, Tengfei; Chen, Hao; Zhang, Kang; Shu, Xiaosong; Chen, Zexun; Hu, Yuhan

A new dam structural response estimation paradigm powered by deep learning and transfer learning techniques

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2021-05-03

PREAI

Li, Yangtao; Bao, Tengfei; Gao, Zhixin; Shu, Xiaosong; Zhang, Kang; Xie, Lunchen; Zhang, Zhentao

VAE-TALSTM: a temporal attention and variational autoencoder-based long short-term memory framework for dam displacement prediction Vae-talstm: 用于大坝位移预测的基于时间注意和变分自动编码器的长短期记忆框架

ENGINEERING WITH COMPUTERS

IF4.9

2021-04-22

PREAI

Shu, Xiaosong; Bao, Tengfei; Li, Yangtao; Gong, Jian; Zhang, Kang

A Novel Seepage Behavior Prediction and Lag Process Identification Method for Concrete Dams Using HGWO-XGBoost Model

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Zhang, Kang; Gu, Chongshi; Zhu, Yantao; Chen, Siyu; Dai, Bo; Li, Yangtao; Shu, Xiaosong

Dam Safety Evaluation Based on Interval-Valued Intuitionistic Fuzzy Sets and Evidence Theory 基于区间直觉模糊集和证据理论的大坝安全评价

SENSORS

IF3.5

2020-05-06

OAAI

Shu, Xiaosong; Bao, Tengfei; Li, Yangtao; Zhang, Kang; Wu, Bangbin

The Prediction of Dam Displacement Time Series Using STL, Extra-Trees, and Stacked LSTM Neural Network

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Li, Yangtao; Bao, Tengfei; Gong, Jian; Shu, Xiaosong; Zhang, Kang

研究方向