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J

Junchi Bin

Guangxi Academy of Sciences

15H-index
44Paper Count
823Citation Count
Published Papers 18
Publication Date
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BERTC: A new Bayesian exponential regularized tensor completion method for sparse geomagnetic time series data
errNeurocomputing
IF6.5
err2025-12-22
err0
PREAI
errHuan Liu; Guoyu Li; Junchi Bin; Haobin Dong; Zheng Liu
errShare
errSave
PVD: A Detection Framework for Parking Vehicles on Highways From Oblique UAV Images
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errJunchi Bin; Jiahao Guo; Guiying Liu; Zhenhua Jiang; Mengwei Liu; Changan Yuan; Xiaoping Liu
errShare
errSave
Vision Fourier transformer empowered multi-modal imaging system for ethane leakage detection
errINFORMATION FUSION
IF15.5
err2024-06-01
err0
PREAI
errBin, Junchi; Rogers, Shane; Liu, Zheng
errShare
errSave
An adaptive federated learning system for community building energy load forecasting and anomaly prediction
errENERGY AND BUILDINGS
IF7.1
err2023-09-01
err15
PREAI
errWang, Rui; Yun, Hongguang; Rayhana, Rakiba; Bin, Junchi; Zhang, Chengkai; Herrera, Omar E.; Liu, Zheng; Merida, Walter
errShare
errSave
Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2023-08-01
err7
PREAI
errBin, Junchi; Bahrami, Zhila; Rahman, Choudhury A.; Du, Shan; Rogers, Shane; Liu, Zheng
errShare
errSave
The registration of visible and thermal images through multi-objective optimization
errINFORMATION FUSION
IF15.5
err2023-07-01
err5
PREAI
errBin, Junchi; Zhang, Heqing; Bahrami, Zhila; Zhang, Ran; Liu, Huan; Blasch, Erik; Liu, Zheng
errShare
errSave
RHPMF: A context-aware matrix factorization approach for understanding regional real estate market
errINFORMATION FUSION
IF15.5
err2023-06-01
err4
PREAI
errBin, Junchi; Gardiner, Bryan; Liu, Huan; Li, Eric; Liu, Zheng
errShare
errSave
An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery
errSENSORS
IF3.5
err2022-09-21
err2
errOAAI
errBin, Junchi; Zhang, Ran; Wang, Rui; Cao, Yue; Zheng, Yufeng; Blasch, Erik; Liu, Zheng
errShare
errSave
Probabilistic method for fatigue crack growth prediction with hybrid prior
errINTERNATIONAL JOURNAL OF FATIGUE
IF6.8
err2022-04-01
err8
PREAI
errWang, Teng; Bin, Junchi; Renaud, Guillaume; Liao, Min; Lu, Guoliang; Liu, Zheng
errShare
errSave
A multi-task learning-based framework for global maritime and destination with AIS data
errMARITIME TRANSPORT RESEARCH
IF4.8
err2022-01-01
err5
errOAAI
errWang, Wells; Bin, Junchi; Zaji, Amirhossein; Halldearn, Richard; Guillaume, Fabien; Li, Eric; Liu, Zheng
errShare
errSave
Tensor-Based Approach for Liquefied Natural Gas Leakage Detection From Surveillance Thermal Cameras: A Feasibility Study in Rural Areas
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2021-12-01
err18
PREAI
errBin, Junchi; Rahman, Choudhury A.; Rogers, Shane; Liu, Zheng
errShare
errSave
A steerable pyramid autoencoder based framework for anomaly frame detection of water pipeline CCTV inspection
errMEASUREMENT
IF5.6
err2021-04-01
err9
PREAI
errJiao, Yutong; Rayhana, Rakiba; Bin, Junchi; Liu, Zheng; Wu, Angie; Kong, Xiangjie
errShare
errSave
Multiple-Order Graphical Deep Extreme Learning Machine for Unsupervised Fault Diagnosis of Rolling Bearing
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2021-01-01
err26
PREAI
errZhao, Xiaoli; Jia, Minping; Bin, Junchi; Wang, Teng; Liu, Zheng
errShare
errSave
SGCast: A New Forecasting Framework for Multilocation Geomagnetic Data With Missing Traces Based on Matrix Factorization
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2021-01-01
err4
PREAI
errLiu, Huan; Bin, Junchi; Liu, Yihao; Dong, Haobin; Liu, Zheng; Mrad, Nezih; Blasch, Erik
errShare
errSave
AIS data driven general vessel destination prediction: A random forest based approach
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2020-09-01
err54
PREAI
errZhang, Chengkai; Bin, Junchi; Wang, Wells; Peng, Xiang; Wang, Rui; Halldearn, Richard; Liu, Zheng
errShare
errSave
Multi-source urban data fusion for property value assessment: A case study in Philadelphia
errNEUROCOMPUTING
IF6.5
err2020-09-01
err39
PREAI
errBin, Junchi; Gardiner, Bryan; Li, Eric; Liu, Zheng
errShare
errSave
Attention-based multi-modal fusion for improved real estate appraisal: a case study in Los Angeles
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2019-07-12
err21
PREAI
errBin, Junchi; Gardiner, Bryan; Liu, Zheng; Li, Eric
errShare
errSave
A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2019-01-01
err47
PREAI
errLiu, Huan; Liu, Zheng; Liu, Shuo; Liu, Yihao; Bin, Junchi; Shi, Fang; Dong, Haobin
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
郑玉峰 cover
郑玉峰 (Yufeng Zheng)
H-index: 131 · Papers: 1.4K
X
Xiaoping Liu
H-index: 73 · Papers: 756
E
Erik Blasch
H-index: 68 · Papers: 1.1K
Z
Zheng Liu
H-index: 63 · Papers: 983
X
Xiangjie Kong
H-index: 57 · Papers: 389
View more