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Construe: a software solution for the explanation-based interpretation of time series

This paper presents a software implementation of a general framework for time series interpretation based on abductive reasoning. The software provides a data model and a set of algorithms to make inference to the best explanation of a time series, resulting in a description in multiple abstraction levels of the processes underlying the time series. As a proof of concept, a comprehensive knowledge base for the electrocardiogram (ECG) domain is provided, so it can be used directly as a tool for ECG analysis. This tool has been successfully validated in several noteworthy problems, such as heartbeat classification or atrial fibrillation detection.

preprint2020arXivOpen access
Tomas TeijeiroPaulo Felix
Logic in Computer ScienceComputer VisionArtificial Intelligence
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Tomas TeijeiroPaulo Felix

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