Muhammad Usman - Publications, H-index & Citations | Canyam

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Muhammad Usman

University of Science and Technology of China

11H-index

44Paper Count

334Citation Count

Published Papers 16

Publication Date

SWARM: A novel Sample Weighting Approach for Rare Minority data classification in imbalanced and evolving data streams

Knowledge-Based Systems

IF7.6

2026-08-08

0

PREAI

Muhammad Usman; Muhammad Usman

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MinoClust: Exploiting Minority Sub-Cluster Dynamics for Classification in Imbalanced and Drifting Data Streams

IEEE Transactions on Emerging Topics in Computational Intelligence

IF6.5

2026-03-10

0

PREAI

Hina Farooq; Muhammad Usman; Ruibin Bai; Huanhuan Chen

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Bin.INI: An ensemble approach for dynamic data streams

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

0

PREAI

Usman, Muhammad; Chen, Huanhuan

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EMRIL: Ensemble Method based on ReInforcement Learning for binary classification in imbalanced drifting data streams

IF6.5

2024-11-01

0

PREAI

Usman, Muhammad; Chen, Huanhuan

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Intensive Class Imbalance Learning in Drifting Data Streams

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2024-10-01

2

PREAI

Usman, Muhammad; Chen, Huanhuan

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Research Ideas Discovery via Hierarchical Negative Correlation

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-02-01

11

PREAI

Chen, Lyuzhou; Wang, Xiangyu; Ban, Taiyu; Usman, Muhammad; Liu, Shikang; Lyu, Derui; Chen, Huanhuan

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Iterative Polygon Deformation for Building Extraction

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

3

PREAI

Zhu, Yunhui; Huang, Buliao; Fan, Yizhan; Usman, Muhammad; Chen, Huanhuan

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Decentralised Knowledge Graph Evolution via Blockchain

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2024-01-01

5

PREAI

Wang, Xiangyu; Ban, Taiyu; Chen, Lyuzhou; Usman, Muhammad; Guan, Yifeng; Lyu, Derui; Cheng, Jian; Chen, Huanhuan; Leung, Cyril; Miao, Chunyan

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Semi-supervised learning with missing values imputation

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-01-01

5

OAAI

Huang, Buliao; Zhu, Yunhui; Usman, Muhammad; Chen, Huanhuan

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Pro-IDD: Pareto-based ensemble for imbalanced and drifting data streams

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-12-01

2

PREAI

Usman, Muhammad; Chen, Huanhuan

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A distribution-based representation of Knowledge Quality

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-12-01

3

PREAI

Wang, Xiangyu; Ban, Taiyu; Chen, Lyuzhou; Usman, Muhammad; Wu, Tianhao; Chen, Qiuju; Chen, Huanhuan

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A Systematic Survey of Regularization and Normalization in GANs

ACM COMPUTING SURVEYS

IF28

2023-02-09

16

OAAI

Li, Ziqiang; Usman, Muhammad; Tao, Rentuo; Xia, Pengfei; Wang, Chaoyue; Chen, Huanhuan; Li, Bin

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Underground Pipeline Mapping From Multipositional Data: Data Acquisition Platform and Pipeline Mapping Model

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

8

PREAI

Zhou, Xiren; Chen, Ao; Usman, Muhammad; Chen, Qiuju; Xiong, Fang; Wu, Jibing; Chen, Huanhuan

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Dynamic Link Prediction for Discovery of New Impactful COVID-19 Research Approaches

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-12-01

5

PREAI

Wang, Xiangyu; Li, Yuan; Ban, Taiyu; Zhu, Jiarun; Chen, Lyuzhou; Usman, Muhammad; Wang, Xin; Chen, Huanhuan; Chen, Xiaomei; Leung, Cyril; Miao, Chunyan

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Graph Neural Networks for Missing Value Classification in a Task-Driven Metric Space

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2022-01-01

6

PREAI

Huang, Buliao; Zhu, Yunhui; Usman, Muhammad; Zhou, Xiren; Chen, Huanhuan

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Knowledge graph quality control: A survey

FUNDAMENTAL RESEARCH

IF6.3

2021-09-01

40

OAAI

Wang, Xiangyu; Chen, Lyuzhou; Ban, Taiyu; Usman, Muhammad; Guan, Yifeng; Liu, Shikang; Wu, Tianhao; Chen, Huanhuan

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