Explaining AI-based Decision Support Systems using Concept Localization Maps

4 May 2020Adriano LucieriMuhammad Naseer BajwaAndreas DengelSheraz Ahmed

Human-centric explainability of AI-based Decision Support Systems (DSS) using visual input modalities is directly related to reliability and practicality of such algorithms. An otherwise accurate and robust DSS might not enjoy trust of experts in critical application areas if it is not able to provide reasonable justification of its predictions... (read more)

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