Non-Force-Sensing Variable Admittance Control of Lower Limb Rehabilitation Exoskeleton Robots Using Class κ<sub>∞</sub> Function-Based Adaptive Sliding Mode.

[BibT_eX]

[DOI]

Zhe Sun

Tianyu Chai

IEEE Trans Autom. Sci. Eng., 2025

AnoOnly: Semi-supervised anomaly detection with the only loss on anomalies.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

Learned distributed image compression with decoder side information.

[BibT_eX]

[DOI]

Digit. Commun. Networks, 2025

Geometric Gradient Divergence Modulation for Imbalanced Multimodal Learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Heterogeneous Graph Embedding for Multimodal Multi-Label Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Real-Time Anomaly Detection and Completion in Data Streams Based on RRCF and RTHaLRTC Tensor Completion.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 32nd International Conference, 2025

Social Optimum Assisted Gradient Modulation for Imbalanced Multimodal Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

DSDIR: A Two-Stage Method for Addressing Noisy Long-Tailed Problems in Malicious Traffic Detection.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

So Far Yet So Near: Time Series Data Augmentation with Exploring non-Semantic Boundaries based on Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Consistent Video Compression using H.266/VVC based on Spatio-Temporal Color Gradients.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Symposium on Computing and Networking, CANDAR 2025, 2025

Analyzing Cognitive Patterns in Gifted Children Using MRI and Morphometric Similarity Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

2024

Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., June, 2024

Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer's Disease.

[BibT_eX]

[DOI]

Cogn. Comput., January, 2024

Adaptive fuzzy sliding mode control of uncertain nonholonomic wheeled mobile robot with external disturbance and actuator saturation.

[BibT_eX]

[DOI]

Inf. Sci., 2024

Enabling temporal-spectral decoding in multi-class single-side upper limb classification.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

Revolutionizing MRI Data Processing Using FSL: Preliminary Findings with the Fugaku Supercomputer.

[BibT_eX]

[DOI]

CoRR, 2024

CORTEX: Large-Scale Brain Simulator Utilizing Indegree Sub-Graph Decomposition on Fugaku Supercomputer.

[BibT_eX]

[DOI]

CoRR, 2024

MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification.

[BibT_eX]

[DOI]

CoRR, 2024

Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2024

Effective network analysis in music listening based on electroencephalogram.

[BibT_eX]

[DOI]

Ying Tan

Zhe Sun

Xiangbin Teng

Pauline Larrouy-Maestri

Feng Duan

Shigeki Aoki

Comput. Electr. Eng., 2024

Image Compressed Sensing Based on Vision-Inspired Importance Maps.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2024

Online Hand Movement Recognition System with EEG-EMG Fusion Using One-Dimensional Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Cross View Capture for Distributed Image Compression with Decoder Side Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Enhancing Large Scale Brain Simulation with Optimized Parallel Algorithms on Fugaku Supercomputer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2024

An Insight Into Neurodegeneration: Harnessing Functional MRI Connectivity in the Diagnosis of Mild Cognitive Impairment.

[BibT_eX]

[DOI]

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Special Issue "Machine Learning Methods for Biomedical Data Analysis".

[BibT_eX]

[DOI]

Sensors, December, 2023

Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, August, 2023

Privacy-Preserving Multi-Source Domain Adaptation for Medical Data.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, February, 2023

Underwater sEMG-based recognition of hand gestures using tensor decomposition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., January, 2023

A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials.

[BibT_eX]

[DOI]

Cogn. Comput., January, 2023

Fuzzy adaptive recursive terminal sliding mode control for an agricultural omnidirectional mobile robot.

[BibT_eX]

[DOI]

Comput. Electr. Eng., January, 2023

Brain Simulation and Spiking Neural Networks.

[BibT_eX]

[DOI]

Cogn. Comput., 2023

TMOVF: A Task-Agnostic Model Ownership Verification Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2022

Domain classifier-based transfer learning for visual attention prediction.

[BibT_eX]

[DOI]

World Wide Web, 2022

Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example.

[BibT_eX]

[DOI]

Neural Process. Lett., 2022

Attack-Resilient Control Against FDI Attacks in Cyber-Physical Systems.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2022

Enabling Temporal-Spectral Decoding in Pre-movement Detection.

[BibT_eX]

[DOI]

CoRR, 2022

Towards Multi-class Pre-movement Classification.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Pre-movement Pattern Detection with Filter Bank Selection.

[BibT_eX]

[DOI]

CoRR, 2022

Generating news image captions with semantic discourse extraction and contrastive style-coherent learning.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2022

An exploratory study of transfer learning frameworks in the context of few available shots of neurophysiological signals.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2022

Accurate indoor location awareness based on machine learning of environmental sensing data.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2022

Tensor completion algorithms for estimating missing values in multi-channel audio signals.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2022

Data augmentation for Convolutional LSTM based brain computer interface system.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

Robust Control of a 2-DOF Lower Limb Exoskeleton Rehabilitation Robot Using Nonsingular Terminal Sliding Mode.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Control & Automation, 2022

Obstacle-avoidance path planning and tracking control of an autonomous vehicle.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Control & Automation, 2022

Robust Control of a Vehicle Steer-by-Wire System Using Recursive Terminal Sliding Mode.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Control & Automation, 2022

Preliminary Results on the Generation of Artificial Handwriting Data Using a Decomposition-Recombination Strategy.

[BibT_eX]

[DOI]

José Fernando Adrán Otero

Oscar Soláns Caballer

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Serial-EMD: Fast empirical mode decomposition method for multi-dimensional signals based on serialization.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Component-mixing strategy: A decomposition-based data augmentation algorithm for motor imagery signals.

[BibT_eX]

[DOI]

Neurocomputing, 2021

A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Entropy, 2021

L3C-Stereo: Lossless Compression for Stereo Images.

[BibT_eX]

[DOI]

CoRR, 2021

Decoding Premovement Patterns with Task-Related Component Analysis.

[BibT_eX]

[DOI]

Cogn. Comput., 2021

A Study of the Brain Network Connectivity in Visual-Word Pairing Associative Learning and Episodic Memory Reactivating Task.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2021

A multimodal emotion recognition method based on facial expressions and electroencephalography.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2021

WLnet: Towards an Approach for Robust Workload Estimation Based on Shallow Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2021

Joint Distribution Adaptation Network for Multi-source Electroencephalogram-based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

A UA-net based Salient Object Detection Method for UAV.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

Mind Control of a Service Robot with Visual Servoing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Data Tampering Attack Design for ROS-Based Object Detection and Tracking Robotic Platform.

[BibT_eX]

[DOI]

Proceedings of the 2021 International Conference on Control, 2021

Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

News Content Completion with Location-Aware Image Selection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Collision-avoidance steering control for autonomous vehicles using neural network-based adaptive integral terminal sliding mode.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2020

A Novel Multimodal Approach for Hybrid Brain-Computer Interface.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

The Effect of Treadmill Walking on Gait and Upper Trunk through Linear and Nonlinear Analysis Methods.

[BibT_eX]

[DOI]

Sensors, 2019

Adaptive fuzzy sliding mode control design for vehicle steer-by-wire systems.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2019

A framework for quantum homomorphic encryption with experimental demonstration.

[BibT_eX]

[DOI]

CoRR, 2019

A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

Adaptive Integral Terminal Sliding Mode Control for Automobile Electronic Throttle via an Uncertainty Observer and Experimental Validation.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

Sliding mode-based active disturbance rejection control for vehicle steer-by-wire systems.

[BibT_eX]

[DOI]

IET Cyper-Phys. Syst.: Theory & Appl., 2018

HAVAE: Learning Prosodic-Enhanced Representations of Rap Lyrics.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2016

Robust Control of a Vehicle Steer-by-Wire System Using Adaptive Sliding Mode.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2016

Zhe Sun

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