Zhengming Ma - Publications, H-index & Citations

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Zhengming Ma

Sun Yat Sen University

12H-index

99Paper Count

714Citation Count

Published Papers 30

Publication Date

RKHS reconstruction based on manifold learning for high-dimensional data

APPLIED INTELLIGENCE

IF3.5

2024-12-11

PREAI

Niu, Guo; Zhu, Nannan; Ma, Zhengming; Wang, Xin; Liu, Xi; Zhou, Yan; Zhou, Yuexia

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Discriminative subspace learning via optimization on Riemannian manifold

PATTERN RECOGNITION

IF7.6

2023-07-01

PREAI

Yin, Wanguang; Ma, Zhengming; Liu, Quanying

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RKHS subspace domain adaption via minimum distribution gap

PATTERN ANALYSIS AND APPLICATIONS

IF2

2023-05-17

PREAI

Qiu, Yanzhen; Zhang, Chuangfeng; Xiong, Chenkui; Ma, Zhengming; Liao, Shaolin

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HyperNTF: A hypergraph regularized nonnegative tensor factorization for dimensionality reduction

NEUROCOMPUTING

IF6.5

2022-11-01

OAAI

Yin, Wanguang; Qu, Youzhi; Ma, Zhengming; Liu, Quanying

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Dimensionality reduction of SPD data based on Riemannian manifold tangent spaces and local affinity

APPLIED INTELLIGENCE

IF3.5

2022-05-04

PREAI

Gao, Wenxu; Ma, Zhengming; Gan, Weichao; Liu, Shuyu

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Dimensionality reduction algorithm of tensor data based on orthogonal tucker decomposition and local discrimination difference

APPLIED INTELLIGENCE

IF3.5

2022-03-09

PREAI

Gao, Wenxu; Ma, Zhengming; Yuan, Xuejing

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Dictionary Learning of Symmetric Positive Definite Data Based on Riemannian Manifold Tangent Spaces and Local Homeomorphism

IEEE ACCESS

IF3.6

2022-01-01

OAAI

He, Hui; Liu, Shuyu; Ma, Zhengming; Feng, Weijia

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Domain Adaption Based on MSE Criterion and Progressive RKHS Subspace Learning (MSEpRKHS_DA)

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Qiu, Yanzhen; Liu, Shuyu; Ma, Zhengming; He, Hui

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Manifold Learning Based on Straight-Like Geodesics and Local Coordinates

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2021-11-01

PREAI

Ma, Zhengming; Zhan, Zengrong; Feng, Zijian; Guo, Jiajing

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Dimensionality reduction of tensors based on manifold-regularized tucker decomposition and its iterative solution

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2021-09-13

PREAI

Huang, Haidong; Ma, Zhengming; Zhang, Guokai

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Dimensionality reduction based on multi-local linear regression and global subspace projection distance minimum

PATTERN ANALYSIS AND APPLICATIONS

IF2

2021-08-29

PREAI

Huang, Haidong; Ma, Zhengming; Zhang, Guokai; Wu, Huibin

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Domain adaption based on source dictionary regularized RKHS subspace learning

PATTERN ANALYSIS AND APPLICATIONS

IF2

2021-06-17

PREAI

Lei, Wenjie; Ma, Zhengming; Lin, Yuanping; Gao, Wenxu

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The framework of learnable kernel function and its application to dictionary learning of SPD data

PATTERN ANALYSIS AND APPLICATIONS

IF2

2021-01-02

PREAI

Feng, Weijia; Ma, Zhengming; Zhuang, Rixin; Che, Hangjian

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EEG Mental Recognition Based on RKHS Learning and Source Dictionary Regularized RKHS Subspace Learning

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Lei, Wenjie; Ma, Zhengming; Liu, Shuyu; Lin, Yuanping

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Domain Adaption Based on Symmetric Matrices Space Bi-Subspace Learning and Source Linear Discriminant Analysis Regularization

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Li, Qian; Ma, Zhengming; Liu, Shuyu; Pei, Yanli

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Dimensionality Reduction for Tensor Data Based on Local Decision Margin Maximization

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2021-01-01

PREAI

Zhang, Shujie; Ma, Zhengming; Gan, Weichao

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High order discriminant analysis based on Riemannian optimization

KNOWLEDGE-BASED SYSTEMS

IF7.6

2020-05-01

PREAI

Yin, Wanguang; Ma, Zhengming

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Dimensionality Reduction of Tensors Based on Local Homeomorphism and Global Subspace Projection Distance Minimum

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Zhang, Guokai; Ma, Zhengming; Huang, Haidong

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Maximum Discriminant Difference Criterion for Dimensionality Reduction of Tensor Data

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Peng, Xinya; Ma, Zhengming; Xu, Haowei

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SPD Data Dictionary Learning Based on Kernel Learning and Riemannian Metric

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Zhuang, Rixin; Ma, Zhengming; Feng, Weijia; Lin, Yuanping

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Research Directions