Zhixia Yang

Orcid: 0000-0003-0446-4278

Affiliations:
  • Xinjiang University, College of Mathematics and Systems Science, Institute of Mathematics and Physics, Ürümqi, China
  • China Agricultural University, China (PhD)


According to our database1, Zhixia Yang authored at least 15 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2025
Kernel-free quadratic surface SVM for conditional probability estimation in imbalanced multi-class classification.
Neural Networks, 2025

Kernel-free quadratic proximal support vector machine with Lp-norm regularization.
Eng. Appl. Artif. Intell., 2025

A kernel-free quadratic surface twin support vector machine with capped L1-norm distance metric for robust classification.
Appl. Soft Comput., 2025

Robust and Sparse Kernel-Free Quadratic Surface LSR via L<sub>2,p</sub>-Norm With Feature Selection for Multi-Class Image Classification.
IEEE Access, 2025

2024
A unified kernel sparse representation framework for supervised learning problems.
Neural Comput. Appl., 2024

Robust kernel-free quadratic surface twin support vector machine with capped L<sub>1</sub>-norm distance metric.
CoRR, 2024

2023
Symmetric LINEX loss twin support vector machine for robust classification and its fast iterative algorithm.
Neural Networks, November, 2023

Kernel-Free Quadratic Surface Support Vector Regression with Non-Negative Constraints.
Entropy, July, 2023

Kernel-Free Quadratic Surface Regression for Multi-Class Classification.
Entropy, July, 2023

Infrared Small Target Detection Based on Singularity Analysis and Constrained Random Walker.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Kernel-Free Nonlinear Support Vector Machines for Multiview Binary Classification Problems.
Int. J. Intell. Syst., 2023

2022
∊-Kernel-free soft quadratic surface support vector regression.
Inf. Sci., 2022

2021
Kernel-Free Quadratic Surface Minimax Probability Machine for a Binary Classification Problem.
Symmetry, 2021

Generalized Eigenvalue Proximal Support Vector Machine for Functional Data Classification.
Symmetry, 2021

Quadratic hyper-surface kernel-free least squares support vector regression.
Intell. Data Anal., 2021


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