Saiji Fu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 25

Top Topics

Privileged Information

Kernel Learning

Robust Regression

Top Venues

Knowl. Based Syst.

Inf. Process. Manag.

Expert Syst. Appl.

Publications

Saiji Fu, Xiaoxiao Wang, Jingjing Tang, Shulin Lan, Ying-Jie Tian
Generalized robust loss functions for machine learning. Neural Networks 171 (2024)
Saiji Fu, Tianyi Dong, Zhaoxin Wang, Yingjie Tian
Weakly privileged learning with knowledge extraction. Pattern Recognit. 153 (2024)
Jingjing Tang, Yan Li, Zhaojie Hou, Saiji Fu, Yingjie Tian
Robust two-stage instance-level cost-sensitive learning method for class imbalance problem. Knowl. Based Syst. 300 (2024)
Yingjie Tian, Haonan Wen, Saiji Fu
Multi-step ahead prediction of carbon price movement using time-series privileged information. Expert Syst. Appl. 255 (2024)
Jingjing Tang, Qingqing Yi, Saiji Fu, Ying-Jie Tian
Incomplete multi-view learning: Review, analysis, and prospects. Appl. Soft Comput. 153 (2024)
Jingjing Tang, Bangxin Liu, Saiji Fu, Ying-jie Tian, Gang Kou
Advancing robust regression: Addressing asymmetric noise with the BLINEX loss function. Inf. Fusion 110 (2024)
Zhaojie Hou, Jingjing Tang, Yan Li, Saiji Fu, Yingjie Tian
MVQS: Robust multi-view instance-level cost-sensitive learning method for imbalanced data classification. Inf. Sci. 675 (2024)
Dalian Liu, Saiji Fu, Ying-Jie Tian, Jingjing Tang
Universum driven cost-sensitive learning method with asymmetric loss function. Eng. Appl. Artif. Intell. 131 (2024)
Yingjie Tian, Xiaoxi Zhao, Saiji Fu
Kernel methods with asymmetric and robust loss function. Expert Syst. Appl. 213 (Part) (2023)
Ming Chen, Yuqi Zhang, Saiji Fu, Yingjie Tian
Analysis of investment effect in Xinjiang from the perspective of nontraditional security. Pers. Ubiquitous Comput. 27 (4) (2023)
Saiji Fu, Yingjie Tian, Long Tang
Robust regression under the general framework of bounded loss functions. Eur. J. Oper. Res. 310 (3) (2023)
Yingjie Tian, Xiaotong Yu, Saiji Fu
Partial label learning: Taxonomy, analysis and outlook. Neural Networks 161 (2023)
Jingjing Tang, Zhaojie Hou, Xiaotong Yu, Saiji Fu, Yingjie Tian
Multi-view cost-sensitive kernel learning for imbalanced classification problem. Neurocomputing 552 (2023)
Saiji Fu, Xiaoxiao Wang, Yingjie Tian, Tianyi Dong, Jingjing Tang, Jicai Li
Coarse-grained privileged learning for classification. Inf. Process. Manag. 60 (6) (2023)
Yingjie Tian, Xiaotong Yu, Saiji Fu
Multi-view side information-incorporated tensor completion. Numer. Linear Algebra Appl. 30 (5) (2023)
Saiji Fu, Yingjie Tian, Jingjing Tang, Xiaohui Liu
Cost-sensitive learning with modified Stein loss function. Neurocomputing 525 (2023)
Jingjing Tang, Hao He, Saiji Fu, Yingjie Tian, Gang Kou, Shan Xu
Robust multi-view learning with the bounded LINEX loss. Neurocomputing 518 (2023)
Yingjie Tian, Yurong Ding, Saiji Fu, Dalian Liu
Data Boundary and Data Pricing Based on the Shapley Value. IEEE Access 10 (2022)
Saiji Fu, Xiaotong Yu, Yingjie Tian
Cost sensitive ν-support vector machine with LINEX loss. Inf. Process. Manag. 59 (2) (2022)
Xiaoxi Zhao, Saiji Fu, Yingjie Tian, Kun Zhao
Asymmetric and robust loss function driven least squares support vector machine. Knowl. Based Syst. 258 (2022)
Kunlong Bai, Saiji Fu, Linrui Yang, Dalian Liu
Fine-grained attribute-aware analysis for person re-identification. ITQM (2021)
Saiji Fu, Shiding Sun, Xinfeng Wang, Dalian Liu
A brief overview of kernel methods with prior information. ITQM (2021)
Yingjie Tian, Saiji Fu, Jingjing Tang
Incomplete-view oriented kernel learning method with generalization error bound. Inf. Sci. 581 (2021)
Yingjie Tian, Saiji Fu
A descriptive framework for the field of deep learning applications in medical images. Knowl. Based Syst. 210 (2020)
Lingling Zhang, Saiji Fu, Bochen Li
Research on Stock Price Forecast Based on News Sentiment Analysis - A Case Study of Alibaba. ICCS (2) (2018)