Publications (63) PAULO FELIX LAMAS publications

2024

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

    International Journal of Pharmaceutics, Vol. 655

2023

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

    American Statistician, Vol. 77, Núm. 4, pp. 357-369

  2. Uncertainty Quantification in Medicine Science: The Next Big Step

    Archivos de Bronconeumologia, Vol. 59, Núm. 11, pp. 760-761

2022

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

    Information Sciences, Vol. 584, pp. 649-664

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

    Computer Methods and Programs in Biomedicine, Vol. 221

  3. Physical activity phenotypes and mortality in older adults: a novel distributional data analysis of accelerometry in the NHANES

    Aging Clinical and Experimental Research, Vol. 34, Núm. 12, pp. 3107-3114

  4. Stochastic embeddings of dynamical phenomena through variational autoencoders

    Journal of Computational Physics, Vol. 454

2020

  1. Emobook: A Multimedia Life Story Book App for Reminiscence Intervention

    Extended Abstracts - 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Expanding the Horizon of Mobile Interaction, MobileHCI 2020

2019

  1. Positive and negative evidence accumulation clustering for sensor fusion: An application to heartbeat clustering

    Sensors (Switzerland), Vol. 19, Núm. 21

2018

  1. A novel and simple strategy for evolving prototype based clustering

    Pattern Recognition, Vol. 82, pp. 16-30

  2. Abductive reasoning as a basis to reproduce expert criteria in ECG atrial fibrillation identification

    Physiological Measurement, Vol. 39, Núm. 8

  3. Heartbeat Classification Using Abstract Features from the Abductive Interpretation of the ECG

    IEEE Journal of Biomedical and Health Informatics, Vol. 22, Núm. 2, pp. 409-420

  4. On the adoption of abductive reasoning for time series interpretation

    Artificial Intelligence, Vol. 262, pp. 163-188

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

    Physica D: Nonlinear Phenomena, Vol. 374-375, pp. 45-57

  6. Una aproximación a la interpretación del electrocardiograma desde la perspectiva de la Inteligencia Artificial

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2017

  1. Arrhythmia classification from the abductive interpretation of short single-lead ECG records

    Computing in Cardiology

  2. Nonparametric estimation of stochastic differential equations with sparse Gaussian processes

    Physical Review E, Vol. 96, Núm. 2

2015

  1. A Method for Context-Based Adaptive QRS Clustering in Real Time

    IEEE Journal of Biomedical and Health Informatics, Vol. 19, Núm. 5, pp. 1660-1671

  2. A noise robust QRS delineation method based on path simplification

    Computing in Cardiology

  3. Introducing negative evidence in ensemble clustering application in automatic ECG analysis

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)