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Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review


Feb 11, 2021
Dongrui Wu, Weili Fang, Yi Zhang, Liuqing Yang, Xiaodong Xu, Hanbin Luo, Xiang Yu


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Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions


Feb 08, 2021
Yuqi Cui, Dongrui Wu, Yifan Xu


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FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief


Nov 30, 2020
Zhenhua Shi, Dongrui Wu, Chenfeng Guo, Changming Zhao, Yuqi Cui, Fei-Yue Wang


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EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks


Oct 30, 2020
Lubin Meng, Jian Huang, Zhigang Zeng, Xue Jiang, Shan Yu, Tzyy-Ping Jung, Chin-Teng Lin, Ricardo Chavarriaga, Dongrui Wu


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Overcoming Negative Transfer: A Survey


Sep 02, 2020
Wen Zhang, Lingfei Deng, Dongrui Wu


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Transfer Learning for Brain-Computer Interfaces: A Complete Pipeline


Jul 03, 2020
Dongrui Wu, Ruimin Peng, Jian Huang, Zhigang Zeng


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Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progress Made Since 2016


May 06, 2020
Dongrui Wu, Yifan Xu, Bao-Liang Lu


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Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNs


Apr 29, 2020
Xiao Zhang, Dongrui Wu

* 14 pages,11 figures 

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Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progresses Since 2016


Apr 18, 2020
Dongrui Wu, Yifan Xu, Bao-Liang Lu


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Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM)


Mar 31, 2020
Ziang Liu, Xue Jiang, Hanbin Luo, Weili Fang, Jiajing Liu, Dongrui Wu


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Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression


Mar 26, 2020
Ziang Liu, Dongrui Wu

* Int'l Joint Conf. on Neural Networks (IJCNN), Glasgow, UK, July 2020 

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BoostTree and BoostForest for Ensemble Learning


Mar 21, 2020
Changming Zhao, Dongrui Wu, Jian Huang, Ye Yuan, Hai-Tao Zhang


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Tiny Noise Can Make an EEG-Based Brain-Computer Interface Speller Output Anything


Mar 04, 2020
Xiao Zhang, Dongrui Wu, Lieyun Ding, Hanbin Luo, Chin-Teng Lin, Tzyy-Ping Jung, Ricardo Chavarriaga


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MBGD-RDA Training and Rule Pruning for Concise TSK Fuzzy Regression Models


Mar 03, 2020
Dongrui Wu


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Supervised Enhanced Soft Subspace Clustering (SESSC) for TSK Fuzzy Classifiers


Feb 27, 2020
Yuqi Cui, Huidong Wang, Dongrui Wu


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EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications


Jan 28, 2020
Xiaotong Gu, Zehong Cao, Alireza Jolfaei, Peng Xu, Dongrui Wu, Tzyy-Ping Jung, Chin-Teng Lin

* Submitting to IEEE/ACM Transactions on Computational Biology and Bioinformatics 

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Unsupervised Pool-Based Active Learning for Linear Regression


Jan 14, 2020
Ziang Liu, Dongrui Wu


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Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation


Jan 14, 2020
Wen Zhang, Dongrui Wu


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Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction


Jan 12, 2020
Zhenhua Shi, Dongrui Wu, Jian Huang, Yu-Kai Wang, Chin-Teng Lin


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EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning


Jan 08, 2020
Yurui Ming, Dongrui Wu, Yu-Kai Wang, Yuhui Shi, Chin-Teng Lin


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Empirical Studies on the Properties of Linear Regions in Deep Neural Networks


Jan 04, 2020
Xiao Zhang, Dongrui Wu

* In ICLR 2020 

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Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach


Dec 29, 2019
He He, Dongrui Wu


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Universal Adversarial Perturbations for CNN Classifiers in EEG-Based BCIs


Dec 03, 2019
Zihan Liu, Xiao Zhang, Dongrui Wu


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