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

AFIRM: Adaptive forwarding based link recovery for mobility support in NDN/IoT networks

Maroua Meddeb, Amine Dhraief, Abdelfettah Belghith, +3

Future Generation Computer Systems

Adaptive ForwardingNetwork AnalysisRobust RoutingMobile ComputingInternet Of Things +6

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 (EEG)-based epileptic seizure prediction using entropy and K-nearest neighbor (KNN)

Sutrisno Warsono Ibrahim, Ridha Djemal, Abdullah Alsuwailem, +1

Communications in Science and Technology

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

EEG-Based BCI System to Detect Fingers Movements

Sofien Gannouni, Kais Belwafi, Hatim Aboalsamh, +4

Brain Sciences

EngineeringMachine LearningBiometricsMotor ControlClassification Method +16

Online Adaptive Filters to Classify Left and Right Hand Motor Imagery

Kais Belwafi, Ridha Djemal, Fakhreddine Ghaffari, +3

EngineeringSensorimotor RhythmsFeature ExtractionOnline Adaptive FiltersMotor Control +27