Publicaciones en colaboración con investigadores/as de Instituto Tecnológico de Castilla y León (76)

2023

  1. Exploring the implementation of LSTM inference on FPGA

    International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023

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

    Lecture Notes in Networks and Systems

2022

  1. A Comparison of Meta-heuristic Based Optimization Methods Using Standard Benchmarks

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

  2. An efficient multi-robot path planning solution using A∗ and coevolutionary algorithms

    Integrated Computer-Aided Engineering, Vol. 30, Núm. 1, pp. 41-52

  3. Early Detection of Flash Floods Using Case-Based Reasoning †

    Engineering Proceedings, Vol. 18, Núm. 1

  4. Improving wearable-based fall detection with unsupervised learning

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

  5. Performance/Resources Comparison of Hardware Implementations on Fully Connected Network Inference

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

2021

  1. A Comparison of Multivariate Time Series Clustering Methods

    Advances in Intelligent Systems and Computing

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

    Advances in Intelligent Systems and Computing

  3. An autonomous fallers monitoring kit: Release 0.0

    Advances in Intelligent Systems and Computing

  4. An ensemble solution for multivariate time series clustering

    Neurocomputing, Vol. 457, pp. 182-192

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

    Neurocomputing, Vol. 452, pp. 404-413

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

    Neurocomputing, Vol. 452, pp. 473-486

2020

  1. A Preliminary Study on Multivariate Time Series Clustering

    Advances in Intelligent Systems and Computing

  2. A Simple Classification Ensemble for ADL and Falls

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

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

    Advances in Intelligent Systems and Computing

  4. Design issues in Time Series dataset balancing algorithms

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

  5. 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)

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

    Advances in Intelligent Systems and Computing

  7. Stroke Rehabilitation: Detection of Finger Movements

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