2 code implementations • 30 Nov 2020 • Zhenhua Shi, Dongrui Wu, Chenfeng Guo, Changming Zhao, Yuqi Cui, Fei-Yue Wang
To effectively optimize Takagi-Sugeno-Kang (TSK) fuzzy systems for regression problems, a mini-batch gradient descent with regularization, DropRule, and AdaBound (MBGD-RDA) algorithm was recently proposed.
no code implementations • 30 Apr 2018 • Yuqi Cui, Xiao Zhang, Yang Wang, Chenfeng Guo, Dongrui Wu
This short paper describes our solution to the 2018 IEEE World Congress on Computational Intelligence One-Minute Gradual-Emotional Behavior Challenge, whose goal was to estimate continuous arousal and valence values from short videos.
no code implementations • 8 Aug 2018 • Chenfeng Guo, Dongrui Wu
Affective computing has become a very important research area in human-machine interaction.
no code implementations • 3 Jul 2019 • Chenfeng Guo, Dongrui Wu
Canonical correlation analysis (CCA) is very important in MVL, whose main idea is to map data from different views onto a common space with maximum correlation.