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Chongsheng Zhang

An up-to-date comparison of state-of-the-art classification algorithms
2017 · Chongsheng Zhang, Changchang Liu, et al. · Expert Systems with Applications · 440
An empirical comparison on state-of-the-art multi-class imbalance learning algorithms and a new diversified ensemble learning scheme
2018 · Jingjun Bi, Chongsheng Zhang · Knowledge-Based Systems · 198
Multi-Imbalance: An open-source software for multi-class imbalance learning
2019 · Chongsheng Zhang, Jingjun Bi, et al. · Knowledge-Based Systems · 164
On Incremental Learning for Gradient Boosting Decision Trees
2019 · Chongsheng Zhang, Yuan Zhang, et al. · Neural Processing Letters · 120
Street View Text Recognition With Deep Learning for Urban Scene Understanding in Intelligent Transportation Systems
2020 · Chongsheng Zhang, Weiping Ding, et al. · IEEE Transactions on Intelligent Transportation Systems · 82
RCAR-UNet: Retinal vessel segmentation network algorithm via novel rough attention mechanism
2023 · Weiping Ding, Ying Sun, et al. · Information Sciences · 79
Character-Level Street View Text Spotting Based on Deep Multisegmentation Network for Smarter Autonomous Driving
2021 · Chongsheng Zhang, Yuefeng Tao, et al. · IEEE Transactions on Artificial Intelligence · 60
A Systematic Review on Long-Tailed Learning
2025 · Chongsheng Zhang, George Almpanidis, et al. · IEEE Transactions on Neural Networks and Learning Systems · 59
Identity-aware convolutional neural networks for facial expression recognition
2017 · Chongsheng Zhang, Pengyou Wang, et al. · Journal of Systems Engineering and Electronics · 41
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An empirical evaluation of high utility itemset mining algorithms
2018 · Chongsheng Zhang, George Almpanidis, et al. · Expert Systems with Applications · 39
An empirical study on the joint impact of feature selection and data resampling on imbalance classification
2022 · Chongsheng Zhang, Paolo Soda, et al. · Applied Intelligence · 38
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Exploring Pattern Mining Algorithms for Hashtag Retrieval Problem
2020 · Asma Belhadi, Youcef Djenouri, et al. · IEEE Access · 35
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Data-Driven Oracle Bone Rejoining: A Dataset and Practical Self-Supervised Learning Scheme
2022 · Chongsheng Zhang, Bin Wang, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 31
AI-Powered Oracle Bone Inscriptions Recognition and Fragments Rejoining
2020 · Chongsheng Zhang, Ruixing Zong, et al. · International Joint Conference on Artificial Intelligence · 28
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A personalized federated learning-based fault diagnosis method for data suffering from network attacks
2023 · Zhiqiang Zhang, Funa Zhou, et al. · Applied Intelligence · 22
Q-BLAISE: Quantum-Resilient Blockchain and AI-Enhanced Security Protocol for Smart Grid IoT
2025 · Hafiz Muhammad Sanaullah Badar, Shafiq Ahmed, et al. · IEEE Transactions on Consumer Electronics · 20
Feature selection and resampling in class imbalance learning: Which comes first? An empirical study in the biological domain
2017 · Chongsheng Zhang, Jingjun Bi, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 20
R-GNN: recurrent graph neural networks for font classification of oracle bone inscriptions
2024 · Jiang Yuan, Shanxiong Chen, et al. · Heritage Science · 19
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Turning wingbeat sounds into spectrum images for acoustic insect classification
2017 · Chongsheng Zhang, Pengyou Wang, et al. · Electronics Letters · 15
A unified deep semi-supervised graph learning scheme based on nodes re-weighting and manifold regularization
2022 · Fadi Dornaika, Jingjun Bi, et al. · Neural Networks · 14
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Big Data in Ubiquitous Wireless Sensor Networks
2014 · Fu Xiao, Chongsheng Zhang, et al. · International Journal of Distributed Sensor Networks · 11
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The enhancement of surimi gels by utilizing coconut oil pre-emulsion loaded with pterostilbene and tempo modified cellulose
2025 · Fang Tian, Wenyuchu Chen, et al. · Carbohydrate Polymers · 10
Correction to: An empirical study on the joint impact of feature selection and data resampling on imbalance classification
2022 · Chongsheng Zhang, Paolo Soda, et al. · Applied Intelligence · 10
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UCR: A unified character-radical dual-supervision framework for accurate Chinese character recognition
2025 · Qilong Li, Chongsheng Zhang · Pattern Recognition · 8
Open-set long-tailed recognition via orthogonal prototype learning and false rejection correction
2024 · Binquan Deng, Aouaidjia Kamel, et al. · Neural Networks · 8
Works count: 93
Citation count: 1,694
H-index: 18
I10-index: 23
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