Measuring Cognitive Load: Leveraging fNIRS and Machine Learning for Classification of Workload Levels
Mehshan Ahmed Khan, Houshyar Asadi, Thuong Hoang, Chee Peng Lim, Saeid Nahavandi
Topics & Concepts
WorkloadComputer scienceRandom forestArtificial intelligenceCognitionNaive Bayes classifierMachine learningCognitive loadFunctional near-infrared spectroscopySupport vector machinePsychologyOperating systemNeurosciencePrefrontal cortexOptical Imaging and Spectroscopy TechniquesBlood Pressure and Hypertension StudiesNon-Invasive Vital Sign Monitoring