Yingfan Wang

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Brain Image Segmentation

Dimension Reduction

Fuzzy Clustering

Data Visualization

Top Venues

EURASIP J. Audio Speech Music. Process.

J. Vis. Commun. Image Represent.

IEEE J. Biomed. Health Informatics

Publications

Guang Han, Yingfan Wang, Jixin Liu, Fanyu Zeng
Low-light images enhancement and denoising network based on unsupervised learning multi-stream feature modeling. J. Vis. Commun. Image Represent. 96 (2023)
Lekai Zhang, Yingfan Wang, Kailun He, Hailong Zhang, Baixi Xing, Xiaofeng Liu, Fo Hu
The power of humorous audio: exploring emotion regulation in traffic congestion through EEG-based study. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Bo Li, Lijun Li, Ankang Sun, Chenhao Wang, Yingfan Wang
Approximate Group Fairness for Clustering. CoRR (2022)
Yingfan Wang, Haiyang Huang, Cynthia Rudin, Yaron Shaposhnik
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMap, and PaCMAP for Data Visualization. J. Mach. Learn. Res. 22 (2021)
Darui Jin, Xiangzhi Bai, Yingfan Wang
Integrating Structural Symmetry and Local Homoplasy Information in Intuitionistic Fuzzy Clustering for Infrared Pedestrian Segmentation. IEEE Trans. Syst. Man Cybern. Syst. 51 (7) (2021)
Bo Li, Lijun Li, Ankang Sun, Chenhao Wang, Yingfan Wang
Approximate Group Fairness for Clustering. ICML (2021)
Yingfan Wang, Haiyang Huang, Cynthia Rudin, Yaron Shaposhnik
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization. CoRR (2020)
Xiangzhi Bai, Yuxuan Zhang, Haonan Liu, Yingfan Wang
Intuitionistic Center-Free FCM Clustering for MR Brain Image Segmentation. IEEE J. Biomed. Health Informatics 23 (5) (2019)
Yingfan Wang, Xiangzhi Bai
Intensity Inhomogeneity Suppressed Fuzzy C-Means for Infrared Pedestrian Segmentation. IEEE Trans. Intell. Transp. Syst. 20 (9) (2019)
Xiangzhi Bai, Yingfan Wang, Haonan Liu, Sheng Guo
Symmetry Information Based Fuzzy Clustering for Infrared Pedestrian Segmentation. IEEE Trans. Fuzzy Syst. 26 (4) (2018)