Table 5.

XAI Human-In-The-Loop References.

XAI Category	Sub-Section	References
Pre-Processing	Dataset Consistency	[15,18,21,22,23,25,26]
	Imputation	[4,22,25,26,28,29]
	Data Distribution	[15,18,21,22,25,26,28,29]
	Image Registration	[4,5,17,19]
	Feature Scoring	[11,12,13,17,18,25,28]
	Feature Priority	[9,11,16,23,24,25,28]
	Equal Feature Scoring	[11,15,19,20,29]
	Threshold (Feature Selection)	[12,17,20,23,24,25,26]
	Manual Feature Selection	[12,24,25,26,28]
	Binary/Multi-Class Feature	[4,23,25,29]
Methodology	Feature Validation	[14,18,25,26,28]
	Novel Approach	[4,11,16,20]
	Method Inefficiency	[22,23,25,26,28]
	Feature Analysis	[11,18,25,26,27,28,29]
	Severity Level Analysis	[9,23,25,29]
	Feature Effectiveness	[18,20,23,25,28]
	Feature Averaging	[4,28,29]
	Feature Improvements	[16,17,24,25,29]
Evaluation	Model Metrics	[4,17,26,27,28,29]
	Classification	[11,12,14,17,27]
	Graphs	[12,16,18,25,27,28,29]