Yuan‐Hai Shao - Publications, H-index & Citations

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邵

邵元海 (Yuan‐Hai Shao)

hainan university

36H-index

189Paper Count

4.8KCitation Count

Published Papers 84

Publication Date

A novel support vector machine with hillside loss and margin distribution

European Journal of Operational Research

IF6

2026-05-05

PREAI

Yiju Wang; Jiakang Du; Yuanhai Shao

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Recursive Statistical Invariants Elimination for High-Risk Disease Diagnosis With Feature Selection

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-08-19

PREAI

Yi-Fan Qi; Yuan-Hai Shao; Chun-Na Li; Zhi-Quan Qi

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Sparse and robust alternating direction method of multipliers for large-scale classification learning

Neurocomputing

IF6.5

2025-07-12

PREAI

Huajun Wang; Wenqian Li; Yuanhai Shao; Hongwei Zhang

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Group feature selection using non-class data

MACHINE LEARNING

IF2.9

2025-04-24

PREAI

Li, Chunna; Pan, Yuangang; Chen, Weijie; Tsang, Ivor W.; Shao, Yuanhai

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Distribution Metric Based V-Matrix Support Vector Machine

ieee signal processing magazine

IF3.9

2025-01-01

PREAI

Song, Yiwei; Shao, Yuanhai; Li, Chunna

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Large-scale robust regression with truncated loss via majorization-minimization algorithm

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2024-12-01

PREAI

Huang, Ling-Wei; Shao, Yuan-Hai; Lv, Xiao-Jing; Li, Chun-Na

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Feature selection by Universum embedding

PATTERN RECOGNITION

IF7.6

2024-09-01

PREAI

Li, Chun-Na; Huang, Ling-Wei; Shao, Yuan-Hai; Guo, Tingting; Mao, Yu

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Generalization Memorization Machine with Zero Empirical Risk for Classification

PATTERN RECOGNITION

IF7.6

2024-08-01

OAAI

Wang, Zhen; Bai, Lan; Shao, Yuanhai

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Fast Support Vector Machine With Low-Computational Complexity for Large-Scale Classification

ieee transactions on cybernetics

IF8.7

2024-07-01

PREAI

Wang, Huajun; Zhu, Zhibin; Shao, Yuanhai

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Learning using granularity statistical invariants for classification

APPLIED INTELLIGENCE

IF3.5

2024-05-22

PREAI

Zhu, Ting-Ting; Li, Chun-Na; Liu, Tian; Shao, Yuan-Hai

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Large-Scale Structured Output Classification via Multiple Structured Support Vector Machine by Splitting

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2024-04-01

PREAI

Li, Chun-Na; Li, Yi; Shao, Yuan-Hai

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Twin support vector quantile regression

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-03-01

OAAI

Ye, Yafen; Xu, Zhihu; Zhang, Jinhua; Chen, Weijie; Shao, Yuanhai

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Fast generalized ramp loss support vector machine for pattern classification

PATTERN RECOGNITION

IF7.6

2024-02-01

PREAI

Wang, Huajun; Shao, Yuanhai

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Optimization-based adversarial perturbations against twin support vector machines

COMPUTERS & SECURITY

IF5.4

2024-01-01

PREAI

Wang, Wenjie; Shao, Yuanhai; Wang, Yiju

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A new fast ADMM for kernelless SVM classifier with truncated fraction loss

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-01-01

PREAI

Wang, Huajun; Zhou, Weijun; Shao, Yuanhai

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A multistage deep imputation framework for missing values large segment imputation with statistical metrics

APPLIED SOFT COMPUTING

IF6.6

2023-10-01

PREAI

Yang, JinSheng; Shao, YuanHai; Li, ChunNa; Wang, WenSi

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Twin SVM for conditional probability estimation in binary and multiclass classification

PATTERN RECOGNITION

IF7.6

2023-04-01

PREAI

Shao, Yuan -Hai; Lv, Xiao-Jing; Huang, Ling-Wei; Bai, Lan

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Sparse and robust SVM classifier for large scale classification

APPLIED INTELLIGENCE

IF3.5

2023-03-13

PREAI

Wang, Huajun; Shao, Yuanhai

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Union nonparallel support vector machines framework with consistency

APPLIED SOFT COMPUTING

IF6.6

2023-03-01

PREAI

Li, Chun-Na; Shao, Yuan-Hai; Wang, Huajun; Huang, Ling-Wei; Zhao, Yu-Ting; Xiu, Naihua; Deng, Nai-Yang

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Capped norm linear discriminant analysis and its applications

APPLIED INTELLIGENCE

IF3.5

2023-01-31

OAAI

Liu, Jiakou; Xiong, Xiong; Ren, Peiwei; Li, Chun-Na; Shao, Yuan-Hai

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Research Directions