Junhua Li

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026
Prediction Consistency and Confidence-Based Proxy Domain Construction for Privacy-Preserving in Cross-Subject EEG Classification.
IEEE J. Biomed. Health Informatics, February, 2026

Emotion Transition Recognition Using Multimodal Physiological Signal Fusion.
IEEE Trans. Affect. Comput., 2026

FFTNet: fNIRS-based frequency-enhanced patch network for driving fatigue detection.
Neural Networks, 2026

Towards a nuanced classification of mental fatigue: A comprehensive review of detection techniques and prospective research.
Biomed. Signal Process. Control., 2026

2025
DLGE: Dual Local-Global Encoding for Generalizable Cross-BCI-Paradigm.
CoRR, September, 2025

Cross-BCI, A Cross-BCI-Paradigm Classifica-tion Model Towards Universal BCI Applications.
CoRR, August, 2025

Speaker Disentanglement of Speech Pre-trained Model Based on Interpretability.
CoRR, July, 2025

AdaptEEG: A Deep Subdomain Adaptation Network With Class Confusion Loss for Cross-Subject Mental Workload Classification.
IEEE J. Biomed. Health Informatics, March, 2025

Dual-Brain EEG Decoding for Target Detection via Joint Learning in Shared and Private Spaces.
IEEE Signal Process. Lett., 2025

GSCL-RVT: Generalized supervised contrastive learning with global-local feature fusion for micro-expression recognition.
Pattern Recognit. Lett., 2025

MSC-transformer-based 3D-attention with knowledge distillation for multi-action classification of separate lower limbs.
Neural Networks, 2025

Navigating digital transformation: Assessing the digital literacy of Chinese seafarers.
Inf. Res., 2025

Robustness Prediction of Complex Networks Based on CNN Improved by Graph Representation Learning Operators.
Informatica (Slovenia), 2025

Application of Collaborative Deep Learning Algorithm in the College Student Psychological Screening Service System.
Int. J. Inf. Technol. Syst. Approach, 2025

Constitutive artificial neural network for the construction of an english multimodal Corpus.
Int. Arab J. Inf. Technol., 2025

2024
Driving Fatigue Detection Based on Hybrid Electroencephalography and Eye Tracking.
IEEE J. Biomed. Health Informatics, November, 2024

Two-stage evolutionary algorithm with fuzzy preference indicator for multimodal multi-objective optimization.
Swarm Evol. Comput., 2024

ESAformer: Enhanced Self-Attention for Automatic Speech Recognition.
IEEE Signal Process. Lett., 2024

Application of Measurement Robots based on Deep Learning in Building Tilt Stability Monitoring.
Scalable Comput. Pract. Exp., 2024

The Application of Intelligent Welding Robots and Visual Detection Algorithms in Building Steel Structures.
Scalable Comput. Pract. Exp., 2024

Comprehensive Assessment of Large-Scale Regional Fluvial Flood Exposure Using Public Datasets: A Case Study from China.
ISPRS Int. J. Geo Inf., 2024

Deep Subdomain Adaptation Network Improves Cross-Subject Mental Workload Classification.
Proceedings of the International Conference on Cyberworlds, 2024

2023
Graph adaptive semi-supervised discriminative subspace learning for EEG emotion recognition.
J. King Saud Univ. Comput. Inf. Sci., September, 2023

The Effect of Multiple Factors on Working Memory Capacities: Aging, Task Difficulty, and Training.
IEEE Trans. Biomed. Eng., June, 2023

The quantitative analysis of homoclinic orbits from quadratic isochronous systems.
Commun. Nonlinear Sci. Numer. Simul., June, 2023

GNCformer Enhanced Self-attention for Automatic Speech Recognition.
CoRR, 2023

Sim-T: Simplify the Transformer Network by Multiplexing Technique for Speech Recognition.
CoRR, 2023

Motor Imagery Decoding Enhancement Based on Hybrid EEG-fNIRS Signals.
IEEE Access, 2023

Enhancing IoT Service Interface Through AsyncAPI with Extensions.
Proceedings of the Service Science - CCF 16th International Conference, 2023

Improving IoT Services Through Business-Process-Aligned Modeling Method.
Proceedings of the Service Science - CCF 16th International Conference, 2023

An Evaluation of Hybrid Deep Learning Models for Classifying Multiple Lower Limb Actions.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

An IoT Service Development Framework Driven by Business Event Description.
Proceedings of the Web Information Systems and Applications, 2023

2022
Multikernel Capsule Network for Schizophrenia Identification.
IEEE Trans. Cybern., 2022

Deep Learning in EEG: Advance of the Last Ten-Year Critical Period.
IEEE Trans. Cogn. Dev. Syst., 2022

Effect of Physical and Virtual Feedback on Reach-to-Grasp Movements in Virtual Environments.
IEEE Trans. Cogn. Dev. Syst., 2022

Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example.
Neural Process. Lett., 2022

A self-organizing map approach for constrained multi-objective optimization problems.
Complex Intell. Syst., 2022

A competitive swarm optimizer with probabilistic criteria for many-objective optimization problems.
Complex Intell. Syst., 2022

An exploratory study of transfer learning frameworks in the context of few available shots of neurophysiological signals.
Comput. Electr. Eng., 2022

Effects of Rest-Break on mental fatigue recovery based on EEG dynamic functional connectivity.
Biomed. Signal Process. Control., 2022

ED-AnoNet: Elastic Distortion-Based Unsupervised Network for OCT Image Anomaly Detection.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Feature Fusion-Based Capsule Network for Cross-Subject Mental Workload Classification.
Proceedings of the Brain Informatics - 15th International Conference, 2022

2021
Performance Enhancement of P300 Detection by Multiscale-CNN.
IEEE Trans. Instrum. Meas., 2021

EEG-Based Multiclass Workload Identification Using Feature Fusion and Selection.
IEEE Trans. Instrum. Meas., 2021

Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization.
IEEE Trans. Cogn. Dev. Syst., 2021

A strengthened diversity indicator and reference vector-based evolutionary algorithm for many-objective optimization.
Soft Comput., 2021

Spatiotemporal Downscaling of GRACE Total Water Storage Using Land Surface Model Outputs.
Remote. Sens., 2021

Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding.
Frontiers Comput. Neurosci., 2021

Model Optimization of Servo System Based on Internal Model Control.
Proceedings of the 13th International Conference on Advanced Infocomm Technology, 2021

2020
Regression-Based Continuous Driving Fatigue Estimation: Toward Practical Implementation.
IEEE Trans. Cogn. Dev. Syst., 2020

An enhanced-indicator based many-objective evolutionary algorithm with adaptive reference point.
Swarm Evol. Comput., 2020

EEG-based approach for recognizing human social emotion perception.
Adv. Eng. Informatics, 2020

Diverse Feature Blend Based on Filter-Bank Common Spatial Pattern and Brain Functional Connectivity for Multiple Motor Imagery Detection.
IEEE Access, 2020

An Approach of One-vs-Rest Filter Bank Common Spatial Pattern and Spiking Neural Networks for Multiple Motor Imagery Decoding.
IEEE Access, 2020

An Evolutionary Algorithm for Many-Objective Optimization Based on Indicator and Vector-Angle Decomposition.
IEEE Access, 2020

An Improved Tabu Search Algorithm for the Stochastic Vehicle Routing Problem With Soft Time Windows.
IEEE Access, 2020

Sub-Region Warranty Differential Pricing Optimization Strategy Based on Regional Granularity of Use Reliability.
IEEE Access, 2020

The Effect of Longitudinal Training on Working Memory Capacities: An Exploratory EEG Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
A diversity ranking based evolutionary algorithm for multi-objective and many-objective optimization.
Swarm Evol. Comput., 2019

Prophage Hunter: an integrative hunting tool for active prophages.
Nucleic Acids Res., 2019

Multi-Kernel Capsule Network for Schizophrenia Identification.
CoRR, 2019

Classification of brain signal (EEG) induced by shape-analogous letter perception.
Adv. Eng. Informatics, 2019

What Are Spectral and Spatial Distributions of EEG-EMG Correlations in Overground Walking? An Exploratory Study.
IEEE Access, 2019

An Adaptative Reference Vector Based Evolutionary Algorithm for Many-Objective Optimization.
IEEE Access, 2019

Monitoring Post Landslide Activity from Radarsat Constellation Mission.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Alos and Radarsat Synergies in Geological Investigations.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Cortical Functional Connectivity during Praxis in Autism Spectrum Disorder.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Using SAR-Derived Vegetation Descriptors in a Water Cloud Model to Improve Soil Moisture Retrieval.
Remote. Sens., 2018

Circular trace transform and its PCA-based fusion features for image representation.
IET Image Process., 2018

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, 2018

A model for downscaling SMOS soil moisture using Sentinel-1 SAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Emergence of Chimera-like States in Prefrontal-Cortex Macaque Intracranial Recordings.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

Insar Monitoring of Pipeline Routes.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Performance Improvement of Driving Fatigue Identification Based on Power Spectra and Connectivity Using Feature Level and Decision Level Fusions.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study.
Proceedings of the 2018 International Conference on Cyberworlds, 2018

Classifying Brain Activities in Perception of Shape-Analogous English Letters Based on EEG Signal.
Proceedings of the 2018 International Conference on Cyberworlds, 2018

A Multilayer Network Approach for Studying Creative Ideation from EEG.
Proceedings of the Brain Informatics - International Conference, 2018

K-mer Counting: memory-efficient strategy, parallel computing and field of application for Bioinformatics.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Canonical Polyadic Decomposition With Auxiliary Information for Brain-Computer Interface.
IEEE J. Biomed. Health Informatics, 2017

The effects of a mid-task break on the brain connectome in healthy participants: A resting-state functional MRI study.
NeuroImage, 2017

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., 2017

A new perspective of noise removal from EEG.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Identification of gait-related brain activity using electroencephalographic signals.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

State Identification of Cabinets Based on Convolution Neural Network.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Biomechanical effects of robot assisted walking on knee joint kinematics and muscle activation pattern.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

Driving Mental Fatigue Classification Based on Brain Functional Connectivity.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
Decoding EEG in Cognitive Tasks With Time-Frequency and Connectivity Masks.
IEEE Trans. Cogn. Dev. Syst., 2016

A robotic knee exoskeleton for walking assistance and connectivity topology exploration in EEG signal.
Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016

2015
Disentangling type 2 diabetes and metformin treatment signatures in the human gut microbiota.
Nat., 2015

Feature learning from incomplete EEG with denoising autoencoder.
Neurocomputing, 2015

InSAR deformation monitoring of the Canadian oil sands from RADARSAT 2 and COSMO SkyMed images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Vigilance Differentiation from EEG Complexity Attributes.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Eye tracking and EEG synchronization to analyze microsaccades during a workload task.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multi-tensor Completion with Common Structures.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Canonical Polyadic Decomposition with Assistant Information for Brain Computer Interface.
CoRR, 2014

InSAR monitoring of surface deformation induced by steam injection in the Athabasca oil sands, Canada.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Deep Learning of Multifractal Attributes from Motor Imagery Induced EEG.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013
Design of assistive Wheelchair System directly Steered by Human Thoughts.
Int. J. Neural Syst., 2013

A Frequency Boosting Method for Motor Imagery EEG Classification in BCI-FES Rehabilitation Training System.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Causal Neurofeedback Based BCI-FES Rehabilitation for Post-stroke Patients.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Spectral Power Estimation for Unevenly Spaced Motor Imagery Data.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Single-trial discrimination of EEG signals for stroke patients: A general multi-way analysis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A competitive brain computer interface: Multi-person car racing system.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Combining ERPs and EEG spectral features for decoding intended movement direction.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Prioritizing cancer-related genes with aberrant methylation based on a weighted protein-protein interaction network.
BMC Syst. Biol., 2011

2010
Multi-modal EEG Online Visualization and Neuro-Feedback.
Proceedings of the Advances in Neural Networks, 2010

2008
A new failure detection method and its application in leak monitor of pipeline.
Proceedings of the 10th International Conference on Control, 2008


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