Publicaciones en colaboración con investigadoras/es de IK4-IKERLAN (8)

2023

  1. HPC Platform for Railway Safety-Critical Functionalities Based on Artificial Intelligence

    Applied Sciences (Switzerland), Vol. 13, Núm. 15

  2. Minimum Recall-Based Loss Function for Imbalanced Time Series Classification

    IEEE Transactions on Knowledge and Data Engineering, Vol. 35, Núm. 10, pp. 10024-10034

  3. Selective Imputation for Multivariate Time Series Datasets with Missing Values

    IEEE Transactions on Knowledge and Data Engineering, Vol. 35, Núm. 9, pp. 9490-9501

  4. Semi-Automatic Validation and Verification Framework for CV&AI-Enhanced Railway Signaling and Landmark Detector

    IEEE Transactions on Instrumentation and Measurement, Vol. 72

2022

  1. A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes]

    IEEE Computational Intelligence Magazine, Vol. 17, Núm. 1, pp. 102-114

2021

  1. A Review on Outlier/Anomaly Detection in Time Series Data

    ACM Computing Surveys, Vol. 54, Núm. 3

  2. Water leak detection using self-supervised time series classification

    Information Sciences, Vol. 574, pp. 528-541

2019

  1. Supervised non-parametric discretization based on Kernel density estimation

    Pattern Recognition Letters, Vol. 128, pp. 496-504