Publications

Customizable orodispersible films: Inkjet printing and data matrix encoding for personalized hydrocortisone dosing

Hypothesis Testing for Matched Pairs with Missing Data by Maximum Mean Discrepancy: An Application to Continuous Glucose Monitoring

Stochastic embeddings of dynamical phenomena through variational autoencoders

A fault-tolerant clustering algorithm for processing data from multiple streams

Emobook: A Multimedia Life Story Book App for Reminiscence Intervention

A novel and simple strategy for evolving prototype based clustering

On the adoption of abductive reasoning for time series interpretation

Abductive reasoning as the basis to reproduce expert criteria in ECG atrial fibrillation identification

Simultaneous estimation of deterministic and fractal stochastic components in non-stationary time series

Heartbeat classification using abstract features from the abductive interpretation of the ECG

Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records

Nonparametric estimation of stochastic differential equations with sparse Gaussian processes

Introducing Negative Evidence in Ensemble Clustering Application in Automatic ECG Analysis

A Noise Robust QRS Delineation Method Based on Path Simplification

A method for context-based adaptive QRS clustering in real-time

Using temporal abduction for biosignal interpretation: A case study on QRS detection

A Software Toolkit for Nonlinear Heart Rate Variability Analysis

A New Methodology for Nonlinear Heart Function Analysis: Studying Just the Beat Morphology

Discovering metric temporal constraint networks on temporal databases

An open platform for the protocolization of home medical supervision

On the Accuracy of Representing Heartbeats with Hermite Basis Functions

An evaluation of indexes as support tools in the diagnosis of sleep apnea

A Structural Knowledge-Based Proposal for the Identification and Characterization of Apnoea Episodes

Is the average duration of apneas, hypopneas and desaturations useful in the diagnosis of SAHS?

SERVANDO: An extensible platform for home-care services providing

Detecting sleep apnea by heart rate variability analysis

Algorithms for the analysis of polysomnographic recordings with customizable criteria

Mining temporal constraint networks by seed knowledge extension

Una técnica de minería de datos para la inducción de redes de restricciones temporales cuantitativas entre eventos

The mean value of the descriptors of the pathological events recorded on the polysomnogram as a support tool in the diagnosis of SAHS

A Data Mining Algorithm for Inducing Temporal Constraint Networks

Addressing the flaws of current critical alarms a fuzzy constraint satisfaction approach

A home-care pda-based program for the management of copd patients

A PDA-Based Modular and Multipurpose System for Intelligent Ubiquitous Monitoring

Visual metaphors to support diagnosis of Sleep Apnea-Hypopnea Syndrome

A fuzzy constraint satisfaction approach for signal abstraction

TRACE, a graphical tool for the acquisition and detection of signal patterns

Visual knowledge-based metaphors to support the analysis of polysomnographic recordings

Fuzzy structural algorithms to identify and characterize apnea and hypopnea episodes

A fuzzy constraint satisfaction approach to identify and characterize apnea episodes

Conjuntos Borrosos

Algoritmos estructurales basados en lógica borrosa para la identificación y caracterización de apneas e hipoapneas

Intelligent alarms for patient supervision

Conjuntos Borrosos

Algoritmos estructurales basados en lógica borrosa para la identificación y caracterización de apneas e hipoapneas

Intelligent alarms for patient supervision

Kernel machine learning methods to handle missing responses with complex predictors. Application in modelling five-year glucose changes using distributional representations