Model-Based Assessment for Multi-subject and Multi-task Scenarios

The previous chapter explored the application of CNN, to MFA. The CNN performed well in multi-subject scenarios when considering only two possible MF states: non-fatigue and fatigue. When including a more discretized MF scale, such as using the KSS levels as reference, CNN was only satisfactory for single subject-scenarios. To address these deficiencies, this chapter investigates a model-based MFA approach for multi-task and multi-subject scenarios.