Fares Al-Shargie

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 24

Top Topics

Convolutional Neural Networks

Eye Tracking Data

Top Venues

Publications

Yara Badr, Usman Tariq, Fares Al-Shargie, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash
A review on evaluating mental stress by deep learning using EEG signals. Neural Comput. Appl. 36 (21) (2024)
Fares Al-Shargie, Yara Badr, Usman Tariq, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash
Classification of Mental Stress Levels using EEG Connectivity and Convolutional Neural Networks. EMBC (2023)
Fares Al-Shargie, Saleh Al-Ameri, Abdulla Al-Hammadi, Schastlivtseva Daria Vladimirovna, Usman Tariq, Hasan Al-Nashash
Assessment of Mental Stress During 240-Days Isolation and Confined Environment using EEG Signals. NER (2023)
Fares Al-Shargie, Saleh Al-Ameri, Abdulla Al-Hammadi, Schastlivtseva Daria Vladimirovna, Usman Tariq, Hasan Al-Nashash
Detection of Astronaut's Stress Levels During 240-Day Confinement using EEG Signals and Machine Learning. EMBC (2023)
Yara Badr, Fares Al-Shargie, Usman Tariq, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash
Mental Stress Detection and Mitigation using Machine Learning and Binaural Beat Stimulation. EMBC (2023)
Muhammad Riyyan Khan, Shahzeb Naeem, Usman Tariq, Abhinav Dhall, Malik Nasir Afzal Khan, Fares Al-Shargie, Hasan Al-Nashash
Exploring Neurophysiological Responses to Cross-Cultural Deepfake Videos. ICMI Companion (2023)
Muhannad Alkaddour, Abhinav Dhall, Usman Tariq, Hasan Al-Nashash, Fares Al-Shargie
Sentiment-aware Classifier for Out-of-Context Caption Detection. ACM Multimedia (2022)
Mostafa Moussa, Usman Tariq, Fares Al-Shargie, Hasan Al-Nashash
Discriminating Fake and Real Smiles Using Electroencephalogram Signals With Convolutional Neural Networks. IEEE Access 10 (2022)
Nadia Abu Farha, Fares Al-Shargie, Usman Tariq, Hasan Al-Nashash
Improved Cognitive Vigilance Assessment after Artifact Reduction with Wavelet Independent Component Analysis. Sensors 22 (8) (2022)
Nadia Abu Farha, Fares Al-Shargie, Usman Tariq, Hasan Al-Nashash
Brain Region-Based Vigilance Assessment Using Electroencephalography and Eye Tracking Data Fusion. IEEE Access 10 (2022)
Abdulhakim Al-Ezzi, Amal A. Al-Shargabi, Fares Al-Shargie, Ammar T. Zahary
Complexity Analysis of EEG in Patients With Social Anxiety Disorder Using Fuzzy Entropy and Machine Learning Techniques. IEEE Access 10 (2022)
Rateb Katmah, Fares Al-Shargie, Usman Tariq, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash
Mental Stress Assessment Using fNIRS and LSTM. SMC (2022)
Rateb Katmah, Fares Al-Shargie, Usman Tariq, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash
A Review on Mental Stress Assessment Methods Using EEG Signals. Sensors 21 (15) (2021)
Ala Hag, Dini Oktarina Dwi Handayani, Maryam Altalhi, Thulasyammal Pillai, Teddy Mantoro, Hou Kit Mun, Fares Al-Shargie
Enhancing EEG-Based Mental Stress State Recognition Using an Improved Hybrid Feature Selection Algorithm. Sensors 21 (24) (2021)
Fares Al-Shargie, Rateb Katmah, Usman Tariq, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash
Stress Assessment and Mitigation using fNIRS and Binaural Beat Stimulation. SMC (2021)
Ala Hag, Dini Oktarina Dwi Handayani, Thulasyammal Pillai, Teddy Mantoro, Hou Kit Mun, Fares Al-Shargie
EEG Mental Stress Assessment Using Hybrid Multi-Domain Feature Sets of Functional Connectivity Network and Time-Frequency Features. Sensors 21 (18) (2021)
Fares Al-Shargie, Usman Tariq, Fabio Babiloni, Hasan Al-Nashash
Cognitive Vigilance Enhancement Using Audio Stimulation of Pure Tone at 250 Hz. IEEE Access 9 (2021)
Fares Al-Shargie, Omnia Hassanin, Usman Tariq, Hasan Al-Nashash
EEG-Based Semantic Vigilance Level Classification Using Directed Connectivity Patterns and Graph Theory Analysis. IEEE Access 8 (2020)
Meera Alex, Usman Tariq, Fares Al-Shargie, Hasan S. Mir, Hasan Al-Nashash
Discrimination of Genuine and Acted Emotional Expressions Using EEG Signal and Machine Learning. IEEE Access 8 (2020)
Fares Al-Shargie, Usman Tariq, Meera Alex, Hasan S. Mir, Hasan Al-Nashash
Emotion Recognition Based on Fusion of Local Cortical Activations and Dynamic Functional Networks Connectivity: An EEG Study. IEEE Access 7 (2019)
Mostafa Moussa, Usman Tariq, Hasan Al-Nashash, Fares Al-Shargie
Discerning Genuine and Acted Smiles Using Neural Networks. ISSPIT (2019)
Fares Al-Shargie, Tong Boon Tang, Nasreen Badruddin, Masashi Kiguchi
Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach. Medical Biol. Eng. Comput. 56 (1) (2018)
Fares Al-Shargie, Tong Boon Tang, Masashi Kiguchi
Stress Assessment Based on Decision Fusion of EEG and fNIRS Signals. IEEE Access 5 (2017)
Fares Al-Shargie, Tong Boon Tang, Masashi Kiguchi
Mental stress grading based on fNIRS signals. EMBC (2016)
Fares Al-Shargie, Tong Boon Tang, Nasreen Badruddin, Masashi Kiguchi
Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress. ICSIPA (2015)