Publications by the researcher in collaboration with Javier Sedano Franco (54)

2025

  1. Cross-contextual stress prediction: Simple methodology for comparing features and sample domain adaptation techniques in vital sign analysis

    Applied Intelligence, Vol. 55, Núm. 6

2024

  1. Human Acoustic Events Detection as Anomalies in Industrial Environments Using Shallow Unsupervised Techniques

    Lecture Notes in Networks and Systems

2023

  1. A Comparison of Two Speech Emotion Recognition Algorithms: Pepper Humanoid Versus Bag of Models

    Lecture Notes in Networks and Systems

  2. Multi-objective Optimization for Multi-Robot Path Planning on Warehouse Environments

    Lecture Notes in Networks and Systems

2022

  1. Improving wearable-based fall detection with unsupervised learning

    Logic Journal of the IGPL, Vol. 30, Núm. 2, pp. 314-325

2021

  1. A Preliminary Study for Automatic Activity Labelling on an Elder People ADL Dataset

    Advances in Intelligent Systems and Computing

  2. An autonomous fallers monitoring kit: Release 0.0

    Advances in Intelligent Systems and Computing

  3. An ensemble solution for multivariate time series clustering

    Neurocomputing, Vol. 457, pp. 182-192

  4. Autonomous on-wrist acceleration-based fall detection systems: unsolved challenges

    Neurocomputing, Vol. 452, pp. 404-413

  5. Mixing user-centered and generalized models for Fall Detection

    Neurocomputing, Vol. 452, pp. 473-486

2020

  1. DTW as Alignment Function in the Context of Time Series Balancing

    Advances in Intelligent Systems and Computing

  2. Design issues in Time Series dataset balancing algorithms

    Neural Computing and Applications, Vol. 32, Núm. 5, pp. 1287-1304

  3. Fall Detection Based on Local Peaks and Machine Learning

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

  4. Feature Clustering to Improve Fall Detection: A Preliminary Study

    Advances in Intelligent Systems and Computing

  5. Transfer learning and information retrieval applied to fall detection

    Expert Systems

2019

  1. A Proof of Concept in Multivariate Time Series Clustering Using Recurrent Neural Networks and SP-Lines

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

  2. Fall Detection Analysis Using a Real Fall Dataset

    Advances in Intelligent Systems and Computing

  3. Iot and big data in well-aging: The iotea project

    International Journal of Advanced Trends in Computer Science and Engineering, Vol. 8, Núm. 1, pp. �186-190

  4. User-centered fall detection using supervised, on-line learning and transfer learning

    Progress in Artificial Intelligence, Vol. 8, Núm. 4, pp. 453-474

2018

  1. A SMOTE extension for balancing multivariate epilepsy-related time series datasets

    Advances in Intelligent Systems and Computing