Publications (90) Publications in which a researcher has participated

filter_list Artificial Intelligence

2025

  1. A Comparison Procedure for the Evaluation of Metaheuristics

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

  2. A Short Analysis of Hybrid Approaches in COVID‑19 for Detection and Diagnosing

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

  3. Few-shot generative compression approach for system health monitoring

    Reliability Engineering and System Safety, Vol. 256

  4. Integrating imprecise data in generative models using interval-valued Variational Autoencoders

    Information Fusion, Vol. 114

2024

  1. Análisis comparativo de metaheurísticas de base biológica

    Revista DYNA, Vol. 99, Núm. 3, pp. 296-302

  2. Enhancing Legal Sentiment Analysis: A Convolutional Neural Network–Long Short-Term Memory Document-Level Model

    Machine Learning and Knowledge Extraction, Vol. 6, Núm. 2, pp. 877-897

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

    Lecture Notes in Networks and Systems

  4. ICFormer: A Deep Learning model for informed lithium-ion battery diagnosis and early knee detection

    Journal of Power Sources, Vol. 592

  5. Rapidae: A Python Library for Creation, Experimentation, and Benchmarking of Autoencoder Models

    IEEE International Conference on Fuzzy Systems

  6. Recurrent variational autoencoder approach for remaining useful life estimation

    Logic Journal of the IGPL, Vol. 32, Núm. 4, pp. 605-623

  7. Sentiment analysis of Canadian maritime case law: a sentiment case law and deep learning approach

    International Journal of Information Technology (Singapore), Vol. 16, Núm. 6, pp. 3401-3409

  8. Using Ensemble Learning for Anomaly Detection in Cyber–Physical Systems

    Electronics (Switzerland), Vol. 13, Núm. 7

2023

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

    Lecture Notes in Networks and Systems

  2. A Preliminary Study of MLSE/ACE-III Stages for Primary Progressive Aphasia Automatic Identification Using Speech Features

    Lecture Notes in Networks and Systems

  3. A low-power HAR method for fall and high-intensity ADLs identification using wrist-worn accelerometer devices

    Logic Journal of the IGPL, Vol. 31, Núm. 2, pp. 375-389

  4. A*-Based Co-Evolutionary Approach for Multi-Robot Path Planning with Collision Avoidance

    Cybernetics and Systems, Vol. 54, Núm. 3, pp. 339-354

  5. Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings

    Lecture Notes in Networks and Systems

  6. Exploring the implementation of LSTM inference on FPGA

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

  7. Intent Recognition Using Recurrent Neural Networks on Vital Sign Data: A Machine Learning Approach

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

  8. Physics-informed learning under epistemic uncertainty with an application to system health modeling

    International Journal of Approximate Reasoning, Vol. 161