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刘

刘欣 (Xin Liu)

Beijing Institute of Technology

11H-index
47Paper Count
489Citation Count
Published Papers 18
Publication Date
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Human-centric multimodal data processing for human-robot collaboration: A survey
errComputers & Industrial Engineering
IF6.5
err2026-08-01
err0
PREAI
errLi, Quanfu; Liu, Minxia; Liu, Shimin; Liu, Xin; Cui, Haoran; Liu, Jianhua
errShare
errSave
A Human-in-the-Loop conceptual design framework jointly driven by large language models and knowledge graphs
errAdvanced Engineering Informatics
IF9.9
err2026-04-02
err0
PREAI
errYifan Xu; Jian Xie; Xin Liu; Haoran Cui; Minxia Liu
errShare
errSave
A reliability-oriented conflict robust optimization model for berth allocation under operational disturbances
errReliability Engineering & System Safety
IF11
err2026-01-10
err0
PREAI
errXi Xiang; Lina Yu; Xin Liu; Changchun Liu
errShare
errSave
Zero-shot bearing fault diagnosis under varying conditions based on prototypical vision transformers
errEngineering Research Express
IF1.6
err2025-12-31
err1
PREAI
errHuang, Yi; Zhao, Minghao; Liu, Xin; Xiang, Xi; Liu, Minxia; Xie, Jian
errShare
errSave
A Novel Spatiotemporal Feature Fusion-based GAN framework for SCADA Data Imputation of Wind Turbines
errEnergy
IF9.4
err2025-12-04
err0
PREAI
errYiran Guo; Xin Liu; Minxia Liu; Jian Xie; Xi Xiang
errShare
errSave
Research on improving students concentration by task-oriented method based on image recognition technology
errEDUCATION AND INFORMATION TECHNOLOGIES
IF5.4
err2025-05-09
err0
PREAI
errJi, Xiaohong; Liu, Xin; Chen, Xin; Li, Rong
errShare
errSave
Intelligent color scheme generation for web interface color design based on knowledge-data fusion method
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errLiu, Xin; Yang, Zijuan; Gong, Lin; Liu, Minxia; Xiang, Xi; Mo, Zhenchong
errShare
errSave
Research on label propagation based on clustering and semi-supervised learning under limited fault data of air conditioning system
errINTERNATIONAL JOURNAL OF REFRIGERATION
IF3.8
err2025-03-01
err0
PREAI
errGuo, Yabin; Du, Congcong; Liu, Xin; Zhang, Zheng; Jin, Zunlong; Liu, Yaxin; Wang, Yuhua; Li, Weilin
errShare
errSave
An innovative framework for optimizing discrete berth allocation and quay crane assignment problems
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2025-02-01
err1
PREAI
errXiang, Xi; Chang, Xuqiang; Gong, Lin; Liu, Xin
errShare
errSave
A GCN-based adaptive generative adversarial network model for short-term wind speed scenario prediction
errENERGY
IF9.4
err2024-05-01
err5
PREAI
errLiu, Xin; Yu, Jingjia; Gong, Lin; Liu, Minxia; Xiang, Xi
errShare
errSave
Urban Water Demand Prediction Based on Attention Mechanism Graph Convolutional Network-Long Short-Term Memory
errWATER
IF3
err2024-03-13
err1
errOAAI
errLiu, Chunjing; Liu, Zhen; Yuan, Jia; Wang, Dong; Liu, Xin
errShare
errSave
A data-driven model assisted hybrid genetic algorithm for a two-dimensional shelf space allocation problem
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2023-03-01
err4
PREAI
errZheng, Lanlan; Liu, Xin; Wu, Feng; Zhang, Zijun
errShare
errSave
The attention-assisted ordinary differential equation networks for short-term probabilistic wind power predictions
errAPPLIED ENERGY
IF11
err2022-10-01
err18
PREAI
errLiu, Xin; Yang, Luoxiao; Zhang, Zijun
errShare
errSave
Short-Term Multi-Step Ahead Wind Power Predictions Based On A Novel Deep Convolutional Recurrent Network Method
errieee transactions on energy conversion
IF10
err2021-07-01
err38
PREAI
errLiu, Xin; Yang, Luoxiao; Zhang, Zijun
errShare
errSave
A Two-Stage Deep Autoencoder-Based Missing Data Imputation Method for Wind Farm SCADA Data
errIEEE SENSORS JOURNAL
IF4.5
err2021-05-01
err30
PREAI
errLiu, Xin; Zhang, Zijun
errShare
errSave
Short-term predictions of multiple wind turbine power outputs based on deep neural networks with transfer learning
errENERGY
IF9.4
err2021-02-01
err46
PREAI
errLiu, Xin; Cao, Zheming; Zhang, Zijun
errShare
errSave
A comparative study of the data-driven day-ahead hourly provincial load forecasting methods: From classical data mining to deep learning
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2020-03-01
err50
PREAI
errLiu, Xin; Zhang, Zijun; Song, Zhe
errShare
errSave
To Be a Flower or Fruiting Branch: Insights Revealed by mRNA and Small RNA Transcriptomes from Different Cotton Developmental Stages
errSCIENTIFIC REPORTS
IF3.9
err2016-03-17
err25
errOAAI
errSun, Quan; Du, Xiongming; Cai, Chaowei; Long, Lu; Zhang, Sai; Qiao, Peng; Wang, Weina; Zhou, Kexue; Wang, Guanghao; Liu, Xin; Zhang, Hui; Geng, Shuaipeng; Yang, Can; Gao, Wei; Mo, Jianchuan; Miao, Chen; Song, Chunpeng; Cai, Yingfan
errShare
errSave

Research Directions

工业智能，涉及工业装备及系统的建模工业系统预测性建模缺失数据修复时空超分辨率等- 系统设计与运行优化：基于强化学习及启发式的布局优化系统运行调度集群协同控制等优化问题- 数字孪生与设备健康：设备状态监测故障诊断及剩余寿命预测等PHM问题。 研究领域： 智能优化预测性建模智能制造可再生能源
Co-authors
Cooperation Journals
Y
Yuhua Wang
H-index: 78 · Papers: 1.1K
王
王东 (Dong Wang)
H-index: 77 · Papers: 1.3K
吴峰 cover
吴峰 (Feng Wu)
H-index: 68 · Papers: 638
宋纯鹏 cover
宋纯鹏 (Chun‐Peng Song)
H-index: 68 · Papers: 238
Z
Zijun Zhang
H-index: 56 · Papers: 447
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