logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
J

Jixue Liu

University of South Australia

27H-index
262Paper Count
2.8KCitation Count
Published Papers 39
Publication Date
logo
Linking model intervention to causal interpretation in model explanation
errPattern Recognition
IF7.6
err2025-12-09
err0
PREAI
errDebo Cheng; Ziqi Xu; Jiuyong Li; Lin Liu; Kui Yu; Thuc Duy Le; Jixue Liu
errShare
errSave
Dependency-based anomaly detection: A general framework and comprehensive evaluation
errExpert Systems with Applications
IF7.5
err2025-08-09
err0
errOAAI
errSha Lu; Lin Liu; Kui Yu; Thuc Duy Le; Jixue Liu; Jiuyong Li
errShare
errSave
Causal reinforcement learning for train scheduling on single-track railway networks
errtransportation research part c emerging technologies
IF0
err2025-06-25
err0
PREAI
errFeiyu Yang; Jixue Liu; Jiuyong Li; Lin Liu; Shengjie Wang; Wenqing Li; Shaoquan Ni
errShare
errSave
An interpretable and generalised machine learning model for predicting flotation performance
errMinerals Engineering
IF5
err2025-06-19
err0
errOAAI
errClement Lartey; Richmond K. Asamoah; Christopher Greet; Massimiliano Zanin; Jixue Liu
errShare
errSave
A transformer boosted UNet for smoke segmentation in complex backgrounds in multispectral LandSat imagery
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2024-11-01
err1
errOAAI
errLiu, Jixue; Li, Jiuyong; Peters, Stefan; Zhao, Liang
errShare
errSave
Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-08-01
err4
errOAAI
errCheng, Debo; Li, Jiuyong; Liu, Lin; Yu, Kui; Le, Thuc Duy; Liu, Jixue
errShare
errSave
Cross-sensor transfer learning for fire smoke scene detection using variable-bands multi-spectral satellite imagery aided by spectral patterns
errINTERNATIONAL JOURNAL OF REMOTE SENSING
IF2.6
err2024-05-07
err0
errOAAI
errZhao, Liang; Liu, Jixue; Peters, Stefan; Li, Jiuyong; Mueller, Norman; Oliver, Simon
errShare
errSave
Learning class-specific spectral patterns to improve deep learning-based scene-level fire smoke detection from multi-spectral satellite imagery
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2024-04-01
err7
errOAAI
errZhao, Liang; Liu, Jixue; Peters, Stefan; Li, Jiuyong; Mueller, Norman; Oliver, Simon
errShare
errSave
Using Surrogate Parameters to Enhance Monitoring of Community Wastewater Management System Performance for Sustainable Operations
errSENSORS
IF3.5
err2024-03-14
err1
errOAAI
errShi, Zhining; Chow, Christopher W. K.; Gao, Jing; Xing, Ke; Liu, Jixue; Li, Jiuyong
errShare
errSave
Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey
errACM COMPUTING SURVEYS
IF28
err2024-01-12
err4
errOAAI
errCheng, Debo; Li, Jiuyong; Liu, Lin; Liu, Jixue; Thuc Duy Le
errShare
errSave
Disentangled Representation Learning for Causal Inference With Instruments
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
PREAI
errCheng, Debo; Li, Jiuyong; Liu, Lin; Xu, Ziqi; Zhang, Weijia; Liu, Jixue; Le, Thuc Duy
errShare
errSave
Personalized Interventions to Increase the Employment Success of People With Disability
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2023-12-01
err0
PREAI
errTran, Ha Xuan; Le, Thuc Duy; Li, Jiuyong; Liu, Lin; Liu, Jixue; Zhao, Yanchang; Waters, Tony
errShare
errSave
Toward Unique and Unbiased Causal Effect Estimation From Data With Hidden Variables
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-09-01
err14
PREAI
errCheng, Debo; Li, Jiuyong; Liu, Lin; Yu, Kui; Thuc Duy Le; Liu, Jixue
errShare
errSave
Local Search for Efficient Causal Effect Estimation
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-09-01
err6
errOAAI
errCheng, Debo; Li, Jiuyong; Liu, Lin; Zhang, Jiji; Liu, Jixue; Le, Thuc Duy
errShare
errSave
DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text
errIEEE ACCESS
IF3.6
err2023-01-01
err3
errOAAI
errBewong, Michael; Wondoh, John; Kwashie, Selasi; Liu, Jixue; Liu, Lin; Li, Jiuyong; Islam, Md. Zahidul; Kernot, David
errShare
errSave
FastOPM-A practical method for partial match of time series
errPATTERN RECOGNITION
IF7.6
err2022-10-01
err0
PREAI
errLiu, Jixue; Li, Jiuyong; Liu, Lin
errShare
errSave
Causal heterogeneity discovery by bottom-up pattern search for personalised decision making
errAPPLIED INTELLIGENCE
IF3.5
err2022-08-02
err0
errOAAI
errLi, Jiuyong; Liu, Lin; Zhang, Shisheng; Ma, Saisai; Le, Thuc Duy; Liu, Jixue
errShare
errSave
Applications of Online UV-Vis Spectrophotometer for Drinking Water Quality Monitoring and Process Control: A Review
errSENSORS
IF3.5
err2022-04-13
err52
errOAAI
errShi, Zhining; Chow, Christopher W. K.; Fabris, Rolando; Liu, Jixue; Jin, Bo
errShare
errSave
How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics?
errBRITISH JOURNAL OF EDUCATIONAL TECHNOLOGY
IF8.1
err2022-04-12
err24
errOAAI
errDeho, Oscar Blessed; Zhan, Chen; Li, Jiuyong; Liu, Jixue; Liu, Lin; Thuc Duy Le
errShare
errSave
Determination of coagulant dosages for process control using online UV-vis spectra of raw water
errJOURNAL OF WATER PROCESS ENGINEERING
IF6.7
err2022-02-01
err23
PREAI
errShi, Zhining; Chow, Christopher W. K.; Fabris, Rolando; Liu, Jixue; Sawade, Emma; Jin, Bo
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
K
Kim‐Kwang Raymond Choo
H-index: 123 · Papers: 1.5K
B
Bo Jin
H-index: 59 · Papers: 207
C
Christopher P. Saint
H-index: 57 · Papers: 181
B
Bradley Malin
H-index: 55 · Papers: 490
C
Christopher W.K. Chow
H-index: 54 · Papers: 314
View more