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Dongrui Wu
Person information
- affiliation: Huazhong University of Science and Technology, Wuhan, China
- affiliation (former): DataNova, Clifton Park, NY, USA
- affiliation (former): GE Global Research Center, Niskayuna, NY, USA
- affiliation (PhD 2009): University of Southern California, Department of Electrical Engineering, Los Angeles, CA, USA
- affiliation (former): National University of Singapore, Department of Electrical and Computer Engineering, Singapore
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2020 – today
- 2026
- [j133]Shuo Fu, Bin Shi, Yuan Wei
, Dongrui Wu, Shuai Yin, Gang Liu, Jinhua Zhang, Aibin Zhu, Jing Wang, Guanghui Zhou:
FSTAM-net: A dual attention network for motor imagery decoding and visualization analysis. Biomed. Signal Process. Control. 119: 109916 (2026) - [j132]Yongduan Song
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 21(1): 13-15 (2026) - [j131]Siyang Li
Black-Box Test-Time Ensemble. IEEE Comput. Intell. Mag. 21(1): 57-68 (2026) - [j130]Yongduan Song
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 21(2): 13-15 (2026) - [j129]Xue Jiang, Lubin Meng, Xinru Chen, Wei Li, Dongrui Wu
KDFNet: Knowledge-data fusion network for motor imagery based brain-computer interfaces. Inf. Sci. 734: 123001 (2026) - [j128]Song Yang
Spiking neural network for intra-cortical brain signal decoding. Knowl. Based Syst. 339: 115508 (2026) - [j127]Dingkun Liu
MIRepNet: A pipeline and pre-trained model for EEG-based motor imagery classification. Knowl. Based Syst. 343: 115966 (2026) - [j126]Yunlu Tu
BrainprintNet: A Multiscale Cross-Band Fusion Network for EEG-Based Brainprint Recognition. IEEE Trans. Inf. Forensics Secur. 21: 2757-2768 (2026) - [j125]Ziwei Wang
DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding. IEEE J. Biomed. Health Informatics 30(5): 4134-4147 (2026) - [c85]Lingfei Deng
LMID: A Comprehensive Multimodal Dataset for Failure Prediction in Cloud Computing Systems. KDD (1) 2026: 2617-2627 - [i109]Tianwang Jia, Xiaoqing Chen, Dongrui Wu:
SAFE: Secure and Accurate Federated Learning for Privacy-Preserving Brain-Computer Interfaces. CoRR abs/2601.05789 (2026) - [i108]Siyang Li, Jiayi Ouyang, Zhenyao Cui, Ziwei Wang, Tianwang Jia, Feng Wan, Dongrui Wu:
Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces. CoRR abs/2601.07556 (2026) - [i107]Siyang Li, Zhuoya Wang, Xiyan Gui, Xiaoqing Chen, Ziwei Wang, Yaozhi Wen, Dongrui Wu:
RAICL: Retrieval-Augmented In-Context Learning for Vision-Language-Model Based EEG Seizure Detection. CoRR abs/2601.17844 (2026) - [i106]Dingkun Liu, Yuheng Chen, Zhu Chen, Zhenyao Cui, Yaozhi Wen, Jiayu An, Jingwei Luo, Dongrui Wu:
EEG Foundation Models: Progresses, Benchmarking, and Open Problems. CoRR abs/2601.17883 (2026) - [i105]Siyang Li, Chenhao Liu, Dongrui Wu, Zhigang Zeng, Lieyun Ding:
StackingNet: Collective Inference Across Independent AI Foundation Models. CoRR abs/2602.13792 (2026) - [i104]Ziwei Wang
Synthetic Data Generation for Brain-Computer Interfaces: Overview, Benchmarking, and Future Directions. CoRR abs/2603.12296 (2026) - [i103]Dongrui Wu:
Feature Weighting Improves Pool-Based Sequential Active Learning for Regression. CoRR abs/2604.02019 (2026) - [i102]Chenhao Liu, Siyang Li, Luofei Tan, Dongrui Wu:
Temporal Out-of-Distribution Detection for Asynchronous Motor Imagery Brain-Computer Interfaces. CoRR abs/2605.01014 (2026) - 2025
- [j124]Jiajing Liu, Hanbin Luo, Dongrui Wu:
Human-Robot collaboration in construction: Robot design, perception and Interaction, and task allocation and execution. Adv. Eng. Informatics 65: 103109 (2025) - [j123]Yongduan Song
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 20(1): 14-16 (2025) - [j122]Yongduan Song, Dongrui Wu
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 20(2): 14-16 (2025) - [j121]Yongduan Song, Dongrui Wu
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 20(3): 7-9 (2025) - [j120]Yongduan Song
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 20(4): 18-98 (2025) - [j119]Ziwei Wang
Time-frequency transform based EEG data augmentation for brain-computer interfaces. Knowl. Based Syst. 311: 113074 (2025) - [j118]Jiayu An, Zhenbang Du
TSPT: Two-Step Prompt Tuning for class-incremental novel class discovery. Knowl. Based Syst. 319: 113603 (2025) - [j117]Ziwei Wang
MVCNet: Multi-view contrastive network for motor imagery classification. Knowl. Based Syst. 328: 114205 (2025) - [j116]Xiaoqing Chen, Tianwang Jia
Data alignment based adversarial defense benchmark for EEG-based BCIs. Neural Networks 188: 107516 (2025) - [j115]Herui Zhang
A lightweight spiking neural network for EEG-based motor imagery classification. Neural Networks 191: 107741 (2025) - [j114]Xiang Xiang
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. 47(12): 11929-11945 (2025) - [j113]Xinrun He
A Multi-Kernel Embedding Fusion Framework for Physiological Signal Based Emotion Recognition. IEEE Trans. Affect. Comput. 16(3): 2440-2453 (2025) - [j112]Zhenbang Du
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach. IEEE Trans. Artif. Intell. 6(12): 3207-3216 (2025) - [c84]Yuheng Chen, Dingkun Liu, Xinyao Yang, Xinping Xu, Baicheng Chen, Dongrui Wu:
FusionGen: Feature Fusion-Based Few-Shot EEG Data Generation. ICCVW 2025: 351-360 - [c83]Huanyu Wu, Yunlu Tu, Fan Huang, Dongrui Wu:
VLD-LP: Vulnerability Detection and Root Cause Localization with Large Language Model and Parameter-efficient Language Model Tuning. SMC 2025: 2652-2657 - [i101]Siyang Li, Hongbin Wang, Xiaoqing Chen, Dongrui Wu:
Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies. CoRR abs/2502.02830 (2025) - [i100]Dongrui Wu:
Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces. CoRR abs/2502.09203 (2025) - [i99]Ziwei Wang, Siyang Li, Xiaoqing Chen, Wei Li, Dongrui Wu:
Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification. CoRR abs/2502.17482 (2025) - [i98]Dingkun Liu, Siyang Li, Ziwei Wang, Wei Li, Dongrui Wu:
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification. CoRR abs/2503.05349 (2025) - [i97]Song Yang, Haotian Fu, Herui Zhang, Peng Zhang, Wei Li, Dongrui Wu:
Spiking Neural Network for Intra-cortical Brain Signal Decoding. CoRR abs/2504.09213 (2025) - [i96]Siyuan Kan, Huanyu Wu, Zhenyao Cui, Fan Huang, Xiaolong Xu, Dongrui Wu:
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion Recognition. CoRR abs/2504.09221 (2025) - [i95]Hongbin Wang, Zhihong Jia, Yuanzhong Shen, Ziwei Wang, Siyang Li, Kai Shu, Feng Hu, Dongrui Wu:
SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding. CoRR abs/2505.19652 (2025) - [i94]Dingkun Liu, Zhu Chen, Dongrui Wu:
CLEAN-MI: A Scalable and Efficient Pipeline for Constructing High-Quality Neurodata in Motor Imagery Paradigm. CoRR abs/2506.11830 (2025) - [i93]Zhihong Jia, Hongbin Wang, Yuanzhong Shen, Feng Hu, Jiayu An, Kai Shu, Dongrui Wu:
Magnetoencephalography (MEG) Based Non-Invasive Chinese Speech Decoding. CoRR abs/2506.12817 (2025) - [i92]Ziwei Wang, Hongbin Wang, Tianwang Jia, Xingyi He, Siyang Li, Dongrui Wu:
DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding. CoRR abs/2506.21140 (2025) - [i91]Xiaoqing Chen, Siyang Li, Dongrui Wu:
AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding. CoRR abs/2507.11911 (2025) - [i90]Dingkun Liu, Zhu Chen, Jingwei Luo, Shijie Lian, Dongrui Wu:
MIRepNet: A Pipeline and Foundation Model for EEG-Based Motor Imagery Classification. CoRR abs/2507.20254 (2025) - [i89]Qiuyu Chen, Xin Jin, Yue Song, Xihui Liu, Shuai Yang, Tao Yang, Ziqiang Li, Jianguo Huang, Yuntao Wei, Baao Xie, Nicu Sebe, Wenjun Zeng, Jooyeol Yun, Davide Abati, Mohamed Omran, Jaegul Choo, Amir Habibian, Auke J. Wiggers, Masato Kobayashi, Ning Ding, Toru Tamaki, Marzieh Gheisari, Auguste Genovesio, Yuheng Chen, Dingkun Liu, Xinyao Yang, Xinping Xu, Baicheng Chen, Dongrui Wu, Junhao Geng, Lexiang Lv, Jianxin Lin, Hanzhe Liang, Jie Zhou, Xuanxin Chen, Jinbao Wang, Can Gao, Zhangyi Wang, Zongze Li, Bihan Wen, Yixin Gao, Xiaohan Pan, Xin Li, Zhibo Chen, Baorui Peng, Zhongming Chen, Haoran Jin:
The 1st International Workshop on Disentangled Representation Learning for Controllable Generation (DRL4Real): Methods and Results. CoRR abs/2509.10463 (2025) - [i88]Yuheng Chen, Dingkun Liu, Xinyao Yang, Xinping Xu, Baicheng Chen, Dongrui Wu:
FusionGen: Feature Fusion-Based Few-Shot EEG Data Generation. CoRR abs/2510.10604 (2025) - 2024
- [j111]Xue Jiang, Lubin Meng, Xinru Chen, Dongrui Wu:
A CSP-based retraining framework for motor imagery based brain-computer interfaces. Sci. China Inf. Sci. 67(8) (2024) - [j110]Yongduan Song
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 19(1): 24-77 (2024) - [j109]Yongduan Song
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 19(3): 9-11 (2024) - [j108]Yang Li, Dongrui Wu, Suhang Wang
Future-generation attack and defense in neural networks. Future Gener. Comput. Syst. 152: 224 (2024) - [j107]Haoran Wang, Herui Zhang
Gated parametric neuron for spike-based audio recognition. Neurocomputing 609: 128477 (2024) - [j106]Lubin Meng, Xue Jiang, Xiaoqing Chen, Wenzhong Liu, Hanbin Luo, Dongrui Wu
Adversarial filtering based evasion and backdoor attacks to EEG-based brain-computer interfaces. Inf. Fusion 107: 102316 (2024) - [j105]Xue Jiang
CSP-Net: Common spatial pattern empowered neural networks for EEG-based motor imagery classification. Knowl. Based Syst. 305: 112668 (2024) - [j104]Haoyi Xiong
Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer. Mach. Learn. Sci. Technol. 5(1): 15039 (2024) - [j103]Ziwei Wang
Channel reflection: Knowledge-driven data augmentation for EEG-based brain-computer interfaces. Neural Networks 176: 106351 (2024) - [j102]Yifan Xu
Cross-Task Inconsistency Based Active Learning (CTIAL) for Emotion Recognition. IEEE Trans. Affect. Comput. 15(3): 1659-1668 (2024) - [j101]Changming Zhao
Bagging and Boosting Fine-Tuning for Ensemble Learning. IEEE Trans. Artif. Intell. 5(4): 1728-1742 (2024) - [j100]Lingfei Deng
Semisupervised Transfer Boosting (SS-TrBoosting). IEEE Trans. Artif. Intell. 5(7): 3431-3444 (2024) - [j99]Siyang Li
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs. IEEE Trans. Biomed. Eng. 71(2): 423-432 (2024) - [j98]Xue Jiang
Deep Source Semi-Supervised Transfer Learning (DS3TL) for Cross-Subject EEG Classification. IEEE Trans. Biomed. Eng. 71(4): 1308-1318 (2024) - [c82]Ying Chen, Qian Ma, Dongrui Wu:
Distributed Nash Equilibrium Seeking for Games with Nonlinear Players via Fuzzy Adaptive Control. FUZZ 2024: 1-8 - [c81]Shitao Zheng, Dongrui Wu:
Semi-Supervised Domain Adaptation for Eeg-Based Sleep Stage Classification. ICASSP 2024: 1776-1780 - [c80]Huanyu Wu, Siyang Li
TMMM: Transformer in Multimodal Sentiment Analysis under Missing Modalities. IJCNN 2024: 1-8 - [c79]Lingfei Deng
Time-Aware Attention-Based Transformer (TAAT) for Cloud Computing System Failure Prediction. KDD 2024: 4906-4917 - [c78]Ruimin Peng, Jiayu An, Dongrui Wu:
Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification. SMC 2024: 2888-2893 - [c77]Lubin Meng, Xue Jiang, Tianwang Jia, Dongrui Wu:
Protecting Multiple Types of Privacy Simultaneously in EEG-Based Brain-Computer Interfaces. SMC 2024: 2894-2899 - [i87]Xiaoqing Chen, Ziwei Wang, Dongrui Wu:
Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs. CoRR abs/2411.02094 (2024) - [i86]Xiaoqing Chen, Siyang Li, Yunlu Tu, Ziwei Wang, Dongrui Wu:
User-wise Perturbations for User Identity Protection in EEG-Based BCIs. CoRR abs/2411.10469 (2024) - [i85]Xue Jiang, Lubin Meng, Xinru Chen, Yifan Xu, Dongrui Wu:
CSP-Net: Common Spatial Pattern Empowered Neural Networks for EEG-Based Motor Imagery Classification. CoRR abs/2411.11879 (2024) - [i84]Lubin Meng, Xue Jiang, Tianwang Jia, Dongrui Wu:
Protecting Multiple Types of Privacy Simultaneously in EEG-based Brain-Computer Interfaces. CoRR abs/2411.19498 (2024) - [i83]Ruimin Peng, Jiayu An, Dongrui Wu:
Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification. CoRR abs/2411.19502 (2024) - [i82]Tianwang Jia, Lubin Meng, Siyang Li, Jiajing Liu, Dongrui Wu:
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces. CoRR abs/2412.01079 (2024) - [i81]Haoran Wang, Herui Zhang, Siyang Li, Dongrui Wu:
Gated Parametric Neuron for Spike-based Audio Recognition. CoRR abs/2412.01087 (2024) - [i80]Yifan Xu, Xue Jiang, Dongrui Wu:
Cross-Task Inconsistency Based Active Learning (CTIAL) for Emotion Recognition. CoRR abs/2412.01171 (2024) - [i79]Lingfei Deng, Changming Zhao, Zhenbang Du, Kun Xia, Dongrui Wu:
Semi-Supervised Transfer Boosting (SS-TrBoosting). CoRR abs/2412.03212 (2024) - [i78]Ziwei Wang, Siyang Li, Jingwei Luo, Jiajing Liu, Dongrui Wu:
Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces. CoRR abs/2412.03224 (2024) - [i77]Siyang Li, Ziwei Wang, Hanbin Luo, Lieyun Ding, Dongrui Wu:
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs. CoRR abs/2412.07228 (2024) - [i76]Lubin Meng, Xue Jiang, Xiaoqing Chen, Wenzhong Liu, Hanbin Luo, Dongrui Wu:
Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces. CoRR abs/2412.07231 (2024) - [i75]Huanyu Wu, Siyang Li, Dongrui Wu:
Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces. CoRR abs/2412.09006 (2024) - [i74]Xinru Chen, Jiayu An, Huanyu Wu, Siyang Li, Bin Liu, Dongrui Wu:
Front-end Replication Dynamic Window (FRDW) for Online Motor Imagery Classification. CoRR abs/2412.09015 (2024) - [i73]Xiaoqing Chen, Tianwang Jia, Dongrui Wu:
Accurate, Robust and Privacy-Preserving Brain-Computer Interface Decoding. CoRR abs/2412.11390 (2024) - [i72]Kun Xia, Wlodek Duch, Yu Sun, Kedi Xu, Weili Fang, Hanbin Luo, Yi Zhang, Dong Sang, Xiaodong Xu, Fei-Yue Wang, Dongrui Wu:
Privacy-Preserving Brain-Computer Interfaces: A Systematic Review. CoRR abs/2412.11394 (2024) - [i71]Ruimin Peng, Zhenbang Du, Changming Zhao, Jingwei Luo, Wenzhong Liu, Xinxing Chen, Dongrui Wu:
Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification. CoRR abs/2412.15224 (2024) - [i70]Z. Wang, S. Li, Dongrui Wu:
Cross-Species and Cross-Modality Epileptic Seizure Detection via Multi-Space Alignment. CoRR abs/2412.17842 (2024) - [i69]Haotian Fu, Peng Zhang, Song Yang, Herui Zhang, Ziwei Wang, Dongrui Wu:
Effective and Efficient Intracortical Brain Signal Decoding with Spiking Neural Networks. CoRR abs/2412.20714 (2024) - 2023
- [j97]Xue Jiang, Lubin Meng, Siyang Li
Active poisoning: efficient backdoor attacks on transfer learning-based brain-computer interfaces. Sci. China Inf. Sci. 66(8) (2023) - [j96]Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18(1): 17-19 (2023) - [j95]Dongrui Wu
Type-1 and Interval Type-2 Fuzzy Systems [AI- eXplained]. IEEE Comput. Intell. Mag. 18(1): 81-83 (2023) - [j94]Yongduan Song
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18(2): 13-15 (2023) - [j93]Yongduan Song
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18(3): 10-86 (2023) - [j92]Yongduan Song
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18(4): 10-12 (2023) - [j91]Lubin Meng, Xue Jiang, Dongrui Wu
Adversarial robustness benchmark for EEG-based brain-computer interfaces. Future Gener. Comput. Syst. 143: 231-247 (2023) - [j90]Wen Zhang, Lingfei Deng, Lei Zhang
A Survey on Negative Transfer. IEEE CAA J. Autom. Sinica 10(2): 305-329 (2023) - [j89]Changming Zhao, Dongrui Wu
BoostTree and BoostForest for Ensemble Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8110-8126 (2023) - [j88]Dongrui Wu
Affective Brain-Computer Interfaces (aBCIs): A Tutorial. Proc. IEEE 111(10): 1314-1332 (2023) - [j87]Wen Zhang
Lightweight Source-Free Transfer for Privacy-Preserving Motor Imagery Classification. IEEE Trans. Cogn. Dev. Syst. 15(2): 938-949 (2023) - [j86]Yuanpeng Zhang
Multi-Modality Fusion & Inductive Knowledge Transfer Underlying Non-Sparse Multi-Kernel Learning and Distribution Adaption. IEEE ACM Trans. Comput. Biol. Bioinform. 20(4): 2387-2397 (2023) - [j85]Kun Xia
Privacy-Preserving Brain-Computer Interfaces: A Systematic Review. IEEE Trans. Comput. Soc. Syst. 10(5): 2312-2324 (2023) - [j84]Yuqi Cui, Yifan Xu
Layer Normalization for TSK Fuzzy System Optimization in Regression Problems. IEEE Trans. Fuzzy Syst. 31(1): 254-264 (2023) - [c76]Dongrui Wu:
Accurate, Secure and Privacy-Preserving Brain-Computer Interfaces: Keynote Address. ICIS 2023: 1 - [c75]Dongrui Wu, Yinghui Wang, Xiaojun Wu:
Program Chair Message. ICIS 2023: x - [c74]Wanning Sun, Xuhua Ma, Ruimin Peng
DARC: High-dimensional Diffusing Anomaly Detection and Root Cause Location in Cloud Computing Systems. IEEE Big Data 2023: 1970-1977 - [c73]Zhenyu Gong, Feisheng Yang, Dongrui Wu:
Zero-Sum Game Based Secure Tracking Control of UAV Against FDI Attacks Using Fixed-Time Convergent Reinforcement Learning. CDC 2023: 1841-1846 - [c72]Ruimin Peng
WAVELET2VEC: A Filter Bank Masked Autoencoder for EEG-Based Seizure Subtype Classification. ICASSP 2023: 1-5 - [c71]Jiayu An, Changming Zhao, Dongrui Wu:
Semi-Supervised Generalized Source-Free Domain Adaptation (SSG-SFDA). IJCNN 2023: 1-8 - [c70]Yifan Xu, Lubin Meng, Ruimin Peng
Cross-Modal Diversity-Based Active Learning for Multi-Modal Emotion Estimation. IJCNN 2023: 1-8 - [c69]Zihao Dong, Jian Huang, Haoyuan Wang, Bo Yang, Dongrui Wu, Yaonan Zhu, Yasuhisa Hasegawa:
Deformable Object Manipulation Using Human Demonstration Enhanced Deep Deterministic Policy Gradient. MHS 2023: 1-6 - [e1]Yuan Liu, Roger Lee, Wei Fang, Fanzhang Li, Shitong Wang, Dongrui Wu, Yinghui Wang, Xiajun Wu:
23rd IEEE/ACIS International Conference on Computer and Information Science, ICIS 2023, Wuxi, China, June 23-25, 2023. IEEE 2023, ISBN 979-8-3503-4584-1 [contents] - [i68]Haoyi Xiong
Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability. CoRR abs/2304.00320 (2023) - [i67]Zhenbang Du, Jiayu An, Jiahao Hong, Dongrui Wu:
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach. CoRR abs/2311.00285 (2023) - 2022
- [j83]Weili Fang
Physiological computing for occupational health and safety in construction: Review, challenges and implications for future research. Adv. Eng. Informatics 54: 101729 (2022) - [j82]Rui Bian, Lubin Meng, Dongrui Wu:
SSVEP-based brain-computer interfaces are vulnerable to square wave attacks. Sci. China Inf. Sci. 65(4) (2022) - [j81]Siyang Li
Meta-Learning for Fast and Privacy-Preserving Source Knowledge Transfer of EEG-Based BCIs. IEEE Comput. Intell. Mag. 17(4): 16-26 (2022) - [j80]Hong Mo, Yinghui Meng, Fei-Yue Wang, Dongrui Wu:
Interval Type-2 Fuzzy Hierarchical Adaptive Cruise Following-Control for Intelligent Vehicles. IEEE CAA J. Autom. Sinica 9(9): 1658-1672 (2022) - [j79]Haoran Liu
Exploring the common principal subspace of deep features in neural networks. Mach. Learn. 111(3): 1125-1157 (2022) - [j78]Lili Tang
An interval type-2 fuzzy edge detection and matrix coding approach for color image adaptive steganography. Multim. Tools Appl. 81(27): 39145-39167 (2022) - [j77]Dongrui Wu
Transfer learning for motor imagery based brain-computer interfaces: A tutorial. Neural Networks 153: 235-253 (2022) - [j76]Jialiang Xie
Gray wolf optimization-based self-organizing fuzzy multi-objective evolution algorithm. Soft Comput. 26(22): 12077-12092 (2022) - [j75]Dongrui Wu
Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression. IEEE Trans. Affect. Comput. 13(1): 16-27 (2022) - [j74]Yifan Xu
Inconsistency-Based Multi-Task Cooperative Learning for Emotion Recognition. IEEE Trans. Affect. Comput. 13(4): 2017-2027 (2022) - [j73]Dongrui Wu
Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progress Made Since 2016. IEEE Trans. Cogn. Dev. Syst. 14(1): 4-19 (2022) - [j72]Kun Xia
Privacy-Preserving Domain Adaptation for Motor Imagery-Based Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 69(11): 3365-3376 (2022) - [j71]Jialiang Xie
Network Intrusion Detection Based on Dynamic Intuitionistic Fuzzy Sets. IEEE Trans. Fuzzy Syst. 30(9): 3460-3472 (2022) - [j70]Jialiang Xie
Adaptive Image Steganography Using Fuzzy Enhancement and Grey Wolf Optimizer. IEEE Trans. Fuzzy Syst. 30(11): 4953-4964 (2022) - [j69]Cheng Chen, Jian Huang
Interval Type-2 Fuzzy Disturbance Observer-Based T-S Fuzzy Control for a Pneumatic Flexible Joint. IEEE Trans. Ind. Electron. 69(6): 5962-5972 (2022) - [c68]Siyang Li
Facial Expression Recognition In-the-Wild with Deep Pre-trained Models. ECCV Workshops (6) 2022: 181-190 - [i66]Yuqi Cui, Dongrui Wu, Xue Jiang, Yifan Xu:
PyTSK: A Python Toolbox for TSK Fuzzy Systems. CoRR abs/2206.03310 (2022) - [i65]Siyang Li, Yifan Xu, Huanyu Wu, Dongrui Wu, Yingjie Yin, Jiajiong Cao, Jingting Ding:
Facial Affect Analysis: Learning from Synthetic Data & Multi-Task Learning Challenges. CoRR abs/2207.09748 (2022) - [i64]Xiaoqing Chen, Dongrui Wu:
Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces. CoRR abs/2212.00727 (2022) - 2021
- [j68]Zhenhua Shi
FCM-RDpA: TSK fuzzy regression model construction using fuzzy C-means clustering, regularization, Droprule, and Powerball Adabelief. Inf. Sci. 574: 490-504 (2021) - [j67]Haiyan Jiang
AgFlow: fast model selection of penalized PCA via implicit regularization effects of gradient flow. Mach. Learn. 110(8): 2131-2150 (2021) - [j66]Pei Yan, Yihua Tan, Yuan Tai, Dongrui Wu, Hanbin Luo, Xiaolong Hao:
Unsupervised learning framework for interest point detection and description via properties optimization. Pattern Recognit. 112: 107808 (2021) - [j65]Ziang Liu, Xue Jiang, Hanbin Luo, Weili Fang, Jiajing Liu
Pool-based unsupervised active learning for regression using iterative representativeness-diversity maximization (iRDM). Pattern Recognit. Lett. 142: 11-19 (2021) - [j64]Zhongzheng Fu, Xinrun He, Enkai Wang, Jun Huo, Jian Huang
Personalized Human Activity Recognition Based on Integrated Wearable Sensor and Transfer Learning. Sensors 21(3): 885 (2021) - [j63]Lili Tang, Dongrui Wu, Honghui Wang, Mingzhi Chen, Jia-Liang Xie
An adaptive fuzzy inference approach for color image steganography. Soft Comput. 25(16): 10987-11004 (2021) - [j62]Yizhang Jiang
A Novel Negative-Transfer-Resistant Fuzzy Clustering Model With a Shared Cross-Domain Transfer Latent Space and its Application to Brain CT Image Segmentation. IEEE ACM Trans. Comput. Biol. Bioinform. 18(1): 40-52 (2021) - [j61]Xiaotong Gu
EEG-Based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and Their Applications. IEEE ACM Trans. Comput. Biol. Bioinform. 18(5): 1645-1666 (2021) - [j60]Chin-Teng Lin
A Driving Performance Forecasting System Based on Brain Dynamic State Analysis Using 4-D Convolutional Neural Networks. IEEE Trans. Cybern. 51(10): 4959-4967 (2021) - [j59]Yurui Ming
EEG-Based Drowsiness Estimation for Driving Safety Using Deep Q-Learning. IEEE Trans. Emerg. Top. Comput. Intell. 5(4): 583-594 (2021) - [j58]Chao Chen
A Comprehensive Study of the Efficiency of Type-Reduction Algorithms. IEEE Trans. Fuzzy Syst. 29(6): 1556-1566 (2021) - [j57]Xinyu Yang
DBAN: Adversarial Network With Multi-Scale Features for Cardiac MRI Segmentation. IEEE J. Biomed. Health Informatics 25(6): 2018-2028 (2021) - [j56]Yizhang Jiang
EEG-Based Driver Drowsiness Estimation Using an Online Multi-View and Transfer TSK Fuzzy System. IEEE Trans. Intell. Transp. Syst. 22(3): 1752-1764 (2021) - [c67]Xueliang Quan, Dongrui Wu, Mengliang Zhu, Kun Xia, Lingfei Deng:
Manifold Discriminative Transfer Learning for Unsupervised Domain Adaptation. ICONIP (2) 2021: 321-334 - [c66]Xiao Zhang, Haoyi Xiong, Dongrui Wu:
Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs. IJCAI 2021: 3392-3398 - [c65]Yuqi Cui, Dongrui Wu, Yifan Xu:
Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions. IJCNN 2021: 1-8 - [c64]Xue Jiang, Lubin Meng, Dongrui Wu:
Multi-Task Active Learning for Simultaneous Emotion Classification and Regression. SMC 2021: 1947-1952 - [i63]Dongrui Wu, Weili Fang, Yi Zhang, Liuqing Yang, Xiaodong Xu, Hanbin Luo, Xiang Yu:
Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review. CoRR abs/2102.02729 (2021) - [i62]Yuqi Cui, Dongrui Wu, Yifan Xu:
Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions. CoRR abs/2102.04271 (2021) - [i61]Xiao Zhang, Dongrui Wu, Haoyi Xiong, Bo Dai:
Optimization Variance: Exploring Generalization Properties of DNNs. CoRR abs/2106.01714 (2021) - [i60]Haoran Liu, Haoyi Xiong, Yaqing Wang, Haozhe An, Dongrui Wu, Dejing Dou:
Exploring the Common Principal Subspace of Deep Features in Neural Networks. CoRR abs/2110.02863 (2021) - [i59]Haiyan Jiang, Haoyi Xiong, Dongrui Wu, Ji Liu, Dejing Dou:
AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow. CoRR abs/2110.03273 (2021) - 2020
- [j55]Na Yue, Dongrui Wu
Probabilistic linguistic multi-criteria decision-making based on double information under imperfect conditions. Fuzzy Optim. Decis. Mak. 19(4): 391-433 (2020) - [j54]Cheng Cheng, Beitong Zhou, Guijun Ma, Dongrui Wu
Wasserstein distance based deep adversarial transfer learning for intelligent fault diagnosis with unlabeled or insufficient labeled data. Neurocomputing 409: 35-45 (2020) - [j53]Yuan Wang, Jian Huang
Set-Membership filtering with incomplete observations. Inf. Sci. 517: 37-51 (2020) - [j52]Yurui Ming, Danilo Pelusi, Chieh-Ning Fang, Mukesh Prasad
EEG data analysis with stacked differentiable neural computers. Neural Comput. Appl. 32(12): 7611-7621 (2020) - [j51]Xin Song, Pengjiang Qian
mDixon-based synthetic CT generation via transfer and patch learning. Pattern Recognit. Lett. 138: 51-59 (2020) - [j50]He He
Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment Approach. IEEE Trans. Biomed. Eng. 67(2): 399-410 (2020) - [j49]Dongrui Wu
Optimize TSK Fuzzy Systems for Regression Problems: Minibatch Gradient Descent With Regularization, DropRule, and AdaBound (MBGD-RDA). IEEE Trans. Fuzzy Syst. 28(5): 1003-1015 (2020) - [j48]Dongrui Wu
Multitasking Genetic Algorithm (MTGA) for Fuzzy System Optimization. IEEE Trans. Fuzzy Syst. 28(6): 1050-1061 (2020) - [j47]Dongrui Wu
Patch Learning. IEEE Trans. Fuzzy Syst. 28(9): 1996-2008 (2020) - [j46]Parham Mohsenzadeh Kebria
Adaptive Type-2 Fuzzy Neural-Network Control for Teleoperation Systems With Delay and Uncertainties. IEEE Trans. Fuzzy Syst. 28(10): 2543-2554 (2020) - [j45]Dongrui Wu
On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression. IEEE Trans. Fuzzy Syst. 28(10): 2570-2580 (2020) - [j44]Yuqi Cui, Dongrui Wu
Optimize TSK Fuzzy Systems for Classification Problems: Minibatch Gradient Descent With Uniform Regularization and Batch Normalization. IEEE Trans. Fuzzy Syst. 28(12): 3065-3075 (2020) - [j43]Jian Huang
An Automatic Analog Instrument Reading System Using Computer Vision and Inspection Robot. IEEE Trans. Instrum. Meas. 69(9): 6322-6335 (2020) - [c63]Lei Wang, Jian Huang, Dongrui Wu
Hand Gesture Recognition Based on Multi-Classification Adaptive Neuro-Fuzzy Inference System and pMMG. ICARM 2020: 460-465 - [c62]Xiao Zhang, Dongrui Wu:
Empirical Studies on the Properties of Linear Regions in Deep Neural Networks. ICLR 2020 - [c61]Ziang Liu, Dongrui Wu
Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression. IJCNN 2020: 1-7 - [c60]Zhenhua Shi
Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction. IJCNN 2020: 1-8 - [c59]Dongrui Wu
Active Stacking for Heart Rate Estimation. IJCNN 2020: 1-8 - [c58]Wen Zhang
Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation. IJCNN 2020: 1-8 - [i58]Xiao Zhang
Empirical Studies on the Properties of Linear Regions in Deep Neural Networks. CoRR abs/2001.01072 (2020) - [i57]Yurui Ming, Dongrui Wu, Yu-Kai Wang, Yuhui Shi, Chin-Teng Lin:
EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning. CoRR abs/2001.02399 (2020) - [i56]Zhenhua Shi, Dongrui Wu, Jian Huang, Yu-Kai Wang, Chin-Teng Lin:
Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction. CoRR abs/2001.03103 (2020) - [i55]Ziang Liu, Dongrui Wu:
Unsupervised Pool-Based Active Learning for Linear Regression. CoRR abs/2001.05028 (2020) - [i54]Xiaotong Gu, Zehong Cao, Alireza Jolfaei, Peng Xu, Dongrui Wu, Tzyy-Ping Jung, Chin-Teng Lin
EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications. CoRR abs/2001.11337 (2020) - [i53]Xiao Zhang, Dongrui Wu, Lieyun Ding, Hanbin Luo, Chin-Teng Lin, Tzyy-Ping Jung:
Tiny Noise Can Make an EEG-Based Brain-Computer Interface Speller Output Anything. CoRR abs/2001.11569 (2020) - [i52]Yuqi Cui, Huidong Wang, Dongrui Wu:
Supervised Enhanced Soft Subspace Clustering (SESSC) for TSK Fuzzy Classifiers. CoRR abs/2002.12404 (2020) - [i51]Dongrui Wu:
MBGD-RDA Training and Rule Pruning for Concise TSK Fuzzy Regression Models. CoRR abs/2003.00608 (2020) - [i50]Ziang Liu, Hanbin Luo, Weili Fang, Jiajing Liu, Dongrui Wu:
Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM). CoRR abs/2003.07658 (2020) - [i49]Changming Zhao, Dongrui Wu, Jian Huang, Ye Yuan, Hai-Tao Zhang:
BoostTree and BoostForest for Ensemble Learning. CoRR abs/2003.09737 (2020) - [i48]Ziang Liu, Dongrui Wu:
Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression. CoRR abs/2003.11786 (2020) - [i47]Dongrui Wu, Yifan Xu, Bao-Liang Lu:
Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progresses Since 2016. CoRR abs/2004.06286 (2020) - [i46]Xiao Zhang, Dongrui Wu:
Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNs. CoRR abs/2004.13954 (2020) - [i45]Dongrui Wu, Ruimin Peng, Jian Huang, Zhigang Zeng:
Transfer Learning for Brain-Computer Interfaces: A Complete Pipeline. CoRR abs/2007.03746 (2020) - [i44]Wen Zhang, Lingfei Deng, Dongrui Wu:
Overcoming Negative Transfer: A Survey. CoRR abs/2009.00909 (2020) - [i43]Lubin Meng, Jian Huang, Zhigang Zeng, Xue Jiang, Shan Yu, Tzyy-Ping Jung, Chin-Teng Lin
EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks. CoRR abs/2011.00101 (2020) - [i42]Zhenhua Shi, Dongrui Wu, Chenfeng Guo, Changming Zhao, Yuqi Cui, Fei-Yue Wang:
FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief. CoRR abs/2012.00060 (2020)
2010 – 2019
- 2019
- [j42]Zihan Liu, Bo Huang, Yuqi Cui, Yifan Xu, Bo Zhang, Lixia Zhu
Multi-Task Deep Learning With Dynamic Programming for Embryo Early Development Stage Classification From Time-Lapse Videos. IEEE Access 7: 122153-122163 (2019) - [j41]Bo Zhang, Yuqi Cui, Meng Wang, Jingjing Li, Lei Jin, Dongrui Wu
In Vitro Fertilization (IVF) Cumulative Pregnancy Rate Prediction From Basic Patient Characteristics. IEEE Access 7: 130460-130467 (2019) - [j40]Yurui Ming
Subject adaptation network for EEG data analysis. Appl. Soft Comput. 84 (2019) - [j39]Dongrui Wu
Recommendations on designing practical interval type-2 fuzzy systems. Eng. Appl. Artif. Intell. 85: 182-193 (2019) - [j38]Dongrui Wu
Active learning for regression using greedy sampling. Inf. Sci. 474: 90-105 (2019) - [j37]Zhaohong Deng
Guest Editorial: Special Issue on New Advances in Deep-Transfer Learning. IEEE Trans. Emerg. Top. Comput. Intell. 3(5): 357-359 (2019) - [j36]Dongrui Wu
Similarity Measures for Closed General Type-2 Fuzzy Sets: Overview, Comparisons, and a Geometric Approach. IEEE Trans. Fuzzy Syst. 27(3): 515-526 (2019) - [j35]Te Zhang
Multiview Fuzzy Logic System With the Cooperation Between Visible and Hidden Views. IEEE Trans. Fuzzy Syst. 27(6): 1162-1173 (2019) - [j34]Dongrui Wu
A Constrained Representation Theorem for Well-Shaped Interval Type-2 Fuzzy Sets, and the Corresponding Constrained Uncertainty Measures. IEEE Trans. Fuzzy Syst. 27(6): 1237-1251 (2019) - [j33]Dongrui Wu
Pool-Based Sequential Active Learning for Regression. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1348-1359 (2019) - [c57]Binglin Wang, Wei Li, Wenliang Fan, Xi Chen, Dongrui Wu
Alzheimer's Disease Brain Network Classification Using Improved Transfer Feature Learning with Joint Distribution Adaptation. EMBC 2019: 2959-2963 - [c56]Cheng Chen, Jian Huang
Nonlinear Disturbance Observer Based T-S Fuzzy Logic Control of Pneumatic Artificial Muscles. ICARM 2019: 12-17 - [c55]Lubin Meng, Chin-Teng Lin
White-Box Target Attack for EEG-Based BCI Regression Problems. ICONIP (1) 2019: 476-488 - [c54]He He, Dongrui Wu
Channel and Trials Selection for Reducing Covariate Shift in EEG-based Brain-Computer Interfaces. SMC 2019: 3635-3640 - [c53]Xue Jiang, Xiao Zhang, Dongrui Wu
Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces. SSCI 2019: 361-368 - [c52]Yifan Xu, Dongrui Wu
EEG-Based Driver Drowsiness Estimation Using Self-Paced Learning with Label Diversity. SSCI 2019: 369-375 - [i41]Cheng Cheng, Beitong Zhou, Guijun Ma, Dongrui Wu, Ye Yuan:
Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis. CoRR abs/1903.06753 (2019) - [i40]Dongrui Wu, Chin-Teng Lin
On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression. CoRR abs/1903.10572 (2019) - [i39]Dongrui Wu, Feifei Liu, Chengyu Liu:
Active Stacking for Heart Rate Estimation. CoRR abs/1903.10862 (2019) - [i38]Dongrui Wu, Ye Yuan, Yihua Tan:
Optimize TSK Fuzzy Systems for Big Data Regression Problems: Mini-Batch Gradient Descent with Regularization, DropRule and AdaBound (MBGD-RDA). CoRR abs/1903.10951 (2019) - [i37]Xiao Zhang, Dongrui Wu:
On the Vulnerability of CNN Classifiers in EEG-Based BCIs. CoRR abs/1904.01002 (2019) - [i36]Yu Cao, Jian Huang, Dongrui Wu, Mengshi Zhang, Caihua Xiong, Zhijun Li:
Integration of Nonlinear Disturbance Observer within Proxy-based Sliding Mode Control for Pneumatic Muscle Actuators. CoRR abs/1904.03570 (2019) - [i35]Dongrui Wu, Jerry M. Mendel:
Patch Learning. CoRR abs/1906.00158 (2019) - [i34]Anisha Agarwal, Rafael Dowsley, Nicholas D. McKinney, Dongrui Wu, Chin-Teng Lin
Protecting Privacy of Users in Brain-Computer Interface Applications. CoRR abs/1907.01586 (2019) - [i33]Chenfeng Guo, Dongrui Wu:
Canonical Correlation Analysis (CCA) Based Multi-View Learning: An Overview. CoRR abs/1907.01693 (2019) - [i32]Dongrui Wu, Jerry M. Mendel:
Recommendations on Designing Practical Interval Type-2 Fuzzy Systems. CoRR abs/1907.01697 (2019) - [i31]Yuqi Cui, Dongrui Wu:
Optimize TSK Fuzzy Systems for Big Data Classification Problems: Bag of Tricks. CoRR abs/1908.00636 (2019) - [i30]Zhenhua Shi, Xiaomo Chen, Changming Zhao, He He, Veit Stuphorn, Dongrui Wu:
Multi-View Broad Learning System for Primate Oculomotor Decision Decoding. CoRR abs/1908.06180 (2019) - [i29]Zihan Liu, Bo Huang, Yuqi Cui, Yifan Xu, Bo Zhang, Lixia Zhu, Yang Wang, Lei Jin, Dongrui Wu:
Multi-Task Deep Learning with Dynamic Programming for Embryo Early Development Stage Classification from Time-Lapse Videos. CoRR abs/1908.09637 (2019) - [i28]Yuqi Cui, Yifan Xu, Dongrui Wu:
EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training. CoRR abs/1909.11456 (2019) - [i27]Wen Zhang, Dongrui Wu:
Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces. CoRR abs/1910.05878 (2019) - [i26]Bo Zhang, Yuqi Cui, Meng Wang, Jingjing Li, Lei Jin, Dongrui Wu:
In Vitro Fertilization (IVF) Cumulative Pregnancy Rate Prediction from Basic Patient Characteristics. CoRR abs/1911.03839 (2019) - [i25]Xue Jiang, Xiao Zhang, Dongrui Wu:
Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces. CoRR abs/1911.04338 (2019) - [i24]Lubin Meng, Chin-Teng Lin, Tzyy-Ping Jung, Dongrui Wu:
White-Box Target Attack for EEG-Based BCI Regression Problems. CoRR abs/1911.04606 (2019) - [i23]Wen Zhang, Dongrui Wu:
Transferability versus Discriminability: Joint Probability Distribution Adaptation (JPDA). CoRR abs/1912.00320 (2019) - [i22]He He, Dongrui Wu:
Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach. CoRR abs/1912.01166 (2019) - [i21]Zihan Liu, Xiao Zhang, Dongrui Wu:
Universal Adversarial Perturbations for CNN Classifiers in EEG-Based BCIs. CoRR abs/1912.01171 (2019) - 2018
- [j32]Jian Huang
A Switch-Mode Firefly Algorithm for Global Optimization. IEEE Access 6: 54177-54184 (2018) - [j31]Dongrui Wu
Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). IEEE Trans. Fuzzy Syst. 26(2): 771-781 (2018) - [j30]Jian Huang
Interval Type-2 Fuzzy Logic Modeling and Control of a Mobile Two-Wheeled Inverted Pendulum. IEEE Trans. Fuzzy Syst. 26(4): 2030-2038 (2018) - [j29]Chao Chen
A Comment on "A Direct Approach for Determining the Switch Points in the Karnik-Mendel Algorithm". IEEE Trans. Fuzzy Syst. 26(6): 3905-3907 (2018) - [c51]Anisha Agarwal, Rafael Dowsley, Nicholas D. McKinney, Dongrui Wu
Privacy-Preserving Linear Regression for Brain-Computer Interface Applications. IEEE BigData 2018: 5277-5278 - [c50]Yurui Ming, Yu-Kai Wang
Sustained Attention Driving Task Analysis based on Recurrent Residual Neural Network using EEG Data. FUZZ-IEEE 2018: 1-6 - [c49]Xiang Huang, Hai-Tao Zhang, Dongrui Wu
Interval Type-2 Fuzzy Control of Pneumatic Muscle Actuator. ICIRA (1) 2018: 423-431 - [c48]He He, Dongrui Wu
Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant. ICSPCC 2018: 1-6 - [i20]Yuqi Cui, Xiao Zhang, Yang Wang, Chenfeng Guo, Dongrui Wu:
OMG - Emotion Challenge Solution. CoRR abs/1805.00348 (2018) - [i19]Dongrui Wu:
Pool-Based Sequential Active Learning for Regression. CoRR abs/1805.04735 (2018) - [i18]Dongrui Wu, Vernon J. Lawhern, Stephen M. Gordon, Brent J. Lance, Chin-Teng Lin
Offline EEG-Based Driver Drowsiness Estimation Using Enhanced Batch-Mode Active Learning (EBMAL) for Regression. CoRR abs/1805.04737 (2018) - [i17]Dongrui Wu, Vernon J. Lawhern, Stephen M. Gordon, Brent J. Lance, Chin-Teng Lin
Agreement Rate Initialized Maximum Likelihood Estimator for Ensemble Classifier Aggregation and Its Application in Brain-Computer Interface. CoRR abs/1805.04740 (2018) - [i16]Dongrui Wu:
Active Semi-supervised Transfer Learning (ASTL) for Offline BCI Calibration. CoRR abs/1805.05781 (2018) - [i15]Te Zhang, Zhaohong Deng, Dongrui Wu, Shitong Wang:
Multi-View Fuzzy Logic System with the Cooperation between Visible and Hidden Views. CoRR abs/1807.08595 (2018) - [i14]Chenfeng Guo, Dongrui Wu:
Feature Dimensionality Reduction for Video Affect Classification: A Comparative Study. CoRR abs/1808.02956 (2018) - [i13]Dongrui Wu, Jian Huang:
Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression. CoRR abs/1808.04244 (2018) - [i12]Dongrui Wu, Chin-Teng Lin, Jian Huang:
Active Learning for Regression Using Greedy Sampling. CoRR abs/1808.04245 (2018) - [i11]He He, Dongrui Wu:
Transfer Learning for Brain-Computer Interfaces: An Euclidean Space Data Alignment Approach. CoRR abs/1808.05464 (2018) - [i10]Yang Wang, Dongrui Wu:
Real-time fMRI-based Brain Computer Interface: A Review. CoRR abs/1808.05852 (2018) - [i9]He He, Dongrui Wu:
Transfer Learning Enhanced Common Spatial Pattern Filtering for Brain Computer Interfaces (BCIs): Overview and a New Approach. CoRR abs/1808.05853 (2018) - [i8]He He, Dongrui Wu:
Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant. CoRR abs/1808.06533 (2018) - [i7]Yuqi Cui, Dongrui Wu:
EEG-Based Driver Drowsiness Estimation Using Convolutional Neural Networks. CoRR abs/1809.00929 (2018) - [i6]Dongrui Wu, Xianfeng Tan:
Multi-Tasking Evolutionary Algorithm (MTEA) for Single-Objective Continuous Optimization. CoRR abs/1812.06303 (2018) - 2017
- [j28]Hao Xu, Dongrui Wu, Li-Ning Xing, Lan Huang:
The talent planning model and empirical research to the key disciplines in science and technology. Clust. Comput. 20(4): 3275-3286 (2017) - [j27]Dongrui Wu
Guest Editorial for the Special Section on Brain Computer Interface (BCI). IEEE Trans. Fuzzy Syst. 25(1): 1-2 (2017) - [j26]Jerry M. Mendel
Critique of "A New Look at Type-2 Fuzzy Sets and Type-2 Fuzzy Logic Systems". IEEE Trans. Fuzzy Syst. 25(3): 725-727 (2017) - [j25]Dongrui Wu
Driver Drowsiness Estimation From EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR). IEEE Trans. Fuzzy Syst. 25(6): 1522-1535 (2017) - [j24]Dongrui Wu
Online and Offline Domain Adaptation for Reducing BCI Calibration Effort. IEEE Trans. Hum. Mach. Syst. 47(4): 550-563 (2017) - [c47]He He, Dongrui Wu
Transfer Learning Enhanced Common Spatial Pattern Filtering for Brain Computer Interfaces (BCIs): Overview and a New Approach. ICONIP (2) 2017: 811-821 - [c46]Yuqi Cui, Dongrui Wu
EEG-Based Driver Drowsiness Estimation Using Convolutional Neural Networks. ICONIP (2) 2017: 822-832 - [c45]Yang Wang, Dongrui Wu
Real-Time fMRI-Based Brain Computer Interface: A Review. ICONIP (2) 2017: 833-842 - [c44]Dongrui Wu
Active semi-supervised transfer learning (ASTL) for offline BCI calibration. SMC 2017: 246-251 - [c43]Yu-Cheng Chang
Generating a fuzzy rule-based brain-state-drift detector by riemann-metric-based clustering. SMC 2017: 1220-1225 - [i5]Dongrui Wu:
Online and Offline Domain Adaptation for Reducing BCI Calibration Effort. CoRR abs/1702.02897 (2017) - [i4]Dongrui Wu, Vernon J. Lawhern, Stephen M. Gordon, Brent J. Lance, Chin-Teng Lin
Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR). CoRR abs/1702.02901 (2017) - [i3]Dongrui Wu, Vernon J. Lawhern, W. David Hairston, Brent J. Lance:
Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization. CoRR abs/1702.02906 (2017) - [i2]Dongrui Wu, Jung-Tai King, Chun-Hsiang Chuang, Chin-Teng Lin
Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). CoRR abs/1702.02914 (2017) - [i1]Dongrui Wu, Brent J. Lance, Vernon J. Lawhern, Stephen M. Gordon, Tzyy-Ping Jung, Chin-Teng Lin
EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features. CoRR abs/1704.08533 (2017) - 2016
- [c42]Dongrui Wu
Agreement rate initialized maximum likelihood estimator for ensemble classifier aggregation and its application in brain-computer interface. SMC 2016: 724-729 - [c41]Dongrui Wu
Offline EEG-based driver drowsiness estimation using enhanced batch-mode active learning (EBMAL) for regression. SMC 2016: 730-736 - [c40]Dongrui Wu
Spectral meta-learner for regression (SMLR) model aggregation: Towards calibrationless brain-computer interface (BCI). SMC 2016: 743-749 - 2015
- [j23]Syed Moshfeq Salaken
Approximation of centroid end-points and switch points for replacing type reduction algorithms. Int. J. Approx. Reason. 66: 39-52 (2015) - [c39]Dongrui Wu
Reducing BCI calibration effort in RSVP tasks using online weighted adaptation regularization with source domain selection. ACII 2015: 567-573 - [c38]Dongrui Wu
Online driver's drowsiness estimation using domain adaptation with model fusion. ACII 2015: 904-910 - [c37]Syed Moshfeq Salaken
Effect of different initializations on EKM algorithm. FUZZ-IEEE 2015: 1-6 - [c36]Syed Moshfeq Salaken
Linear approximation of Karnik-Mendel type reduction algorithm. FUZZ-IEEE 2015: 1-6 - [c35]Syed Moshfeq Salaken
Switch point finding using polynomial regression for fuzzy type reduction algorithms. FUZZ-IEEE 2015: 1-6 - [c34]Dongrui Wu
Reducing Offline BCI Calibration Effort Using Weighted Adaptation Regularization with Source Domain Selection. SMC 2015: 3209-3216 - [c33]Vernon Lawhern, David Slayback, Dongrui Wu
Efficient Labeling of EEG Signal Artifacts Using Active Learning. SMC 2015: 3217-3222 - 2014
- [j22]Dongrui Wu
A reconstruction decoder for computing with words. Inf. Sci. 255: 1-15 (2014) - [c32]Jerry M. Mendel, Dongrui Wu
Determining interval type-2 fuzzy set models for words using data collected from one subject: Person FOUs. FUZZ-IEEE 2014: 768-775 - [c31]Dongrui Wu
Designing practical interval type-2 fuzzy logic systems made simple. FUZZ-IEEE 2014: 800-807 - [c30]Dongrui Wu
Transfer learning and active transfer learning for reducing calibration data in single-trial classification of visually-evoked potentials. SMC 2014: 2801-2807 - 2013
- [j21]Dongrui Wu
Special Issue on Computational Intelligence and Affective Computing [Guest Editorial]. IEEE Comput. Intell. Mag. 8(2): 17-19 (2013) - [j20]Dongrui Wu
Approaches for Reducing the Computational Cost of Interval Type-2 Fuzzy Logic Systems: Overview and Comparisons. IEEE Trans. Fuzzy Syst. 21(1): 80-99 (2013) - [p2]Dongrui Wu:
Two Differences Between Interval Type-2 and Type-1 Fuzzy Logic Controllers: Adaptiveness and Novelty. Advances in Type-2 Fuzzy Sets and Systems 2013: 33-48 - 2012
- [j19]Albert Y. S. Lam, Michael J. Watts
IEEE CIS Social Media: Have You Joined Our Online Community? [Society Briefs]. IEEE Comput. Intell. Mag. 7(1): 4-79 (2012) - [j18]Jerry M. Mendel, Dongrui Wu
Challenges for Perceptual Computer Applications and How They Were Overcome. IEEE Comput. Intell. Mag. 7(3): 36-47 (2012) - [j17]Xinwang Liu
Study on enhanced Karnik-Mendel algorithms: Initialization explanations and computation improvements. Inf. Sci. 184(1): 75-91 (2012) - [j16]Xinwang Liu
Analytical solution methods for the fuzzy weighted average. Inf. Sci. 187: 151-170 (2012) - [j15]Dongrui Wu
Enhanced Interval Approach for Encoding Words Into Interval Type-2 Fuzzy Sets and Its Convergence Analysis. IEEE Trans. Fuzzy Syst. 20(3): 499-513 (2012) - [j14]Dongrui Wu
On the Fundamental Differences Between Interval Type-2 and Type-1 Fuzzy Logic Controllers. IEEE Trans. Fuzzy Syst. 20(5): 832-848 (2012) - [c29]Dongrui Wu
A reconstruction decoder for the perceptual computer. FUZZ-IEEE 2012: 1-8 - [c28]Dongrui Wu
Fuzzy sets and systems in building closed-loop affective computing systems for human-computer interaction: Advances and new research directions. FUZZ-IEEE 2012: 1-8 - [c27]Dongrui Wu
Twelve considerations in choosing between Gaussian and trapezoidal membership functions in interval type-2 fuzzy logic controllers. FUZZ-IEEE 2012: 1-8 - [c26]Dongrui Wu
An overview of alternative type-reduction approaches for reducing the computational cost of interval type-2 fuzzy logic controllers. FUZZ-IEEE 2012: 1-8 - [c25]Dongrui Wu:
Genetic Algorithm Based Feature Selection for Speaker Trait Classification. INTERSPEECH 2012: 294-297 - 2011
- [j13]Dongrui Wu
Linguistic Summarization Using IF-THEN Rules and Interval Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 19(1): 136-151 (2011) - [j12]Dongrui Wu
On the Continuity of Type-1 and Interval Type-2 Fuzzy Logic Systems. IEEE Trans. Fuzzy Syst. 19(1): 179-192 (2011) - [c24]Dongrui Wu
Active Class Selection for Arousal Classification. ACII (2) 2011: 132-141 - [c23]Dongrui Wu
Inductive Transfer Learning for Handling Individual Differences in Affective Computing. ACII (2) 2011: 142-151 - [c22]Dongrui Wu
P-Map: An Intuitive Plot to Visualize, Understand, and Compare Variable-Gain PI Controllers. AIS 2011: 189-198 - [c21]Dongrui Wu, Maowen Nie:
Comparison and practical implementation of type-reduction algorithms for type-2 fuzzy sets and systems. FUZZ-IEEE 2011: 2131-2138 - [c20]Mohammad Reza Rajati, Jerry M. Mendel, Dongrui Wu
Solving Zadeh's Magnus challenge problem on linguistic probabilities via Linguistic Weighted Averages. FUZZ-IEEE 2011: 2177-2184 - 2010
- [j11]Dongrui Wu
Optimal Arousal Identification and Classification for Affective Computing Using Physiological Signals: Virtual Reality Stroop Task. IEEE Trans. Affect. Comput. 1(2): 109-118 (2010) - [j10]Dongrui Wu
Computing With Words for Hierarchical Decision Making Applied to Evaluating a Weapon System. IEEE Trans. Fuzzy Syst. 18(3): 441-460 (2010) - [c19]Simon Coupland, Jerry M. Mendel, Dongrui Wu
Enhanced Interval Approach for encoding words into interval type-2 fuzzy sets and convergence of the word FOUs. FUZZ-IEEE 2010: 1-8 - [c18]Dongrui Wu
Examining the continuity of type-1 and interval type-2 fuzzy logic systems. FUZZ-IEEE 2010: 1-8 - [c17]Dongrui Wu
Ordered fuzzy weighted averages and ordered linguistic weighted averages. FUZZ-IEEE 2010: 1-7 - [c16]Dongrui Wu
Social Judgment Advisor: An application of the Perceptual Computer. FUZZ-IEEE 2010: 1-8 - [c15]Dongrui Wu
Efficient algorithms for computing a class of subsethood and similarity measures for interval type-2 fuzzy sets. FUZZ-IEEE 2010: 1-7 - [c14]Dongrui Wu
Linguistic summarization using IF-THEN rules. FUZZ-IEEE 2010: 1-8 - [c13]Dongrui Wu
Interval Type-2 Fuzzy PI Controllers: Why They are More Robust. GrC 2010: 802-807 - [c12]Dongrui Wu
Speech emotion estimation in 3D space. ICME 2010: 737-742 - [c11]Dongrui Wu, Thomas D. Parsons, Shrikanth S. Narayanan:
Acoustic feature analysis in speech emotion primitives estimation. INTERSPEECH 2010: 785-788
2000 – 2009
- 2009
- [j9]Dongrui Wu
A comparative study of ranking methods, similarity measures and uncertainty measures for interval type-2 fuzzy sets. Inf. Sci. 179(8): 1169-1192 (2009) - [j8]Dongrui Wu
Enhanced Karnik-Mendel Algorithms. IEEE Trans. Fuzzy Syst. 17(4): 923-934 (2009) - [j7]Dongrui Wu
Perceptual Reasoning for Perceptual Computing: A Similarity-Based Approach. IEEE Trans. Fuzzy Syst. 17(6): 1397-1411 (2009) - [c10]Dongrui Wu
Similarity-based perceptual reasoning for perceptual computing. FUZZ-IEEE 2009: 700-705 - 2008
- [j6]Dongrui Wu
A vector similarity measure for linguistic approximation: Interval type-2 and type-1 fuzzy sets. Inf. Sci. 178(2): 381-402 (2008) - [j5]Jerry M. Mendel, Dongrui Wu
Perceptual Reasoning for Perceptual Computing. IEEE Trans. Fuzzy Syst. 16(6): 1550-1564 (2008) - [j4]Dongrui Wu
Corrections to "Aggregation Using the Linguistic Weighted Average and Interval Type-2 Fuzzy Sets". IEEE Trans. Fuzzy Syst. 16(6): 1664-1666 (2008) - [c9]Dongrui Wu
Perceptual reasoning using interval type-2 fuzzy sets: Properties. FUZZ-IEEE 2008: 1219-1226 - 2007
- [j3]Dongrui Wu
Uncertainty measures for interval type-2 fuzzy sets. Inf. Sci. 177(23): 5378-5393 (2007) - [j2]Dongrui Wu
Aggregation Using the Linguistic Weighted Average and Interval Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 15(6): 1145-1161 (2007) - [c8]Jerry M. Mendel, Dongrui Wu
Cardinality, Fuzziness, Variance and Skewness of Interval Type-2 Fuzzy Sets. FOCI 2007: 375-382 - [c7]Dongrui Wu
A Vector Similarity Measure for Interval Type-2 Fuzzy Sets. FUZZ-IEEE 2007: 1-6 - [c6]Jerry M. Mendel, Dongrui Wu
Perceptual Reasoning: A New Computing with Words Engine. GrC 2007: 446-451 - [c5]Dongrui Wu
A Vector Similarity Measure for Type-1 Fuzzy Sets. IFSA (1) 2007: 575-583 - [p1]Woei Wan Tan, Dongrui Wu
Design of Type-Reduction Strategies for Type-2 Fuzzy Logic Systems using Genetic Algorithms. Advances in Evolutionary Computing for System Design 2007: 169-187 - 2006
- [j1]Dongrui Wu
Genetic learning and performance evaluation of interval type-2 fuzzy logic controllers. Eng. Appl. Artif. Intell. 19(8): 829-841 (2006) - [c4]Dongrui Wu
The Linguistic Weighted Average. FUZZ-IEEE 2006: 566-573 - 2005
- [c3]Dongrui Wu, Woei Wan Tan:
Type-2 FLS Modeling Capability Analysis. FUZZ-IEEE 2005: 242-247 - [c2]Dongrui Wu, Woei Wan Tan:
Computationally Efficient Type-Reduction Strategies for a Type-2 Fuzzy Logic Controller. FUZZ-IEEE 2005: 353-358 - 2004
- [c1]Dongrui Wu
A type-2 fuzzy logic controller for the liquid-level process. FUZZ-IEEE 2004: 953-958
Coauthor Index
Yiu-Ming Cheung
aka: Yiu-ming Cheung
aka: Yiu-ming Cheung
Brent Lance
aka: Brent J. Lance
aka: Brent J. Lance
Vernon Lawhern
aka: Vernon J. Lawhern
aka: Vernon J. Lawhern
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