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Advanced Machine-Learning Methods for Brain-Computer Interfacing
Lv, Zhihan, Qiao, Liang, Wang, Qingjun, Piccialli, Francesco
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.09.2021)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.09.2021)
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Activities of Daily Living-Based Rehabilitation System for Arm and Hand Motor Function Retraining After Stroke
Song, Xinyu, Van De Ven, Shirdi Shankara, Liu, Lanlan, Wouda, Frank J., Wang, Hong, Shull, Peter B.
Published in IEEE transactions on neural systems and rehabilitation engineering (2022)
Published in IEEE transactions on neural systems and rehabilitation engineering (2022)
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Hierarchical Transformer for Motor Imagery-Based Brain Computer Interface
Deny, Permana, Cheon, Saewon, Son, Hayoung, Choi, Kae Won
Published in IEEE journal of biomedical and health informatics (01.11.2023)
Published in IEEE journal of biomedical and health informatics (01.11.2023)
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Self-Correcting Pattern Recognition System of Surface EMG Signals for Upper Limb Prosthesis Control
Amsuss, Sebastian, Goebel, Peter M., Jiang, Ning, Graimann, Bernhard, Paredes, Liliana, Farina, Dario
Published in IEEE transactions on biomedical engineering (01.04.2014)
Published in IEEE transactions on biomedical engineering (01.04.2014)
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Diabetes prediction using Data mining Classification Techniques
M, Manjusree, Kumar, K.A . Sateesh
Published in International journal of recent technology and engineering (30.09.2019)
Published in International journal of recent technology and engineering (30.09.2019)
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A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model
Irfan, Muhammad, Subasi, Abdulhamit, Tang, Zhenning, Wang, Laishuan, Xu, Yan, Chen, Chen, Westerlund, Tomi, Chen, Wei
Published in IEEE transactions on biomedical engineering (01.09.2025)
Published in IEEE transactions on biomedical engineering (01.09.2025)
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AlphaGrad: Normalized Gradient Descent for Adaptive Multi-loss Functions in EEG-based Motor Imagery Classification
Chaisaen, Rattanaphon, Autthasan, Phairot, Ditthapron, Apiwat, Wilaiprasitporn, Theerawit
Published in IEEE journal of biomedical and health informatics (22.05.2025)
Published in IEEE journal of biomedical and health informatics (22.05.2025)
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EEG-based subject-dependent emotion recognition algorithm using fractal dimension
Yisi Liu, Sourina, Olga
Published in Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics (01.10.2014)
Published in Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics (01.10.2014)
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Enhancement of SSVEPs Classification in BCI-Based Wearable Instrumentation Through Machine Learning Techniques
Apicella, Andrea, Arpaia, Pasquale, De Benedetto, Egidio, Donato, Nicola, Duraccio, Luigi, Giugliano, Salvatore, Prevete, Roberto
Published in IEEE sensors journal (01.05.2022)
Published in IEEE sensors journal (01.05.2022)
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A Novel Instruction Gesture Set Determination Scheme for Robust Myoelectric Control Applications
Ruan, Yuwen, Chen, Xiang, Zhang, Xu
Published in IEEE transactions on biomedical engineering (01.03.2025)
Published in IEEE transactions on biomedical engineering (01.03.2025)
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Applying Hoeffding Adaptive Trees for Real-Time Cyber-Power Event and Intrusion Classification
Adhikari, Uttam, Morris, Thomas H., Pan, Shengyi
Published in IEEE transactions on smart grid (01.09.2018)
Published in IEEE transactions on smart grid (01.09.2018)
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Subject Transfer Framework Based on Source Selection and Semi-Supervised Style Transfer Mapping for Semg Pattern Recognition
Kanoga, Suguru, Hoshino, Takayuki, Asoh, Hideki
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (01.05.2020)
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (01.05.2020)
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A General Pipeline for Online Gesture Recognition in Human-Robot Interaction
Villani, Valeria, Secchi, Cristian, Lippi, Marco, Sabattini, Lorenzo
Published in IEEE transactions on human-machine systems (01.04.2023)
Published in IEEE transactions on human-machine systems (01.04.2023)
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