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TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features
[article]
2019
arXiv
pre-print
Preserved Fulltext
Time-Series eXplanation (TSXplain) system which produces a natural language based explanation of the decision taken by a NN. ...
It uses the extracted statistical features to describe the decision of a NN, merging the deep learning world with that of statistics. ...
Conclusion This paper proposes a novel demystification framework which generates natural language based descriptions of the decision made by the deep learning models developed for time-series analysis. ...
arXiv:1905.06175v1
fatcat:g52ny22wqrhtlmscxvpnaxybqq