Human Mental Workload: Models and Applications

Front Matter

Mental Workload Monitoring: New Perspectives from Neuroscience

• Fabio Babiloni

Real-Time Mental Workload Estimation Using EEG

• Aneta Kartali, Milica M. Janković, Ivan Gligorijević, Pavle Mijović, Bogdan Mijović, Maria Chiara Leva

Student Workload, Wellbeing and Academic Attainment

• Andrew P. Smith

Task Demand Transition Rates of Change Effects on Mental Workload Measures Divergence

• Enrique Muñoz-de-Escalona, José Juan Cañas, Jair van Nes

Validation of a Physiological Approach to Measure Cognitive Workload: CAPT PICARD

• Bethany Bracken, Calvin Leather, E. Vincent Cross II, Jerri Stephenson, Maya Greene, Jeff Lancaster et al.

COMETA: An Air Traffic Controller’s Mental Workload Model for Calculating and Predicting Demand and Capacity Balancing

• Patricia López de Frutos, Rubén Rodríguez Rodríguez, Danlin Zheng Zhang, Shutao Zheng, José Juan Cañas, Enrique Muñoz-de-Escalona

EEG-Based Workload Index as a Taxonomic Tool to Evaluate the Similarity of Different Robot-Assisted Surgery Systems

• Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi et al.

Front Matter

Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers’ Mental Workload Classification

• Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri

Hybrid Models of Performance Using Mental Workload and Usability Features via Supervised Machine Learning

• Bujar Raufi

Operator Functional State: Measure It with Attention Intensity and Selectivity, Explain It with Cognitive Control

• Alexandre Kostenko, Philippe Rauffet, Sorin Moga, Gilles Coppin

On the Use of Machine Learning for EEG-Based Workload Assessment: Algorithms Comparison in a Realistic Task

• Nicolina Sciaraffa, Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Antonio Di Florio, Fabio Babiloni

Do Cultural Differences Play a Role in the Relationship Between Time Pressure, Workload and Student Well-Being?

• Omolaso Omosehin, Andrew P. Smith

Ocular Indicators of Mental Workload: A Comparison of Scanpath Entropy and Fixations Clustering

• Piero Maggi, Orlando Ricciardi, Francesco Di Nocera

Eye-Tracking Metrics as an Indicator of Workload in Commercial Single-Pilot Operations

• Anja K. Faulhaber, Maik Friedrich

EEG-Based Mental Workload and Perception-Reaction Time of the Drivers While Using Adaptive Cruise Control

• Ennia Acerra, Margherita Pazzini, Navid Ghasemi, Valeria Vignali, Claudio Lantieri, Andrea Simone et al.