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Background Knowledge Injection for Interpretable Sequence Classification


Jun 25, 2020
Severin Gsponer, Luca Costabello, Chan Le Van, Sumit Pai, Christophe Gueret, Georgiana Ifrim, Freddy Lecue

* New Frontiers in Mining Complex Patterns 2019 @ ECML 2019, 12 pages 

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Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations


May 31, 2020
Thach Le Nguyen, Severin Gsponer, Iulia Ilie, Martin O'Reilly, Georgiana Ifrim

* Data Mining and Knowledge Discovery 33 (2019) 1183-1222 
* arXiv admin note: substantial text overlap with arXiv:1808.04022 

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Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains


Aug 12, 2018
Thach Le Nguyen, Severin Gsponer, Iulia Ilie, Georgiana Ifrim


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