Zhixia Yang

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 15

Top Topics

Binary Classification

Minimax Probability Machine

Learning Problems

Top Venues

Publications

Xiaoli Du, Yuyan Zhang, Yintang Wen, Zhixia Yang, Xiaoyuan Luo, Jing Yan
Cluster-based fusion detection of soft and hard decisions for underwater non-cooperative targets. Signal Process. 217 (2024)
Qi Si, Zhixia Yang
-norm distance metric. CoRR (2024)
Junyou Ye, Zhixia Yang, Yongqi Zhu, Zheng Zhang
A unified kernel sparse representation framework for supervised learning problems. Neural Comput. Appl. 36 (9) (2024)
Changlin Wang, Zhixia Yang, Junyou Ye, Xue Yang
Kernel-Free Quadratic Surface Regression for Multi-Class Classification. Entropy 25 (7) (2023)
Rongda Chen, Zhixia Yang, Junyou Ye
Kernel-Free Nonlinear Support Vector Machines for Multiview Binary Classification Problems. Int. J. Intell. Syst. 2023 (2023)
Xinpeng Zhang, Zhixia Yang, Fan Shi, Yanhong Yang, Meng Zhao
Infrared Small Target Detection Based on Singularity Analysis and Constrained Random Walker. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Dong Wei, Zhixia Yang, Junyou Ye, Xue Yang
Kernel-Free Quadratic Surface Support Vector Regression with Non-Negative Constraints. Entropy 25 (7) (2023)
Qi Si, Zhixia Yang, Junyou Ye
Symmetric LINEX loss twin support vector machine for robust classification and its fast iterative algorithm. Neural Networks 168 (2023)
Zhixia Yang, Haiyan Men
Natural Language Processing of COVID-19 Reports Involving China in New York Times - a Machine-based Framing Study of Media Language. NLPIR (2022)
Junyou Ye, Zhixia Yang, Mengping Ma, Yulan Wang, Xiaomei Yang
∊-Kernel-free soft quadratic surface support vector regression. Inf. Sci. 594 (2022)
Junyou Ye, Zhixia Yang, Zhilin Li
Quadratic hyper-surface kernel-free least squares support vector regression. Intell. Data Anal. 25 (2) (2021)
Yulan Wang, Zhixia Yang, Xiaomei Yang
Kernel-Free Quadratic Surface Minimax Probability Machine for a Binary Classification Problem. Symmetry 13 (8) (2021)
Yuanyuan Chen, Zhixia Yang
Generalized Eigenvalue Proximal Support Vector Machine for Functional Data Classification. Symmetry 13 (5) (2021)
Haitao Jiang, Zhixia Yang, Zhilin Li
Non-parallel hyperplanes ordinal regression machine. Knowl. Based Syst. 216 (2021)
Zhixia Yang, Zhe Zhou, Yaolin Jiang
Least squares support vector machine with parametric margin for binary classification. J. Intell. Fuzzy Syst. 30 (5) (2016)
Zhixia Yang, Yuan-Hai Shao, Xiang-Sun Zhang
Multiple birth support vector machine for multi-class classification. Neural Comput. Appl. 22 (Supplement-1) (2013)
Xiaohuan Li, Zhixia Yang
Adaptive support vector machine with homogeneous decision function. ICNC (2012)
Yong-Cui Wang, Yong Wang, Zhixia Yang, Nai-Yang Deng
Support vector machine prediction of enzyme function with conjoint triad feature and hierarchical context. BMC Syst. Biol. 5 (S-1) (2011)
Yong-Cui Wang, Jiguang Wang, Zhixia Yang, Nai-Yang Deng
Sequence-based protein-protein interaction prediction via support vector machine. J. Syst. Sci. Complex. 23 (5) (2010)
Zhixia Yang, Yingjie Tian
Second Order Cone Programming Formulations for Handling Data with Perturbation. J. Convergence Inf. Technol. 5 (9) (2010)
Xiaoqin Hu, Zhixia Yang, Ling Jing
An incremental dimensionality reduction method on discriminant information for pattern classification. Pattern Recognit. Lett. 30 (15) (2009)
Zhixia Yang, Yingjie Tian, Naiyang Deng
Leave-one-out bounds for support vector ordinal regression machine. Neural Comput. Appl. 18 (7) (2009)
Kewen Li, Zhixia Yang
An Improved AETG Test Suite Optimization Method Based on Regressing Test Model. CSSE (2) (2008)
Zhixia Yang, Ling Jing
Support Vector Machine Solving Freeform Curve and Surface Reconstruction Problem. Int. J. Wavelets Multiresolution Inf. Process. 5 (1) (2007)
Zhixia Yang, Nong Wang, Ling Jing
Support Vector Regression with Smoothing Property. ICNC (1) (2005)
Zhixia Yang, Naiyang Deng, Yingjie Tian
A Multi-class Classification Algorithm based on Ordinal Regression Machine. CIMCA/IAWTIC (2005)