Publicaciones en colaboración con investigadores/as de Universidad de Deusto (15)

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)

2022

  1. Dynamic Maximal Covering Location Problem with Facility Types and Time Dependent Availability

    Studies in Computational Intelligence

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

  3. Planning wi-fi access points activation in havana city: a proposal and preliminary results

    Communications in Computer and Information Science

2019

  1. 30 years of intelligence models in management and business: A bibliometric review

    International Journal of Information Management, Vol. 48, pp. 22-38

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

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

  3. 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

2017

  1. An algorithm portfolio for the dynamic maximal covering location problem

    Memetic Computing, Vol. 9, Núm. 2, pp. 141-151

  2. Distributed Data and Information Fusion in Visual Sensor Networks

    Distributed Data Fusion for Network-Centric Operations (CRC Press), pp. 435-466

2016

  1. Dynamic optimization with restricted and unrestricted moves between changes: A study on the dynamic maximal covering location problem

    2016 IEEE Congress on Evolutionary Computation, CEC 2016

  2. Fuzzy Models and Resolution Methods for Covering Location Problems: An Annotated Bibliography

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 24, Núm. 4, pp. 561-591

2015

  1. Algorithm portfolio based scheme for dynamic optimization problems

    International Journal of Computational Intelligence Systems, Vol. 8, Núm. 4, pp. 667-689

2013

  1. Distributed Data and Information Fusion in Visual Sensor Networks

    DISTRIBUTED DATA FUSION FOR NETWORK-CENTRIC OPERATIONS (CRC PRESS-TAYLOR & FRANCIS GROUP), pp. 435-465