TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features

Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters +3

Neural networks (NN) are considered as black-boxes due to the lack of explainability and transparency of their decisions. This significantly hampers their deployment in environment…