Why Don't XAI Techniques Agree? Characterizing the Disagreements Between Post-hoc Explanations of Defect Predictions

Saumendu Roy, Gabriel Laberge, Banani Roy, Foutse Khomh, Amin Nikanjam, Saikat Mondal. Why Don't XAI Techniques Agree? Characterizing the Disagreements Between Post-hoc Explanations of Defect Predictions. In IEEE International Conference on Software Maintenance and Evolution, ICSME 2022, Limassol, Cyprus, October 3-7, 2022. pages 444-448, IEEE, 2022. [doi]

Abstract

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