112 citations · 224 across the 8 of their papers we have counts for
5 papers · 1 filter
Construe: a software solution for the explanation-based interpretation of time series
Tomas Teijeiro, Paulo Felix
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 al…
Abductive reasoning as the basis to reproduce expert criteria in ECG Atrial Fibrillation identification
Tomás Teijeiro, Constantino A. García, Daniel Castro +1
Objective: This work aims at providing a new method for the automatic detection of atrial fibrillation, other arrhythmia and noise on short single lead ECG signals, emphasizing the…
Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records
Tomás Teijeiro, Constantino A. García, Daniel Castro +1
In this work we propose a new method for the rhythm classification of short single-lead ECG records, using a set of high-level and clinically meaningful features provided by the ab…
On the adoption of abductive reasoning for time series interpretation
Tomás Teijeiro, Paulo Félix
Time series interpretation aims to provide an explanation of what is observed in terms of its underlying processes. The present work is based on the assumption that the common clas…
Using temporal abduction for biosignal interpretation: A case study on QRS detection
Tomás Teijeiro, Paulo Félix, Jesús Presedo
In this work, we propose an abductive framework for biosignal interpretation, based on the concept of Temporal Abstraction Patterns. A temporal abstraction pattern defines an abstr…