Emotion detection using electroencephalography signals and a zero-time windowing-based epoch estimation and relevant electrode identification

Sofien Gannouni, Arwa N. Aledaily, Kais Belwafi, +1

Scientific Reports

An embedded implementation based on adaptive filter bank for brain–computer interface systems

Kais Belwafi, Olivier Romain, Sofien Gannouni, +3

Journal of Neuroscience Methods

Adaptive FilterBrain–computer Interface SystemsNeuroengineeringEngineeringEeg Signal Processing +10

Three-Class EEG-Based Motor Imagery Classification Using Phase-Space Reconstruction Technique

Ridha Djemal, Ayad Bazyed, Kais Belwafi, +2

Brain Sciences

EngineeringBiometricsMotor ControlElectroencephalographyPattern Recognition +16

Unmanned Aerial Vehicles’ Remote Identification: A Tutorial and Survey

Kais Belwafi, Ruba Alkadi, Sultan A. Alameri, +2

IEEE Access

Remote OperationEngineeringInformation SecurityInformation ForensicsUnmanned Vehicle +16

A Hardware/Software Prototype of EEG-based BCI System for Home Device Control

Kais Belwafi, Fakhreddine Ghaffari, Ridha Djemal, +1

Journal of Signal Processing Systems

EngineeringAssistive TechnologyHome Device ControlComputational NeuroscienceEeg Signal Processing +12

A dynamic and self-adaptive classification algorithm for motor imagery EEG signals

Kais Belwafi, Sofien Gannouni, Hatim Aboalsamh, +2

Journal of Neuroscience Methods

Cognitive ScienceEngineeringComputational NeurosciencePattern RecognitionSelf-adaptive Classification Algorithm +11

Adaptive Emotion Detection Using the Valence-Arousal-Dominance Model and EEG Brain Rhythmic Activity Changes in Relevant Brain Lobes

Sofien Gannouni, Arwa N. Aledaily, Kais Belwafi, +1

IEEE Access

NeuropsychologyAffective VariableAffective NeurosciencePsychologySocial Sciences +17

Electroencephalography based emotion detection using ensemble classification and asymmetric brain activity

Sofien Gannouni, Arwa N. Aledaily, Kais Belwafi, +1

Journal of Affective Disorders

Affective NeuroscienceElectroencephalographyPsychologySocial SciencesEmotion Detection +19

An adaptive EEG filtering approach to maximize the classification accuracy in motor imagery

Kais Belwafi, Ridha Djemal, Fakhreddine Ghaffari, +1

Motor ControlElectroencephalographySocial SciencesAdaptive FilteringKinesiology +19

Artificial EEG signal generated by a network of neurons with one and two dendrites

Ghaith Bouallegue, Ridha Djemal, Kais Belwafi

Results in Physics