Yunbo Tang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Epileptic Seizures

Feature Engineering

Top Venues

Neural Networks

Biomed. Signal Process. Control.

Knowl. Based Syst.

IEEE Trans. Knowl. Data Eng.

Publications

Su Wei, Yunbo Tang, Tengfei Gao, Yaodong Wang, Fan Wang, Dan Chen
Scale-variant structural feature construction of EEG stream via component-increased Dynamic Tensor Decomposition. Knowl. Based Syst. 294 (2024)
Heyou Dong, Dan Chen, Yukang Chen, Yunbo Tang, Dingze Yin, Xiaoli Li
A multi-task learning model with reinforcement optimization for ASD comorbidity discrimination. Comput. Methods Programs Biomed. 243 (2024)
Yifeng Ji, Dan Chen, Yiping Zuo, Tengfei Gao, Yunbo Tang
Accurate apnea and hypopnea localization in PSG with Multi-scale object detection via Dual-modal Feature Learning. Biomed. Signal Process. Control. 89 (2024)
Zhekai Ming, Dan Chen, Tengfei Gao, Yunbo Tang, Weiping Tu, Jingying Chen
V2IED: Dual-view learning framework for detecting events of interictal epileptiform discharges. Neural Networks 172 (2024)
Yunbo Tang, Dan Chen, Yiping Zuo, Xiaoqiang Lu, Rajiv Ranjan, Albert Y. Zomaya, Quanming Yao, Xiaoli Li
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Yunbo Tang, Dan Chen, Jia Wu, Weiping Tu, Jessica J. M. Monaghan, Paul F. Sowman, David McAlpine
Functional connectivity learning via Siamese-based SPD matrix representation of brain imaging data. Neural Networks 163 (2023)
Shasha Zhang, Dan Chen, Yunbo Tang, Xiaoli Li
Learning graph-based relationship of dual-modal features towards subject adaptive ASD assessment. Neurocomputing 516 (2023)
Tengfei Gao, Dan Chen, Yunbo Tang, Zhekai Ming, Xiaoli Li
EEG Reconstruction With a Dual-Scale CNN-LSTM Model for Deep Artifact Removal. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Yunbo Tang, Dan Chen, Honghai Liu, Chang Cai, Xiaoli Li
Deep EEG Superresolution via Correlating Brain Structural and Functional Connectivities. IEEE Trans. Cybern. 53 (7) (2023)
Yunbo Tang, Dan Chen, Jia Wu, Weiping Tu, Jessica J. M. Monaghan, Paul F. Sowman, David McAlpine
Corrigendum to "Functional Connectivity Learning via Siamese-based SPD Matrix Representation of Brain Imaging Data" [Neural Networks 163 (2023) 272-285]. Neural Networks 164 (2023)
Dingze Yin, Dan Chen, Yunbo Tang, Heyou Dong, Xiaoli Li
Adaptive feature selection with shapley and hypothetical testing: Case study of EEG feature engineering. Inf. Sci. 586 (2022)
Tengfei Gao, Dan Chen, Yunbo Tang, Bo Du, Rajiv Ranjan, Albert Y. Zomaya, Schahram Dustdar
Adaptive density peaks clustering: Towards exploratory EEG analysis. Knowl. Based Syst. 240 (2022)
Yunbo Tang, Dan Chen, Xiaoli Li
Dimensionality Reduction Methods for Brain Imaging Data Analysis. ACM Comput. Surv. 54 (4) (2021)
Dan Chen, Yunbo Tang, Hao Zhang, Lizhe Wang, Xiaoli Li
Incremental Factorization of Big Time Series Data with Blind Factor Approximation. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Shasha Zhang, Dan Chen, Rajiv Ranjan, Hengjin Ke, Yunbo Tang, Albert Y. Zomaya
A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement. J. Supercomput. 77 (4) (2021)
Peilu Chen, Dan Chen, Lei Zhang, Yunbo Tang, Xiaoli Li
Automated sleep spindle detection with mixed EEG features. Biomed. Signal Process. Control. 70 (2021)
Yunbo Tang, Dan Chen, Lizhe Wang, Albert Y. Zomaya, Jingying Chen, Honghai Liu
Bayesian tensor factorization for multi-way analysis of multi-dimensional EEG. Neurocomputing 318 (2018)
Hengjin Ke, Dan Chen, Xiaoli Li, Yunbo Tang, Tejal Shah, Rajiv Ranjan
Towards Brain Big Data Classification: Epileptic EEG Identification With a Lightweight VGGNet on Global MIC. IEEE Access 6 (2018)