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Anjin Liu

university of technology sydney

13H-index
34Paper Count
857Citation Count
Published Papers 15
Publication Date
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Adaptive Information Fusion-Based Concept Drift Learning for Evolving Multiple Data Streams
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-09-15
err0
PREAI
errKun Wang; Jie Lu; Anjin Liu
errShare
errSave
TS-DM: A Time Segmentation-Based Data Stream Learning Method for Concept Drift Adaptation
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2024-10-01
err2
PREAI
errWang, Kun; Lu, Jie; Liu, Anjin; Zhang, Guangquan
errShare
errSave
A self-adaptive ensemble for user interest drift learning
errNEUROCOMPUTING
IF6.5
err2024-04-01
err2
PREAI
errWang, Kun; Xiong, Li; Liu, Anjin; Zhang, Guangquan; Lu, Jie
errShare
errSave
Evolving Gradient Boost: A Pruning Scheme Based on Loss Improvement Ratio for Learning Under Concept Drift
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-04-01
err13
PREAI
errWang, Kun; Lu, Jie; Liu, Anjin; Zhang, Guangquan; Xiong, Li
errShare
errSave
Real-Time Prediction System of Train Carriage Load Based on Multi-Stream Fuzzy Learning
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2022-09-01
err17
PREAI
errYu, Hang; Lu, Jie; Liu, Anjin; Wang, Bin; Li, Ruimin; Zhang, Guangquan
errShare
errSave
A Segment-Based Drift Adaptation Method for Data Streams
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-09-01
err20
PREAI
errSong, Yiliao; Lu, Jie; Liu, Anjin; Lu, Haiyan; Zhang, Guangquan
errShare
errSave
Elastic gradient boosting decision tree with adaptive iterations for concept drift adaptation
errNEUROCOMPUTING
IF6.5
err2022-06-01
err24
PREAI
errWang, Kun; Lu, Jie; Liu, Anjin; Song, Yiliao; Xiong, Li; Zhang, Guangquan
errShare
errSave
Concept Drift Detection Delay Index
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-01-01
err10
errOAAI
errLiu, Anjin; Lu, Jie; Song, Yiliao; Xuan, Junyu; Zhang, Guangquan
errShare
errSave
Concept Drift Detection: Dealing With Missing Values via Fuzzy Distance Estimations
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2021-11-01
err14
errOAAI
errLiu, Anjin; Lu, Jie; Zhang, Guangquan
errShare
errSave
Concept Drift Detection via Equal Intensity k-Means Space Partitioning
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2021-06-01
err69
errOAAI
errLiu, Anjin; Lu, Jie; Zhang, Guangquan
errShare
errSave
Diverse Instance-Weighting Ensemble Based on Region Drift Disagreement for Concept Drift Adaptation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2021-01-01
err36
errOAAI
errLiu, Anjin; Lu, Jie; Zhang, Guangquan
errShare
errSave
Data-driven decision support under concept drift in streamed big data
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2019-10-23
err56
errOAAI
errLu, Jie; Liu, Anjin; Song, Yiliao; Zhang, Guangquan
errShare
errSave
Accumulating regional density dissimilarity for concept drift detection in data streams
errPATTERN RECOGNITION
IF7.6
err2018-04-01
err91
errOAAI
errLiu, Anjin; Lu, Jie; Liu, Feng; Zhang, Guangquan
errShare
errSave
Learning under Concept Drift: A Review
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2018-01-01
err922
errOAAI
errLu, Jie; Liu, Anjin; Dong, Fan; Gu, Feng; Gama, Joao; Zhang, Guangquan
errShare
errSave
Tracking Correlations Between Multiple Data Streams Through Evolutionary Regressor Chains
errIEEE Transactions on Cybernetics
IF10.5
err
err0
PREAI
errBin Zhang; Jie Lu; Anjin Liu; Xin Yao; Guangquan Zhang
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
X
Xin Yao
H-index: 116 · Papers: 1.5K
J
Jie Lü
H-index: 80 · Papers: 1.1K
张
张广泉 (Guangquan Zhang)
H-index: 70 · Papers: 832
J
João Gama
H-index: 62 · Papers: 623
H
Haiyan Lu
H-index: 61 · Papers: 549
View more