Zhong Yin

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 39

Top Topics

Support Vector Machine

Emotion Recognition

Feature Elimination

Physiological Signals

Top Venues

Comput. Methods Programs Biomed.

Publications

Kaiyu Gan, Ruiding Li, Jianhua Zhang, Zhanquan Sun, Zhong Yin
Instantaneous estimation of momentary affective responses using neurophysiological signals and a spatiotemporal emotional intensity regression network. Neural Networks 172 (2024)
Xiaolong Zhong, Fei Wu, Zhong Yin, Gang Liu
An Attention-Enhanced Retentive Broad Learning System for Subject-Generic Emotion Recognition from EEG Signals. ICASSP (2024)
Zhong Yin, Jiehao Tang, Jing Zhang, Zhe Wang, Jianhua Zhang, Ya-Gang Wang, Bingxue Zhang
Generic Mental Workload Measurement Using a Shared Spatial Map Network With Different EEG Channel Layouts. IEEE Trans. Instrum. Meas. 73 (2024)
Jiehao Tang, Zhuang Ma, Kaiyu Gan, Jianhua Zhang, Zhong Yin
Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment. Inf. Fusion 103 (2024)
Gaoyu Cao, Zhanquan Sun, Chaoli Wang, Hongquan Geng, Hongliang Fu, Zhong Yin, Minlan Pan
RASNet: Renal automatic segmentation using an improved U-Net with multi-scale perception and attention unit. Pattern Recognit. 150 (2024)
Xiaoyan Fan, Zhanquan Sun, Engang Tian, Zhong Yin, Gaoyu Cao
Medical image contrast enhancement based on improved sparrow search algorithm. Int. J. Imaging Syst. Technol. 33 (1) (2023)
Qi Wang, Li Chen, Zhiyuan Zhan, Jianhua Zhang, Zhong Yin
SCVCNet: Sliding cross-vector convolution network for cross-task and inter-individual-set EEG-based cognitive workload recognition. CoRR (2023)
Zhangyifan Ji, Jiehao Tang, Qi Wang, Xin Xie, Jiali Liu, Zhong Yin
Cross-task cognitive workload recognition using a dynamic residual network with attention mechanism based on neurophysiological signals. Comput. Methods Programs Biomed. 230 (2023)
Zhanpeng Zheng, Zhong Yin, Yongxiong Wang, Jianhua Zhang
Inter-subject cognitive workload estimation based on a cascade ensemble of multilayer autoencoders. Expert Syst. Appl. 211 (2023)
Guangying Wang, Zhong Yin, Mengyuan Zhao, Ying Tian, Zhanquan Sun
Identification of human mental workload levels in a language comprehension task with imbalance neurophysiological data. Comput. Methods Programs Biomed. 224 (2022)
Zhe Wang, Yongxiong Wang, Jiapeng Zhang, Chuanfei Hu, Zhong Yin, Yu Song
Spatial-Temporal Feature Fusion Neural Network for EEG-Based Emotion Recognition. IEEE Trans. Instrum. Meas. 71 (2022)
Yiwen Zhu, Kaiyu Gan, Zhong Yin
Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition. CoRR (2022)
Chunhua Ye, Zhong Yin, Mengyuan Zhao, Ying Tian, Zhanquan Sun
Identification of mental fatigue levels in a language understanding task based on multi-domain EEG features and an ensemble convolutional neural network. Biomed. Signal Process. Control. 72 (Part) (2022)
Chunhua Ye, Zhong Yin, Chenxi Wu, Xiayidai Abulaiti, Yixing Zhang, Zhenqi Sun, Jianhua Zhang
Identification of mental fatigue in language comprehension tasks based on EEG and deep learning. CoRR (2021)
Wei Zhang, Yue Cui, Xiangxin Ding, Zhong Yin, Yagang Wang
A novel tuning method of differential forward robust PID controller for integrating systems plus time delay based on direct synthesis method. Int. J. Syst. Sci. 52 (2) (2021)
Xiaolong Zhong, Zhong Yin
Cross-individual Recognition of Emotions by a Dynamic Entropy based on Pattern Learning with EEG features. CoRR (2020)
Wei Zhang, Zhong Yin, Zhanquan Sun, Ying Tian, Yagang Wang
Selecting transferrable neurophysiological features for inter-individual emotion recognition via a shared-subspace feature elimination approach. Comput. Biol. Medicine 123 (2020)
Qiang Huang, Yongxiong Wang, Zhong Yin
View-based weight network for 3D object recognition. Image Vis. Comput. 93 (2020)
Zhong Yin, Lei Liu, Jianing Chen, Boxi Zhao, Yongxiong Wang
Locally robust EEG feature selection for individual-independent emotion recognition. Expert Syst. Appl. 162 (2020)
Jianhua Zhang, Zhong Yin, Peng Chen, Stefano Nichele
Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review. Inf. Fusion 59 (2020)
Lin Xie, Feifei Lee, Li Liu, Zhong Yin, Qiu Chen
Hierarchical Coding of Convolutional Features for Scene Recognition. IEEE Trans. Multim. 22 (5) (2020)
Hang Shao, Yongxiong Wang, Yinghua Fu, Zhong Yin
Generative image inpainting via edge structure and color aware fusion. Signal Process. Image Commun. 87 (2020)
Yongxiong Wang, Chuanfei Hu, Kai Chen, Zhong Yin
Self-attention guided model for defect detection of aluminium alloy casting on X-ray image. Comput. Electr. Eng. 88 (2020)
Zhong Yin, Mengyuan Zhao, Wei Zhang, Yongxiong Wang, Yagang Wang, Jianhua Zhang
Physiological-signal-based mental workload estimation via transfer dynamical autoencoders in a deep learning framework. Neurocomputing 347 (2019)
Shuo Yang, Zhong Yin, Yagang Wang, Wei Zhang, Yongxiong Wang, Jianhua Zhang
Assessing cognitive mental workload via EEG signals and an ensemble deep learning classifier based on denoising autoencoders. Comput. Biol. Medicine 109 (2019)
Jiadong Tao, Zhong Yin, Lei Liu, Ying Tian, Zhanquan Sun, Jianhua Zhang
Individual-Specific Classification of Mental Workload Levels Via an Ensemble Heterogeneous Extreme Learning Machine for EEG Modeling. Symmetry 11 (7) (2019)
Jiahui Cai, Wei Chen, Zhong Yin
Multiple Transferable Recursive Feature Elimination Technique for Emotion Recognition Based on EEG Signals. Symmetry 11 (5) (2019)
Zhong Yin, Jianhua Zhang
Task-generic mental fatigue recognition based on neurophysiological signals and dynamical deep extreme learning machine. Neurocomputing 283 (2018)
Lin Xie, Feifei Lee, Li Liu, Zhong Yin, Yan Yan, Weidong Wang, Junjie Zhao, Qiu Chen
Improved spatial pyramid matching for scene recognition. Pattern Recognit. 82 (2018)
Wei Zhang, Yagang Wang, Zhong Yin, Yongxiong Wang, Weidong Zhang
Optimal control of non-minimum phase integrating processes with time delay using disturbance observer-based control scheme. Int. J. Syst. Sci. 49 (8) (2018)
Ying Tian, Zhong Yin, Miao Huang
Missing Data Probability Estimation-Based Bayesian Outlier Detection for Plant-Wide Processes with Multisampling Rates. Symmetry 10 (10) (2018)
Zhong Yin, Mengyuan Zhao, Yongxiong Wang, Jingdong Yang, Jianhua Zhang
Recognition of emotions using multimodal physiological signals and an ensemble deep learning model. Comput. Methods Programs Biomed. 140 (2017)
Jianhua Zhang, Zhong Yin, Rubin Wang
Nonlinear Dynamic Classification of Momentary Mental Workload Using Physiological Features and NARX-Model-Based Least-Squares Support Vector Machines. IEEE Trans. Hum. Mach. Syst. 47 (4) (2017)
Jianhua Zhang, Zhong Yin, Rubin Wang
Pattern Classification of Instantaneous Cognitive Task-load Through GMM Clustering, Laplacian Eigenmap, and Ensemble SVMs. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (4) (2017)
Zhong Yin, Lei Liu, Li Liu, Jianhua Zhang, Yagang Wang
Dynamical recursive feature elimination technique for neurophysiological signal-based emotion recognition. Cogn. Technol. Work. 19 (4) (2017)
Zhong Yin, Yongxiong Wang, Li Liu, Wei Zhang, Jianhua Zhang
Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination. Frontiers Neurorobotics 11 (2017)
Zhong Yin, Jianhua Zhang
Cross-subject recognition of operator functional states via EEG and switching deep belief networks with adaptive weights. Neurocomputing 260 (2017)
Zhong Yin, Jianhua Zhang
Cross-session classification of mental workload levels using EEG and an adaptive deep learning model. Biomed. Signal Process. Control. 33 (2017)
Jianhua Zhang, Zhong Yin, Rubin Wang
Recognition of Mental Workload Levels Under Complex Human-Machine Collaboration by Using Physiological Features and Adaptive Support Vector Machines. IEEE Trans. Hum. Mach. Syst. 45 (2) (2015)
Zhong Yin, Jianhua Zhang
Identification of temporal variations in mental workload using locally-linear-embedding-based EEG feature reduction and support-vector-machine-based clustering and classification techniques. Comput. Methods Programs Biomed. 115 (3) (2014)
Zhong Yin, Jianhua Zhang
Operator functional state classification using least-square support vector machine based recursive feature elimination technique. Comput. Methods Programs Biomed. 113 (1) (2014)
Enze Yu, Dianning He, Yingfei Su, Li Zheng, Zhong Yin, Lisheng Xu
Feasibility analysis for pulse rate variability to replace heart rate variability of the healthy subjects. ROBIO (2013)