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Junhua Li
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2020 – today
- 2024
- [j45]Wei Zhang, Junhua Li:
Application of Measurement Robots based on Deep Learning in Building Tilt Stability Monitoring. Scalable Comput. Pract. Exp. 25(5): 3314-3321 (2024) - [j44]Wei Zhang, Junhua Li:
The Application of Intelligent Welding Robots and Visual Detection Algorithms in Building Steel Structures. Scalable Comput. Pract. Exp. 25(5): 4265-4273 (2024) - [j43]Junhua Li, Zhikui Duan, Shiren Li, Xinmei Yu, Guangguang Yang:
ESAformer: Enhanced Self-Attention for Automatic Speech Recognition. IEEE Signal Process. Lett. 31: 471-475 (2024) - [j42]Yinghong Xie, Junhua Li, Yufei Li, Wenhao Zhu, Chaoqing Dai:
Two-stage evolutionary algorithm with fuzzy preference indicator for multimodal multi-objective optimization. Swarm Evol. Comput. 85: 101480 (2024) - 2023
- [j41]Tao Xu, Zhengkang Zhou, Yuliang Yang, Yu Li, Junhua Li, Anastasios Bezerianos, Hongtao Wang:
Motor Imagery Decoding Enhancement Based on Hybrid EEG-fNIRS Signals. IEEE Access 11: 65277-65288 (2023) - [j40]Hailing Wang, Junhua Li, Zuxiong Li, Zhusong Chu, Zhang Chen, Yezhi Lin:
The quantitative analysis of homoclinic orbits from quadratic isochronous systems. Commun. Nonlinear Sci. Numer. Simul. 121: 107199 (2023) - [j39]Fengzhe Jin, Yong Peng, Feiwei Qin, Junhua Li, Wanzeng Kong:
Graph adaptive semi-supervised discriminative subspace learning for EEG emotion recognition. J. King Saud Univ. Comput. Inf. Sci. 35(8): 101648 (2023) - [j38]Tao Xu, Jiajia Huang, Zian Pei, Jiaqing Chen, Junhua Li, Anastasios Bezerianos, Nitish V. Thakor, Hongtao Wang:
The Effect of Multiple Factors on Working Memory Capacities: Aging, Task Difficulty, and Training. IEEE Trans. Biomed. Eng. 70(6): 1967-1978 (2023) - [c37]Junhua Li, Guiling Wang, Jianhang Hu, Hai Wang, Haoran Zhang:
An IoT Service Development Framework Driven by Business Event Description. WISA 2023: 527-538 - [c36]Zilu Wang, Ian Daly, Junhua Li:
An Evaluation of Hybrid Deep Learning Models for Classifying Multiple Lower Limb Actions. EMBC 2023: 1-4 - [i6]Guangyong Wei, Zhikui Duan, Shiren Li, Guangguang Yang, Xinmei Yu, Junhua Li:
Sim-T: Simplify the Transformer Network by Multiplexing Technique for Speech Recognition. CoRR abs/2304.04991 (2023) - [i5]Junhua Li, Zhikui Duan, Shiren Li, Xinmei Yu, Guangguang Yang:
GNCformer Enhanced Self-attention for Automatic Speech Recognition. CoRR abs/2305.12755 (2023) - 2022
- [j37]Tao Xu, Linfeng Xu, Hongfei Zhang, Zhouyu Ji, Junhua Li, Anastasios Bezerianos, Hongtao Wang:
Effects of Rest-Break on mental fatigue recovery based on EEG dynamic functional connectivity. Biomed. Signal Process. Control. 77: 103806 (2022) - [j36]Yizhi Lv, Jianing Xue, Feng Duan, Zhe Sun, Junhua Li:
An exploratory study of transfer learning frameworks in the context of few available shots of neurophysiological signals. Comput. Electr. Eng. 101: 108091 (2022) - [j35]Feng Duan, Yizhi Lv, Zhe Sun, Junhua Li:
Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example. Neural Process. Lett. 54(3): 2455-2470 (2022) - [j34]Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li:
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period. IEEE Trans. Cogn. Dev. Syst. 14(2): 348-365 (2022) - [j33]Qiuwen Cai, Junhua Li, Jinyi Long:
Effect of Physical and Virtual Feedback on Reach-to-Grasp Movements in Virtual Environments. IEEE Trans. Cogn. Dev. Syst. 14(2): 708-714 (2022) - [j32]Tian Wang, Anastasios Bezerianos, Andrzej Cichocki, Junhua Li:
Multikernel Capsule Network for Schizophrenia Identification. IEEE Trans. Cybern. 52(6): 4741-4750 (2022) - [c35]Yinhu Yu, Junhua Li:
Feature Fusion-Based Capsule Network for Cross-Subject Mental Workload Classification. BI 2022: 164-174 - [c34]Yajing Li, Junhua Li, Hailan Shen, Zailiang Chen:
ED-AnoNet: Elastic Distortion-Based Unsupervised Network for OCT Image Anomaly Detection. PRCV (2) 2022: 3-15 - 2021
- [j31]Chun-Shu Wei, Corey J. Keller, Junhua Li, Yuan-Pin Lin, Masaki Nakanishi, Johanna Wagner, Wei Wu, Yu Zhang, Tzyy-Ping Jung:
Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding. Frontiers Comput. Neurosci. 15: 791129 (2021) - [j30]Detang Zhong, Shusen Wang, Junhua Li:
Spatiotemporal Downscaling of GRACE Total Water Storage Using Land Surface Model Outputs. Remote. Sens. 13(5): 900 (2021) - [j29]Wenjing Sun, Junhua Li:
A strengthened diversity indicator and reference vector-based evolutionary algorithm for many-objective optimization. Soft Comput. 25(15): 10257-10273 (2021) - [j28]Hongtao Wang, Xucheng Liu, Junhua Li, Tao Xu, Anastasios Bezerianos, Yu Sun, Feng Wan:
Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization. IEEE Trans. Cogn. Dev. Syst. 13(3): 668-678 (2021) - [j27]Zian Pei, Hongtao Wang, Anastasios Bezerianos, Junhua Li:
EEG-Based Multiclass Workload Identification Using Feature Fusion and Selection. IEEE Trans. Instrum. Meas. 70: 1-8 (2021) - [j26]Hongtao Wang, Zian Pei, Linfeng Xu, Tao Xu, Anastasios Bezerianos, Yu Sun, Junhua Li:
Performance Enhancement of P300 Detection by Multiscale-CNN. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [c33]Yanjun Li, Min Zhang, Yan Dong, Yang Liu, Benzhen Lin, Junhua Li:
Model Optimization of Servo System Based on Internal Model Control. ICAIT 2021: 85-90 - 2020
- [j25]Hongtao Wang, Cong Tang, Tao Xu, Ting Li, Linfeng Xu, Hongwei Yue, Peng Chen, Junhua Li, Anastasios Bezerianos:
An Approach of One-vs-Rest Filter Bank Common Spatial Pattern and Spiking Neural Networks for Multiple Motor Imagery Decoding. IEEE Access 8: 86850-86861 (2020) - [j24]Lilin Jie, Weidong Liu, Ming Li, Junhua Li:
Sub-Region Warranty Differential Pricing Optimization Strategy Based on Regional Granularity of Use Reliability. IEEE Access 8: 95523-95539 (2020) - [j23]Hongtao Wang, Tao Xu, Cong Tang, Hongwei Yue, Chuangquan Chen, Linfeng Xu, Zian Pei, Jiajun Dong, Anastasios Bezerianos, Junhua Li:
Diverse Feature Blend Based on Filter-Bank Common Spatial Pattern and Brain Functional Connectivity for Multiple Motor Imagery Detection. IEEE Access 8: 155590-155601 (2020) - [j22]Guoming Li, Junhua Li:
An Improved Tabu Search Algorithm for the Stochastic Vehicle Routing Problem With Soft Time Windows. IEEE Access 8: 158115-158124 (2020) - [j21]Wenjing Sun, Junhua Li:
An Evolutionary Algorithm for Many-Objective Optimization Based on Indicator and Vector-Angle Decomposition. IEEE Access 8: 195089-195101 (2020) - [j20]Li Zhu, Chongwei Su, Jianhai Zhang, Gaochao Cui, Andrzej Cichocki, Changle Zhou, Junhua Li:
EEG-based approach for recognizing human social emotion perception. Adv. Eng. Informatics 46: 101191 (2020) - [j19]Junhua Li, Guoyu Chen, Ming Li, Hao Chen:
An enhanced-indicator based many-objective evolutionary algorithm with adaptive reference point. Swarm Evol. Comput. 55: 100669 (2020) - [j18]Rohit Bose, Hongtao Wang, Andrei Dragomir, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li:
Regression-Based Continuous Driving Fatigue Estimation: Toward Practical Implementation. IEEE Trans. Cogn. Dev. Syst. 12(2): 323-331 (2020) - [c32]Zian Pei, Tao Xu, Anastasios Bezerianos, Junhua Li, Yu Sun, Hongtao Wang:
The Effect of Longitudinal Training on Working Memory Capacities: An Exploratory EEG Study. EMBC 2020: 42-45 - [i4]Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li:
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period. CoRR abs/2011.11128 (2020)
2010 – 2019
- 2019
- [j17]Junhua Li, Guoyu Chen, Ming Li, Hao Chen:
An Adaptative Reference Vector Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Access 7: 80506-80518 (2019) - [j16]Junhua Li, Georgios N. Dimitrakopoulos, Pavithra Thangavel, Gong Chen, Yu Sun, Zhao Guo, Haoyong Yu, Nitish V. Thakor, Anastasios Bezerianos:
What Are Spectral and Spatial Distributions of EEG-EMG Correlations in Overground Walking? An Exploratory Study. IEEE Access 7: 143935-143946 (2019) - [j15]Rohit Bose, Sim Kuan Goh, Kian Foong Wong, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li:
Classification of brain signal (EEG) induced by shape-analogous letter perception. Adv. Eng. Informatics 42 (2019) - [j14]Wenchen Song, Hai-Xi Sun, Carolyn Zhang, Li Cheng, Ye Peng, Ziqing Deng, Dan Wang, Yun Wang, Ming Hu, Wenen Liu, Huanming Yang, Yue Shen, Junhua Li, Lingchong You, Minfeng Xiao:
Prophage Hunter: an integrative hunting tool for active prophages. Nucleic Acids Res. 47(Webserver-Issue): W74-W80 (2019) - [j13]Guoyu Chen, Junhua Li:
A diversity ranking based evolutionary algorithm for multi-objective and many-objective optimization. Swarm Evol. Comput. 48: 274-287 (2019) - [c31]Jonathan Harvy, Joshua B. Ewen, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li:
Cortical Functional Connectivity during Praxis in Autism Spectrum Disorder. EMBC 2019: 333-336 - [c30]Vern Singhroy, Junhua Li, Mary-Anne Fobert:
Alos and Radarsat Synergies in Geological Investigations. IGARSS 2019: 4719-4722 - [c29]Vern Singhroy, Junhua Li, Mary-Anne Fobert, Ching-Fang Lee, Mrinmoy Kumar Das:
Monitoring Post Landslide Activity from Radarsat Constellation Mission. IGARSS 2019: 5855-5858 - [i3]Tian Wang, Anastasios Bezerianos, Andrzej Cichocki, Junhua Li:
Multi-Kernel Capsule Network for Schizophrenia Identification. CoRR abs/1907.12827 (2019) - 2018
- [j12]Junhua Li, Shusen Wang, Grant Gunn, Pamela Joosse, Hazen A. J. Russell:
A model for downscaling SMOS soil moisture using Sentinel-1 SAR data. Int. J. Appl. Earth Obs. Geoinformation 72: 109-121 (2018) - [j11]Junhua Li, Shusen Wang:
A new method for generating a clear-sky Landsat composite for cropland from cloud-contaminated Landsat-7 and Landsat-8 images. Int. J. Digit. Earth 11(5): 533-545 (2018) - [j10]Yuling Wang, Ming Li, Guoyun Zhong, Junhua Li, Yuming Lu:
Circular trace transform and its PCA-based fusion features for image representation. IET Image Process. 12(10): 1797-1806 (2018) - [j9]Junhua Li, Shusen Wang:
Using SAR-Derived Vegetation Descriptors in a Water Cloud Model to Improve Soil Moisture Retrieval. Remote. Sens. 10(9): 1370 (2018) - [c28]Ming Xiao, Jiakun Li, Song Hong, Yongtao Yang, Junhua Li, Jianxin Wang, Jian Yang, Wenbiao Ding, Le Zhang:
K-mer Counting: memory-efficient strategy, parallel computing and field of application for Bioinformatics. BIBM 2018: 2561-2567 - [c27]Rohit Bose, Kumar Ashutosh, Junhua Li, Andrei Dragomir, Nitish V. Thakor, Anastasios Bezerianos:
A Multilayer Network Approach for Studying Creative Ideation from EEG. BI 2018: 294-303 - [c26]Rohit Bose, Sim Kuan Goh, Kian Foong Wong, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li:
Classifying Brain Activities in Perception of Shape-Analogous English Letters Based on EEG Signal. CW 2018: 184-190 - [c25]Li Zhu, Fabien Lotte, Gaochao Cui, Junhua Li, Changle Zhou, Andrzej Cichocki:
Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study. CW 2018: 199-206 - [c24]Jonathan Harvy, Evangelos Sigalas, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li:
Performance Improvement of Driving Fatigue Identification Based on Power Spectra and Connectivity Using Feature Level and Decision Level Fusions. EMBC 2018: 102-105 - [c23]Vernon H. Singhroy, Junhua Li, Andrée Blais-Stevens, Mary-Anne Fobert:
Insar Monitoring of Pipeline Routes. IGARSS 2018: 212-215 - [c22]Jiancong He, Guoxu Zhou, Hongtao Wang, Evangelos Sigalas, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li:
Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG. PRNI 2018: 1-4 - [c21]Evangelos Sigalas, Junhua Li, Anastasios Bezerianos, Chris G. Antonopoulos:
Emergence of Chimera-like States in Prefrontal-Cortex Macaque Intracranial Recordings. PRNI 2018: 1-4 - 2017
- [j8]Junhua Li, Yu Chen, Fumihiko Taya, Julian Lim, Kianfoong Wong, Yu Sun, Anastasios Bezerianos:
A unified canonical correlation analysis-based framework for removing gradient artifact in concurrent EEG/fMRI recording and motion artifact in walking recording from EEG signal. Medical Biol. Eng. Comput. 55(9): 1669-1681 (2017) - [j7]Yu Sun, Julian Lim, Zhongxiang Dai, Kianfoong Wong, Fumihiko Taya, Yu Chen, Junhua Li, Nitish V. Thakor, Anastasios Bezerianos:
The effects of a mid-task break on the brain connectome in healthy participants: A resting-state functional MRI study. NeuroImage 152: 19-30 (2017) - [j6]Junhua Li, Chao Li, Andrzej Cichocki:
Canonical Polyadic Decomposition With Auxiliary Information for Brain-Computer Interface. IEEE J. Biomed. Health Informatics 21(1): 263-271 (2017) - [c20]Georgios N. Dimitrakopoulos, Ioannis Kakkos, Aristidis G. Vrahatis, Kyriakos N. Sgarbas, Junhua Li, Yu Sun, Anastasios Bezerianos:
Driving Mental Fatigue Classification Based on Brain Functional Connectivity. EANN 2017: 465-474 - [c19]Pavithra Thangavel, S. Vidhya, Junhua Li, Effie Chew, Anastasios Bezerianos, Haoyong Yu:
Biomechanical effects of robot assisted walking on knee joint kinematics and muscle activation pattern. ICORR 2017: 252-257 - [c18]Defeng Li, Ming Liu, Xiaogang Xu, Junhua Li:
State Identification of Cabinets Based on Convolution Neural Network. ICPADS 2017: 761-764 - [c17]Junhua Li, Chao Li, Nitish V. Thakor, Andrzej Cichocki, Anastasios Bezerianos:
A new perspective of noise removal from EEG. NER 2017: 501-504 - [c16]Jingwen Chai, Gong Chen, Pavithra Thangavel, Georgios N. Dimitrakopoulos, Ioannis Kakkos, Yu Sun, Zhongxiang Dai, Haoyong Yu, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li:
Identification of gait-related brain activity using electroencephalographic signals. NER 2017: 548-551 - 2016
- [j5]Junhua Li, Yijun Wang, Liqing Zhang, Andrzej Cichocki, Tzyy-Ping Jung:
Decoding EEG in Cognitive Tasks With Time-Frequency and Connectivity Masks. IEEE Trans. Cogn. Dev. Syst. 8(4): 298-308 (2016) - [c15]Junhua Li, Gong Chen, Pavithra Thangavel, Haoyong Yu, Nitish V. Thakor, Anastasios Bezerianos, Yu Sun:
A robotic knee exoskeleton for walking assistance and connectivity topology exploration in EEG signal. BioRob 2016: 1068-1073 - 2015
- [j4]Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki:
Feature learning from incomplete EEG with denoising autoencoder. Neurocomputing 165: 23-31 (2015) - [j3]Kristoffer Forslund, Falk Hildebrand, Trine Nielsen, Gwen Falony, Emmanuelle Le Chatelier, Shinichi Sunagawa, Edi Prifti, Sara Vieira-Silva, Valborg Gudmundsdottir, Helle Krogh Pedersen, Manimozhiyan Arumugam, Karsten Kristiansen, Anita Yvonne Voigt, Henrik Vestergaard, Rajna Hercog, Paul I. Costea, Jens Roat Kultima, Junhua Li, Torben Jørgensen, Florence Levenez, Joël Dore, Henrik Bjørn Nielsen, Søren Brunak, Jeroen Raes, Torben Hansen, Jun Wang, S. Dusko Ehrlich, Peer Bork, Oluf Pedersen:
Disentangling type 2 diabetes and metformin treatment signatures in the human gut microbiota. Nat. 528(7582): 262-266 (2015) - [c14]Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo:
Multi-tensor Completion with Common Structures. AAAI 2015: 2743-2749 - [c13]Indu P. Bodala, Sunil L. Kukreja, Junhua Li, Nitish V. Thakor, Hasan Al-Nashash:
Eye tracking and EEG synchronization to analyze microsaccades during a workload task. EMBC 2015: 7994-7997 - [c12]Junhua Li, Indu P. Prasad, Justin Dauwels, Nitish V. Thakor, Hasan Al-Nashash:
Vigilance Differentiation from EEG Complexity Attributes. ICONIP (4) 2015: 199-206 - [c11]Vern Singhroy, Junhua Li:
InSAR deformation monitoring of the Canadian oil sands from RADARSAT 2 and COSMO SkyMed images. IGARSS 2015: 1523-1526 - 2014
- [c10]Junhua Li, Andrzej Cichocki:
Deep Learning of Multifractal Attributes from Motor Imagery Induced EEG. ICONIP (1) 2014: 503-510 - [c9]Vern Singhroy, Junhua Li, Sergey V. Samsonov, Luyi Shen, Jill Pearse:
InSAR monitoring of surface deformation induced by steam injection in the Athabasca oil sands, Canada. IGARSS 2014: 4796-4799 - [i2]Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki:
Feature Learning from Incomplete EEG with Denoising Autoencoder. CoRR abs/1410.0818 (2014) - [i1]Junhua Li, Chao Li, Andrzej Cichocki:
Canonical Polyadic Decomposition with Assistant Information for Brain Computer Interface. CoRR abs/1410.6313 (2014) - 2013
- [j2]Junhua Li, Jianyi Liang, Qibin Zhao, Jie Li, Kan Hong, Liqing Zhang:
Design of assistive Wheelchair System directly Steered by Human Thoughts. Int. J. Neural Syst. 23(3) (2013) - [c8]Junhua Li, Ye Liu, Zhen Lu, Liqing Zhang:
A competitive brain computer interface: Multi-person car racing system. EMBC 2013: 2200-2203 - [c7]Ye Liu, Mingfen Li, Hao Zhang, Junhua Li, Jie Jia, Yi Wu, Jianting Cao, Liqing Zhang:
Single-trial discrimination of EEG signals for stroke patients: A general multi-way analysis. EMBC 2013: 2204-2207 - [c6]Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki:
Spectral Power Estimation for Unevenly Spaced Motor Imagery Data. ICONIP (1) 2013: 168-175 - [c5]Hang Wang, Ye Liu, Hao Zhang, Junhua Li, Liqing Zhang:
Causal Neurofeedback Based BCI-FES Rehabilitation for Post-stroke Patients. ICONIP (1) 2013: 419-426 - [c4]Jianyi Liang, Hao Zhang, Ye Liu, Hang Wang, Junhua Li, Liqing Zhang:
A Frequency Boosting Method for Motor Imagery EEG Classification in BCI-FES Rehabilitation Training System. ISNN (2) 2013: 284-291 - 2012
- [c3]Junhua Li, Yijun Wang, Liqing Zhang, Tzyy-Ping Jung:
Combining ERPs and EEG spectral features for decoding intended movement direction. EMBC 2012: 1769-1772 - 2011
- [j1]Hui Liu, Jianzhong Su, Junhua Li, Hongbo Liu, Jie Lv, Boyan Li, Hong Qiao, Yan Zhang:
Prioritizing cancer-related genes with aberrant methylation based on a weighted protein-protein interaction network. BMC Syst. Biol. 5: 158 (2011) - 2010
- [c2]Kan Hong, Liqing Zhang, Jie Li, Junhua Li:
Multi-modal EEG Online Visualization and Neuro-Feedback. ISNN (2) 2010: 360-367
2000 – 2009
- 2008
- [c1]Junhua Li, Wenbai Liu, Zhaochen Sun, Li Cui:
A new failure detection method and its application in leak monitor of pipeline. ICARCV 2008: 1178-1182
Coauthor Index
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