Zhixia Yang

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
A kernel-free quadratic surface twin support vector machine with capped L1-norm distance metric for robust classification.
Appl. Soft Comput.
Qi Si, Zhixia Yang, JinBiao Zhao, Rongda Chen
2025 J jnl
Kernel-free quadratic proximal support vector machine with Lp-norm regularization.
Eng. Appl. Artif. Intell.
Xue Yang, Zhixia Yang, Junyou Ye, Yuanyuan Chen
2025 J jnl
Kernel-free quadratic surface SVM for conditional probability estimation in imbalanced multi-class classification.
Neural Networks
Junyou Ye, Zhixia Yang, Yongqi Zhu, Zheng Zhang, Qin Wen
2025 J jnl
Robust and Sparse Kernel-Free Quadratic Surface LSR via L
IEEE Access
Yongqi Zhu, Zhixia Yang, Junyou Ye, Yongxing Hu
2024 J jnl
A unified kernel sparse representation framework for supervised learning problems.
Neural Comput. Appl.
Junyou Ye, Zhixia Yang, Yongqi Zhu, Zheng Zhang
2024 J jnl
Robust kernel-free quadratic surface twin support vector machine with capped L
CoRR
Qi Si, Zhixia Yang
2023 J jnl
Infrared Small Target Detection Based on Singularity Analysis and Constrained Random Walker.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xinpeng Zhang, Zhixia Yang, Fan Shi, Yanhong Yang, Meng Zhao
2023 J jnl
Kernel-Free Nonlinear Support Vector Machines for Multiview Binary Classification Problems.
Int. J. Intell. Syst.
Rongda Chen, Zhixia Yang, Junyou Ye
2023 J jnl
Kernel-Free Quadratic Surface Regression for Multi-Class Classification.
Entropy
Changlin Wang, Zhixia Yang, Junyou Ye, Xue Yang
2023 J jnl
Kernel-Free Quadratic Surface Support Vector Regression with Non-Negative Constraints.
Entropy
Dong Wei, Zhixia Yang, Junyou Ye, Xue Yang
2023 J jnl
Symmetric LINEX loss twin support vector machine for robust classification and its fast iterative algorithm.
Neural Networks
Qi Si, Zhixia Yang, Junyou Ye
2022 J jnl
∊-Kernel-free soft quadratic surface support vector regression.
Inf. Sci.
Junyou Ye, Zhixia Yang, Mengping Ma, Yulan Wang, Xiaomei Yang
2021 J jnl
Generalized Eigenvalue Proximal Support Vector Machine for Functional Data Classification.
Symmetry
Yuanyuan Chen, Zhixia Yang
2021 J jnl
Kernel-Free Quadratic Surface Minimax Probability Machine for a Binary Classification Problem.
Symmetry
Yulan Wang, Zhixia Yang, Xiaomei Yang
2021 J jnl
Quadratic hyper-surface kernel-free least squares support vector regression.
Intell. Data Anal.
Junyou Ye, Zhixia Yang, Zhilin Li