Publicaciones en colaboración con investigadores/as de Universidad de Deusto (6)

2023

  1. Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big Data

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

2020

  1. Evaluating Automated Machine Learning on Supervised Regression Traffic Forecasting Problems

    Studies in Computational Intelligence (Springer), pp. 187-204

  2. General-purpose automated machine learning for transportation: a case study of auto-sklearn for traffic forecasting

    Communications in Computer and Information Science

2019

  1. A Taxonomy of Traffic Forecasting Regression Problems from a Supervised Learning Perspective

    IEEE Access, Vol. 7, pp. 68185-68205

  2. Multi-head CNN–RNN for multi-time series anomaly detection: An industrial case study

    Neurocomputing, Vol. 363, pp. 246-260

2018

  1. A preliminary study on automatic algorithm selection for short-term traffic forecasting

    Studies in Computational Intelligence (Springer Verlag), pp. 204-214