The MLESP workshop has received several submissions. Only 11 papers have been accepted by the program committee.
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MLESP 2022 Accepted Papers
Paper ID: S02201
Title: Electroencephalography-Neurofeedback for Decoding and Modulating Human Emotions
Authors: Sara Alzahmi, Bashayer Alyammahi, Maitha Alyammahi, Mariam Alshamsi, and Abdelkader Belkacem
Paper ID: S02202
Title: Secure Password Using EEG-based BrainPrint System: Unlock Smartphone Password Using Brain-Computer Interface Technology
Authors: Mazna Alhemeiri, Abdelkader Belkacem, Zuwaina Alkhyeli, Ayesha Alshehhi1, Khalil AlBalushi, Salma Aldhanhani, and Fatima AlNuaimi
Paper ID: S02203
Title: A Framework to Evaluate Independent Component Analysis applied to EEG signal: testing on the Picard algorithm
Authors: Gwenevere Frank, Scott Makeig, and Arnaud Delorme
Paper ID: S02204
Title: Electroencephalogram Emotion Recognition Based on Individual Frontal Asymmetry Hypothesis
Authors: Gang Cao, Liying Yang, and Pei Ni
Paper ID: S02206
Title: Markov Guided Spatio-Temporal Networks for Brain Image Classification
Authors:Yupei Zhang, Yunan Xu, Rui An, Yuxin Li, Shuhui Liu, and Xuequn Shang
Paper ID: S02207
Title: A Multi-stream Deep Learning Model for EEG-based Depression Identification
Authors: Hao Wu and Jiyao Liu
Paper ID: S02208
Title: Prediction Models for Epilepsy Detection on the EEG Signal
Authors: Dalila Cherifi, Hichem Zenati, Mohamed Amine Ouchene, Mohammed Abdenacer Merbouti, Dyhia Ibrahim, et al.
Paper ID: S02211
Title: CR-GAT: Consistency Regularization Enhanced Graph Attention Network for Semi-supervised EEG Emotion Recognition
Authors: Jiyao Liu, Hao Wu, and Li Zhang
Paper ID: S02212
Title: REEG-BTCNet: A Novel Framework for EEG-based Motor Imagery Classification
Authors: Jiyao Liu and Huifu Li
Paper ID: B503
Title: A Multidimensional Feature Extraction Method Based on MSTBN and EEMD-WPT for Emotion Recognition from EEG Signals
Authors: Shilin Zhang and Qingchen Zhang
Paper ID: B699
Title: Multimodal Emotion Recognition from EEG and Facial Expressions
Authors: Yong Zhang, Shuai Wang, and Yidie Zhang
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All accepted papers will be published in the BIBM proceedings and IEEE Xplore Digital Library.
