Hand Motor Imagery Classification Using Effective Connectivity and Hierarchical Machine Learning in EEG Signals

por Maghsoudi, Arash, Shalbaf, Ahmad
Publicado 2022

Mental Arithmetic Task Recognition Using Effective Connectivity and Hierarchical Feature Selection From EEG Signals

por Maghsoudi, Arash, Shalbaf, Ahmad
Publicado 2021

A Novel Method for Individual Age Group Determination Based on the Hand Muscle Synergy

por Maghsoudi, Arash, Rahatabad, Fereidoon Nowshiravan, Rangraz, Parisa
Publicado 2020

A Hybrid EEG-based Emotion Recognition Approach Using Wavelet Convolutional Neural Networks and Support Vector Machine

por Bagherzadeh, Sara, Maghooli, Keivan, Shalbaf, Ahmad, Maghsoudi, Arash
Publicado 2023

An Interpretable Machine Learning Method for the Detection of Schizophrenia Using EEG Signals

por Vázquez, Manuel A., Maghsoudi, Arash, Mariño, Inés P.
Publicado 2021

Sentiment Analysis of Insomnia-Related Tweets via a Combination of Transformers Using Dempster-Shafer Theory: Pre– and Peri–COVID-19 Pandemic Retrospective Study

por Maghsoudi, Arash, Nowakowski, Sara, Agrawal, Ritwick, Sharafkhaneh, Amir, Kunik, Mark E, Naik, Aanand D, Xu, Hua, Razjouyan, Javad
Publicado 2022