Online classification algorithm for eye-movement-based communication systems using two temporal EEG sensors. - Abdelkader Nasreddine Belkacem; Duk Shin; Hiroyuki Kambara; Natsue Yoshimura; Yasuharu Koike (Biomed. Signal Process. Control., 2015)

Erratum to "Online classification algorithm for eye-movement-based communication systems using two temporal EEG sensors" [Biomed. Signal Process. Control 16 (2015) 40-47]. - Abdelkader Nasreddine Belkacem; Duk Shin; Hiroyuki Kambara; Natsue Yoshimura; Yasuharu Koike (Biomed. Signal Process. Control., 2015)

Real-Time Control of a Video Game Using Eye Movements and Two Temporal EEG Sensors. - Abdelkader Nasreddine Belkacem; Supat Saetia; Kalanyu Zintus-art; Duk Shin; Hiroyuki Kambara; Natsue Yoshimura; Nasreddine Berrached; Yasuharu Koike (Comput. Intell. Neurosci., 2015)

Classification of multi-class motor imagery with a novel hierarchical SVM algorithm for brain-computer interfaces. - Enzeng Dong; Changhai Li; Liting Li; Shengzhi Du; Abdelkader Nasreddine Belkacem; Chao Chen 046 (Medical Biol. Eng. Comput., 2017)

Real-Time MEG-Based Brain-Geminoid Control Using Single-trial SVM Classification. - Abdelkader Nasreddine Belkacem; Hiroshi Ishiguro; Shuichi Nishio; Masayuki Hirata; Takafumi Suzuki (ICARM, 2018)

Neuromagnetic Geminoid Control by BCI Based on Four Bilateral Hand Movements. - Abdelkader Nasreddine Belkacem; Shuichi Nishio; Takafumi Suzuki; Hiroshi Ishiguro; Masayuki Hirata (SMC, 2018)

EEG Controlled Automated Writing Robotic Arm Based on Steady State Visually Evoked Potential. - Xuequan Zhu; Meng Mu; Abdelkader Nasreddine Belkacem; Duk Shin; Rui Xu 015; Kun Wang 053; Zhongpeng Wang; Changming Wang; Chao Chen 046 (CIVEMSA, 2019)

Automatic Sleep Spindle Detection and Analysis in Patients with Sleep Disorders. - Chao Chen 046; Xuequan Zhu; Abdelkader Nasreddine Belkacem; Lin Lu; Long Hao; Jia You; Duk Shin; Wenjun Tan; Zhaoyang Huang; Dong Ming (HBAI@IJCAI, 2020)

Mind Drone Chasing Using EEG-based Brain Computer Interface. - Fatima Ali Al-Nuaimi; Rauda Jasem Al-Nuaimi; Sara Saaed Al-Dhaheri; Sofia Ouhbi; Abdelkader Nasreddine Belkacem (Intelligent Environments, 2020)

On Digital Multimedia and Human Emotions Using EEG-Based Brain Computer Interface. - Nuraini Jamil; Abderrahmane Lakas; Sofia Ouhbi; Abdelkader Nasreddine Belkacem (Intelligent Environments (Workshops), 2020)

An Adaptive Multi-clustered Scheme for Autonomous UAV Swarms. - Abderrahmane Lakas; Abdelkader Nasreddine Belkacem; Shamsa Al Hassani (IWCMC, 2020)

A Novel Cooperative Game for Reinforcing Obesity Awareness Amongst Children in UAE. - Fatema Alnaqbi; Sarah Alzahmi; Ayesha Alharmoozi; Fatema Alshehhi; Muhammad Talha Zia; Sofia Ouhbi; Abdelkader Nasreddine Belkacem (KES-HCIS, 2020)

Cybersecurity Framework for P300-based Brain Computer Interface. - Abdelkader Nasreddine Belkacem (SMC, 2020)

End-to-End AI-Based Point-of-Care Diagnosis System for Classifying Respiratory Illnesses and Early Detection of COVID-19. - Abdelkader Nasreddine Belkacem; Sofia Ouhbi; Abderrahmane Lakas; Elhadj Benkhelifa; Chao Chen 046 (CoRR, 2020)

A Decoding algorithm for Non-invasive SSVEP-based Drone Flight Control. - Abdelhadi Hireche; Yasmine Zennaia; Redouane Ayad; Abdelkader Nasreddine Belkacem (BIBM, 2021)

A Framework for Course-embedded Assessment for Evaluating Learning Outcomes of a Network Programming Course. - Abderrahmane Lakas; Abdelkader Nasreddine Belkacem (EDUCON, 2021)

Video-Based Physiological Measurement Using 3D Central Difference Convolution Attention Network. - Yu Zhao; Bochao Zou; Fan Yang; Lin Lu; Abdelkader Nasreddine Belkacem; Chao Chen 046 (IJCB, 2021)

A Cooperative EEG-based BCI Control System for Robot-Drone Interaction. - Abdelkader Nasreddine Belkacem; Abderrahmane Lakas (IWCMC, 2021)

A Cloud-based Brain-controlled Wheelchair with Autonomous Indoor Navigation System. - Abderrahmane Lakas; Fekri Kharbash; Abdelkader Nasreddine Belkacem (IWCMC, 2021)

Cognitive and Affective Brain-Computer Interfaces for Improving Learning Strategies and Enhancing Student Capabilities: A Systematic Literature Review. - Nuraini Jamil; Abdelkader Nasreddine Belkacem; Sofia Ouhbi; Christoph Guger (IEEE Access, 2021)

Brain Patterns During Single- and Dual-Task Leg Movements. - Penghai Li; Han Xu; Abdelkader Nasreddine Belkacem; Jianfeng Zhang; Rui Xu 015; Xinpu Guo; Xiaotian Wang; Dongyue Wu; Wenjun Tan; Duk Shin; Jun Liang; Chao Chen 046 (J. Medical Imaging Health Informatics, 2021)

Noninvasive Electroencephalography Equipment for Assistive, Adaptive, and Rehabilitative Brain-Computer Interfaces: A Systematic Literature Review. - Nuraini Jamil; Abdelkader Nasreddine Belkacem; Sofia Ouhbi; Abderrahmane Lakas (Sensors, 2021)

A Simulation on Relation between Power Distribution of Low-Frequency Field Potentials and Conducting Direction of Rhythm Generator Flowing through 3D Asymmetrical Brain Tissue. - Hao Cheng; Manling Ge; Abdelkader Nasreddine Belkacem; Xiaoxuan Fu; Chong Xie; Zibo Song; Shenghua Chen; Chao Chen 046 (Symmetry, 2021)

Secure Password Using EEG-based BrainPrint System: Unlock Smartphone Password Using Brain-Computer Interface Technology. - Zuwaina Alkhyeli; Ayesha Alshehhi; Mazna Alhemeiri; Salma Aldhanhani; Khalil AlBalushi; Fatima Ali AlNuaimi; Abdelkader Nasreddine Belkacem (BIBM, 2022)

Electroencephalography-Neurofeedback for Decoding and Modulating Human Emotions. - Sara Mohammed Alzahmi; Bashayer Mohammed Alyammahi; Maitha Saeed Alyammahi; Mariam Rashed Alshamsi; Abdelkader Nasreddine Belkacem (BIBM, 2022)

Real-time Control of UGV Robot in Gazebo Simulator using P300-based Brain-Computer Interface. - Fatima Ali Al Nuaimi; Jamal Zeddoug; Abdelkader Nasreddine Belkacem (BIBM, 2022)

Comparative Study on EEG Feature Recognition based on Deep Belief Network. - Guangrong Liu; Bin Hao; Abdelkader Nasreddine Belkacem; Jiaxin Zhang 019; Penghai Li; Jun Liang; Changming Wang; Chao Chen 046 (ICCPR, 2022)

Brain Network Analysis Results of Finger Motor Execution and Motor Imagery. - Fengyue Liu; Lin Lu; Abdelkader Nasreddine Belkacem; Jiaxin Zhang 019; Penghai Li; Jun Liang; Changming Wang; Chao Chen 046 (ICCPR, 2022)

The Classification Method of EEG Motor Imagery Based on INFO-LSSVM. - Xinrong Wang; Abdelkader Nasreddine Belkacem; Penghai Li; Zufeng Zhang; Jun Liang; Dongdong Du; Chao Chen 046 (ICCPR, 2022)

Brain Network Analysis of Hand Motor Execution and Imagery Based on Conditional Granger Causality. - Yuqing He; Bin Hao; Abdelkader Nasreddine Belkacem; Jiaxin Zhang 019; Penghai Li; Jun Liang; Changming Wang; Chao Chen 046 (HBAI@IJCAI, 2022)

Classification of EEG Signals Based on GA-ELM Optimization Algorithm. - Weiguo Zhang; Lin Lu; Abdelkader Nasreddine Belkacem; Jiaxin Zhang 019; Penghai Li; Jun Liang; Changming Wang; Chao Chen 046 (HBAI@IJCAI, 2022)

WPT-enabled UAV Trajectory Design for Healthcare Delivery Using Reinforcement Learning. - Adel Merabet; Abderrahmane Lakas; Abdelkader Nasreddine Belkacem (IWCMC, 2022)

Brain-Computer Interface Approach for improving the Pedagogical Practices for Virtual Learning: A Conceptual Framework. - Nuraini Jamil; Abdelkader Nasreddine Belkacem; Elhadj Benkhelifa (LWMOOCS, 2022)

A convolutional neural network-based diagnostic method using resting-state electroencephalograph signals for major depressive and bipolar disorders. - Yu Lei; Abdelkader Nasreddine Belkacem; Xiaotian Wang; Sha Sha; Changming Wang; Chao Chen 046 (Biomed. Signal Process. Control., 2022)

Vehicle Auto-Classification Using Machine Learning Algorithms Based on Seismic Fingerprinting. - Ahmad Bahaa Ahmad; Hakim Saibi; Abdelkader Nasreddine Belkacem; Takeshi Tsuji (Comput., 2022)

Interictal Spike and Loss of Hippocampal Theta Rhythm Recorded by Deep Brain Electrodes during Epileptogenesis. - Xiaoxuan Fu; Youhua Wang; Abdelkader Nasreddine Belkacem; Yingxin Cao; Hao Cheng; Xiaohu Zhao; Shenghua Chen; Chao Chen 046 (Sensors, 2022)

Diagnosis of Schizophrenia from EEG signals Using ML Algorithms. - Tariq Qayyum; Zouheir Trabelsi; Assadullah Tariq; Abdelkader Nasreddine Belkacem; Mohamed Adel Serhani (BIBM, 2023)

Improving students' cognitive abilities in online environment based on neurofeedback. - Nuraini Jamil; Abderrahmane Lakas; Abdelkader Nasreddine Belkacem (EDUCON, 2023)

AI in Education: Improving Quality for Both Centralized and Decentralized Frameworks. - Nisha Thorakkattu Madathil; Saed Alrabaee; Mousa Al-Kfairy; Rafat Damseh; Abdelkader Nasreddine Belkacem (EDUCON, 2023)

Investigating Online Searching Behavior Based on Google Trends in MENA Region Before and After COVID-19. - Abdelkader Nasreddine Belkacem; Nuraini Jamil; Saed Alrabaee (FIE, 2023)

On Neurodevelopmental Disorder based on Brain Computer Interface for Enhancing the Learning Process. - Nuraini Jamil; Omar Samir Alawa; Saad Mohammed Manar; Saeed Alawi Alaidarous; Abdulrahman Saeed Adam; Shehab Adel Eldemerdash; Abdelkader Nasreddine Belkacem (FIE, 2023)

Convolutional Neural Network for Emotional EEG Decoding and Visualization. - Jiaying Lin; Lu Li; Abdelkader Nasreddine Belkacem; Jun Liang; Chao Chen 046 (ICCPR, 2023)

Robust Detection of Adversarial Attacks for EEG-based Motor Imagery Classification using Hierarchical Deep Learning. - Nour El Houda Sayah Ben Aissa; Abderrahmane Lakas; Ahmed Korichi; Chaker Abdelaziz Kerrache; Abdelkader Nasreddine Belkacem (IIT, 2023)

Wearable Device for Drowsy User Detection. - Solomon I. Ghebretatios; Hermon B. Teklesenbet; Muluberhan Woga; Naod Yemane; Abdelkader Nasreddine Belkacem (IIT, 2023)

EEG-based epileptic seizure pattern decoding using vision transformer. - Abdelhadi Hireche; Rafat Damseh; Parikshat Sirpal; Abdelkader Nasreddine Belkacem (IIT, 2023)

WPT-enabled Multi-UAV Path Planning for Disaster Management Deep Q-Network. - Adel Merabet; Abderrahmane Lakas; Abdelkader Nasreddine Belkacem (IWCMC, 2023)

NewsGPT: ChatGPT Integration for Robot-Reporter. - Abdelhadi Hireche; Abdelkader Nasreddine Belkacem; Sadia Jamil; Chao Chen 046 (CoRR, 2023)

Decoding Multi-Class Motor Imagery and Motor Execution Tasks Using Riemannian Geometry Algorithms on Large EEG Datasets. - Zaid Shuqfa; Abdelkader Nasreddine Belkacem; Abderrahmane Lakas (Sensors, 2023)

On enhancing students' cognitive abilities in online learning using brain activity and eye movements. - Nuraini Jamil; Abdelkader Nasreddine Belkacem; Abderrahmane Lakas (Educ. Inf. Technol., 2023)

Integrating Pepper Robot and GPT for Neuromyth Educational Conversation. - Abdelhadi Hireche; Abdelkader Nasreddine Belkacem (EDUCON, 2024)

Autoencoder-based Arrhythmia Detection using Synthetic ECG Generation Technique. - Ali Nawaz; Mubarak Albarka Umar; Khaled Shuaib; Amir Ahmad; Abdelkader Nasreddine Belkacem (EMBC, 2024)

Machine Learning Approaches for Sentiment Analysis on Balanced and Unbalanced Datasets. - Ahmed M. ElMassry; Abdulla Alshamsi; Ahmed F. Abdulhameed; Nazar Zaki; Abdelkader Nasreddine Belkacem (ICCSCE, 2024)

A Low-Complexity Combined Encoder-LSTM-Attention Networks for EEG-based Depression Detection. - Noor Faris Ali; Nabil Albastaki; Abdelkader Nasreddine Belkacem; Ibrahim M. Elfadel; Mohamed Atef (IEEE Access, 2024)

ChatGPT's Impact on Education and Healthcare: Insights, Challenges, and Ethical Consideration. - Zineb Touati Hamad; Nuraini Jamil; Abdelkader Nasreddine Belkacem (IEEE Access, 2024)

Investigating the Phenomenon of Brain-to-Brain Synchronization and Cognitive Dynamics in Remote Learning. - Nuraini Jamil; Abdelkader Nasreddine Belkacem (IEEE Access, 2024)

Advancing Real-Time Remote Learning: A Novel Paradigm for Cognitive Enhancement Using EEG and Eye-Tracking Analytics. - Nuraini Jamil; Abdelkader Nasreddine Belkacem (IEEE Access, 2024)

Corrections to "Advancing Real-Time Remote Learning: A Novel Paradigm for Cognitive Enhancement Using EEG and Eye-Tracking Analytics". - Nuraini Jamil; Abdelkader Nasreddine Belkacem (IEEE Access, 2024)

Multimodal EEG-fNIRS Seizure Pattern Decoding Using Vision Transformer. - Rafat Damseh; Abdelhadi Hireche; Parikshat Sirpal; Abdelkader Nasreddine Belkacem (IEEE Open J. Comput. Soc., 2024)

Enhancing EEG Signal Classifier Robustness Against Adversarial Attacks Using a Generative Adversarial Network Approach. - Nour El Houda Sayah Ben Aissa; Chaker Abdelaziz Kerrache; Ahmed Korichi; Abderrahmane Lakas; Abdelkader Nasreddine Belkacem (IEEE Internet Things Mag., 2024)

Detecting AI-Generated Text: A Bi-GRU with Linguistic Features Approach. - Abdelhadi Hireche; Saja Al-Dabet; Mohammed Mediani; Abdelkader Nasreddine Belkacem (EDUCON, 2025)

eMAVLink: Enhancing MAVLink for Secure and Robust UAV Communication. - Adel Merabet; Abderrahmane Lakas; Abdelkader Nasreddine Belkacem; Abdelmoumen Benamarouche; Pedro Silva (IWCMC, 2025)

NeuroTutor: Neural Decoding of Student Engagement During Virtual and Robotic Tutoring. - Shahd Elgammal; Shaymaa Alsereidi; Mahra Almansoori; Shamma Alblooshi; Abdelhadi Hireche; Abdelkader Nasreddine Belkacem (IEEE Access, 2025)

Investigating EEG-Based Neurofeedback for Cognitive Enhancement in Remote Learning. - Nuraini Jamil; Abdelkader Nasreddine Belkacem (IEEE Access, 2025)

Transformer-based image and video inpainting: current challenges and future directions. - Omar Elharrouss; Rafat Damseh; Abdelkader Nasreddine Belkacem; Elarbi Badidi; Abderrahmane Lakas (Artif. Intell. Rev., 2025)

Enhancing Federated Feature Selection Through Synthetic Data and Zero Trust Integration. - Nisha Thorakkattu Madathil; Saed Alrabaee; Abdelkader Nasreddine Belkacem (IEEE J. Sel. Areas Commun., 2025)