2024
Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging
Yangfan Deng, Hamad Albidah, Helen Mao, Ahmed Dallal, Jijun Yin, Zhi-Hong Mao
Currently under review by IEEE journal of Biomedical and Health Informatics (J-BHI)
Dimensionality Reduction, EEG Signal, Feature Selection, Persistent Homology, Sleep Stage Classification
Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging
Yangfan Deng, Hamad Albidah, Helen Mao, Ahmed Dallal, Jijun Yin, Zhi-Hong Mao
Currently under review by IEEE journal of Biomedical and Health Informatics (J-BHI)
Design Concept of a Wearable Device for Sleep Related Brain Wave Detection and Stimulation
Ariel Yin, David Zhang, David Mao, Sichuang Li, Haoliang Cheng, Yangfan Deng, Yifan Guo, Helen Mao, Jijun Yin, Zhi-Hong Mao
International Conference on Data Science and Computer Application (ICDSCA) 2024
Adaptive Control, EEG, Machine Learning, Sleep, Wearable Device
Design Concept of a Wearable Device for Sleep Related Brain Wave Detection and Stimulation
Ariel Yin, David Zhang, David Mao, Sichuang Li, Haoliang Cheng, Yangfan Deng, Yifan Guo, Helen Mao, Jijun Yin, Zhi-Hong Mao
International Conference on Data Science and Computer Application (ICDSCA) 2024
UMAP for Dimensionality Reduction in Sleep Stage Classification Using EEG Data
Yangfan Deng, Hamad Albidah, Haoliang Chen, Ahmed Dallal, Jijun Yin, Zhi-Hong Mao
International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2024
EEG Signal, UMAP, Dimensionality Reduction, Sleep Stage Classification
UMAP for Dimensionality Reduction in Sleep Stage Classification Using EEG Data
Yangfan Deng, Hamad Albidah, Haoliang Chen, Ahmed Dallal, Jijun Yin, Zhi-Hong Mao
International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2024
Robust Loss Functions for Object Grasping under Limited Ground Truth
Yangfan Deng, Mengyao Zhang, Yong Zhao
Currently under review by IEEE Robotics and Automation Letters (R-AL)
Object-grasping, Missing Ground Truth, Noisy Ground Truth, Robust Loss Function
Robust Loss Functions for Object Grasping under Limited Ground Truth
Yangfan Deng, Mengyao Zhang, Yong Zhao
Currently under review by IEEE Robotics and Automation Letters (R-AL)
2023
Smile Recognition Based on Comprehensive Dataset Construction and Bayesian Neural Architecture Search
Junjie Huang, Yangfan Deng, Qinghua Guo, Yizhou Xu, Qingtao Pan, Yong Zhao
International Conference on Image and Graphics Processing (ICIGP) 2023
Oral Presentation & Best Presentation Award
Smile Recognition, Comprehensive Dataset, Bayesian Optimization
Smile Recognition Based on Comprehensive Dataset Construction and Bayesian Neural Architecture Search
Junjie Huang, Yangfan Deng, Qinghua Guo, Yizhou Xu, Qingtao Pan, Yong Zhao
International Conference on Image and Graphics Processing (ICIGP) 2023
2022
A Lightweight Object Grasping Network using GhostNet
Yangfan Deng, Qinghua Guo, Yong Zhao, Junji Xu
International Workshop on Frontiers of Graphics and Image Processing (FGIP) 2022
Oral Presentation
Object-grasping, Lightweith Neural Network, Robot, Computer Vision
A Lightweight Object Grasping Network using GhostNet
Yangfan Deng, Qinghua Guo, Yong Zhao, Junji Xu
International Workshop on Frontiers of Graphics and Image Processing (FGIP) 2022