Publications by the researcher in collaboration with Antonio Jesús Jara (25)

2023

  1. Knowledge-driven Analytics and Systems Impacting Human Quality of Life - Neurosymbolic AI, Explainable AI and Beyond

    International Conference on Information and Knowledge Management, Proceedings

  2. Priv-Aug-Shap-ECGResNet: Privacy Preserving Shapley-Value Attributed Augmented Resnet for Practical Single-Lead Electrocardiogram Classification

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

2022

  1. ADV-ResNet: Residual Network with Controlled Adversarial Regularization for Effective Classification of Practical Time Series Under Training Data Scarcity Problem

    Proceedings of the International Joint Conference on Neural Networks

  2. AFSense-ECG: Atrial Fibrillation Condition Sensing from Single Lead Electrocardiogram (ECG) Signals

    IEEE Sensors Journal, Vol. 22, Núm. 12, pp. 12269-12277

  3. When less is more powerful: Shapley value attributed ablation with augmented learning for practical time series sensor data classification

    PLoS ONE, Vol. 17, Núm. 11 November

2021

  1. Blend-Res2net: Blended Representation Space by Transformation of Residual Mapping with Restrained Learning for Time Series Classification

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

  2. Human-Centric Analytics and Systems Impacting Quality of Life: ECG Analytics and beyond

    International Conference on Information and Knowledge Management, Proceedings

  3. L1 and L2 Regularized Deep Residual Network Model for Automated Detection of Myocardial Infarction (Heart Attack) Using Electrocardiogram Signals

    CEUR Workshop Proceedings

2020

  1. On analyzing the household energy consumption detection for citizen behavioral analysis carbon footprint awareness by deep residual networks

    CEUR Workshop Proceedings

  2. On the Knowledge-Driven Analytics and Systems Impacting Human Quality of Life

    International Conference on Information and Knowledge Management, Proceedings

2019

  1. Data-driven automated cardiac health management with robust edge analytics and de-risking

    Sensors (Switzerland), Vol. 19, Núm. 12

  2. Knowledge-driven analytics and sensor signal processing in human-centric applications

    CEUR Workshop Proceedings

  3. Knowledge-driven analytics and systems impacting human quality of life

    International Conference on Information and Knowledge Management, Proceedings

  4. Knowledge-driven analytics impacting human quality of life

    CEUR Workshop Proceedings

2016

  1. DCapBAC: embedding authorization logic into smart things through ECC optimizations

    International Journal of Computer Mathematics, Vol. 93, Núm. 2, pp. 345-366

2015

  1. Optimized ECC implementation for secure communication between heterogeneous IoT devices

    Sensors (Switzerland), Vol. 15, Núm. 9, pp. 21478-21499

2013

  1. Evaluation of bluetooth low energy capabilities for tele-mobile monitoring in home-care

    Journal of Universal Computer Science, Vol. 19, Núm. 9, pp. 1219-1241

  2. Multiplication and squaring with shifting primes on openRISC processors with hardware multiplier

    Journal of Universal Computer Science, Vol. 19, Núm. 16, pp. 2368-2384

  3. Shifting primes on OpenRISC processors with hardware multiplier

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

  4. Shifting primes: Optimizing elliptic curve cryptography for 16-bit devices without hardware multiplier

    Mathematical and Computer Modelling, Vol. 58, Núm. 5-6, pp. 1155-1174