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Identification of EEG Dynamics During Freezing of Gait and Voluntary Stopping in Patients with Parkinson's Disease


Feb 06, 2021
Zehong Cao, Alka Rachel John, Hsiang-Ting Chen, Kaylena Ehgoetz Martens, Matthew Georgiades, Moran Gilat, Hung T. Nguyen, Simon J. G. Lewis, Chin-Teng Lin


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Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions


Jan 18, 2021
Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fernández, Jose Antonio Sanz, Humberto Bustince


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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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Human Preference Scaling with Demonstrations For Deep Reinforcement Learning


Jul 25, 2020
Zehong Cao, KaiChiu Wong, Chin-Teng Lin


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Multi-Subspace Neural Network for Image Recognition


Jun 17, 2020
Chieh-Ning Fang, Chin-Teng Lin


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EnK: Encoding time-information in convolution


Jun 07, 2020
Avinash Kumar Singh, Chin-Teng Lin

* Under review 

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Clustering via torque balance with mass and distance


Apr 27, 2020
Jie Yang, Chin-Teng Lin

* 28 pages, 12 figures, 7 tables 

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A General Approach for Using Deep Neural Network for Digital Watermarking


Mar 08, 2020
Yurui Ming, Weiping Ding, Zehong Cao, Chin-Teng Lin


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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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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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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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Intra-Variable Handwriting Inspection Reinforced with Idiosyncrasy Analysis


Dec 19, 2019
Chandranath Adak, Bidyut B. Chaudhuri, Chin-Teng Lin, Michael Blumenstein


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Adaptive Initialization Method for K-means Algorithm


Nov 27, 2019
Jie Yang, Yu-Kai Wang, Xin Yao, Chin-Teng Lin

* 22 pages, 2 figures, 11 tables 

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White-Box Target Attack for EEG-Based BCI Regression Problems


Nov 07, 2019
Lubin Meng, Chin-Teng Lin, Tzyy-Ring Jung, Dongrui Wu


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Protecting Privacy of Users in Brain-Computer Interface Applications


Jul 02, 2019
Anisha Agarwal, Rafael Dowsley, Nicholas D. McKinney, Dongrui Wu, Chin-Teng Lin, Martine De Cock, Anderson C. A. Nascimento


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An Adaptive Subspace Self-Organizing Map (ASSOM) Imbalanced Learning and Its Applications in EEG


May 26, 2019
Chin-Teng Lin, Yu-Ting Liu, Chun-Hsiang Chuang, Nikhil R. Pal, Yang-Yin Lin, Tsung-Yu Hsieh, Chieh-Ning Fan, Zehong Cao

* Submitting to IEEE Transactions on Cybernetics 

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On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression


Mar 25, 2019
Dongrui Wu, Chin-Teng Lin, Jian Huang, Zhigang Zeng


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Hierarchical Critics Assignment for Multi-agent Reinforcement Learning


Feb 11, 2019
Zehong Cao, Chin-Teng Lin

* This paper is under review in IJCAI 2019 

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Semi-supervised Feature Learning For Improving Writer Identification


Oct 06, 2018
Shiming Chen, Yisong Wang, Chin-Teng Lin, Weiping Ding, Zehong Cao

* This manuscript is submitting to Information Science 

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Active Learning for Regression Using Greedy Sampling


Aug 08, 2018
Dongrui Wu, Chin-Teng Lin, Jian Huang


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Agreement Rate Initialized Maximum Likelihood Estimator for Ensemble Classifier Aggregation and Its Application in Brain-Computer Interface


May 12, 2018
Dongrui Wu, Vernon J. Lawhern, Stephen Gordon, Brent J. Lance, Chin-Teng Lin


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Offline EEG-Based Driver Drowsiness Estimation Using Enhanced Batch-Mode Active Learning (EBMAL) for Regression


May 12, 2018
Dongrui Wu, Vernon J. Lawhern, Stephen Gordon, Brent J. Lance, Chin-Teng Lin


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EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features


Apr 27, 2017
Dongrui Wu, Brent J. Lance, Vernon J. Lawhern, Stephen Gordon, Tzyy-Ping Jung, Chin-Teng Lin

* arXiv admin note: text overlap with arXiv:1702.02914 

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Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI)


Feb 09, 2017
Dongrui Wu, Jung-Tai King, Chun-Hsiang Chuang, Chin-Teng Lin, Tzyy-Ping Jung


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Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)


Feb 09, 2017
Dongrui Wu, Vernon J. Lawhern, Stephen Gordon, Brent J. Lance, Chin-Teng Lin

* in press 

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