EMG feature evaluation for improving myoelectric pattern recognition robustness

Angkoon Phinyomark, Franck Quaine, Sylvie Charbonnier, +3

Expert Systems with Applications

Electrical EngineeringElectrophysiological EvaluationEngineeringBiosignal ProcessingEeg Signal Processing +6

On-Line Detection of Drowsiness Using Brain and Visual Information

Antoine Picot, Sylvie Charbonnier, Alice Caplier

IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans

Feature selection for sleep/wake stages classification using data driven methods

Lukáš Zoubek, Sylvie Charbonnier, Suzanne Lesecq, +2

Biomedical Signal Processing and Control

Data ClassificationSleepSleep DisorderEngineeringMachine Learning +10

Feature extraction of the first difference of EMG time series for EMG pattern recognition

Angkoon Phinyomark, Franck Quaine, Sylvie Charbonnier, +3

Computer Methods and Programs in Biomedicine

Emg Time SeriesElectrophysiological EvaluationKinesiologyEngineeringPattern Recognition +9

A comparison of wearable and stationary sensors for stress detection

Simon Ollander, Christelle Godin, Aurélie Campagne, +1

Wearable SystemEngineeringStress DetectionMechanical EngineeringWearable Technology +17

Mental fatigue and working memory load estimation: Interaction and implications for EEG-based passive BCI

Raphaëlle N. Roy, Stéphane Bonnet, Sylvie Charbonnier, +1

Mental FatigueNeuropsychologyAttentionSocial SciencesFatigue Management +17

EEG index for control operators’ mental fatigue monitoring using interactions between brain regions

Sylvie Charbonnier, Raphaëlle N. Roy, Stéphane Bonnet, +1

Expert Systems with Applications

BiofeedbackBrain RegionsMedicineEeg Signal ProcessingAffective Neuroscience +11

Trends extraction and analysis for complex system monitoring and decision support

Sylvie Charbonnier, Carlos Garcia-Beltan, Catherine Cadet, +1

Engineering Applications of Artificial Intelligence

Monitoring TechnologyTrends ExtractionEngineeringPerformance MonitoringData Mining +13

On-line automatic detection of driver drowsiness using a single electroencephalographic channel

Antoine Picot, Sylvie Charbonnier, Alice Caplier

EngineeringWearable TechnologyElectroencephalographySingle ElectroencephalographicSocial Sciences +15

Drowsiness detection based on visual signs: blinking analysis based on high frame rate video

Antoine Picot, Sylvie Charbonnier, Alice Caplier

Face DetectionEye ClosureSleepFuzzy LogicImage Analysis +10