Publications in collaboration with researchers from Universidad de Alcalá (55)

2024

  1. Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review

    Theoretical and Applied Climatology, Vol. 155, Núm. 1, pp. 1-44

2023

  1. Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques

    Applied Soft Computing, Vol. 136

2022

  1. Persistence in complex systems

    Physics Reports, Vol. 957, pp. 1-73

  2. Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives

    Applied Soft Computing, Vol. 118

2020

  1. Stream learning in energy IoT systems: A case study in combined cycle power plants

    Energies, Vol. 13, Núm. 3

2019

  1. Bio-inspired computation: Where we stand and what's next

    Swarm and Evolutionary Computation, Vol. 48, pp. 220-250

  2. Optimal design of Microgrid’s network topology and location of the distributed renewable energy resources using the Harmony Search algorithm

    Soft Computing, Vol. 23, Núm. 15, pp. 6495-6510

2018

  1. Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics

    Neurocomputing, Vol. 271, pp. 18-27

  2. DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments

    Applied Soft Computing Journal, Vol. 68, pp. 693-709

  3. Optimal microgrid topology design and siting of distributed generation sources using a multi-objective substrate Layer Coral Reefs Optimization Algorithm

    Sustainability (Switzerland), Vol. 11, Núm. 1

2017

  1. A grouping harmony search algorithm for assigning resources to users in WCDMA mobile networks

    Advances in Intelligent Systems and Computing

  2. A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks

    International Journal of Bio-Inspired Computation

  3. A novel grouping harmony search algorithm for clustering problems

    Advances in Intelligent Systems and Computing

  4. A probabilistic sample matchmaking strategy for imbalanced data streams with concept drift

    Studies in Computational Intelligence, Vol. 678, pp. 237-246

  5. Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems

    Applied Soft Computing Journal, Vol. 52, pp. 760-770

  6. On the creation of diverse ensembles for nonstationary environments using bio-inspired heuristics

    Advances in Intelligent Systems and Computing

2016

  1. A feature selection method for author identification in interactive communications based on supervised learning and language typicality

    Engineering Applications of Artificial Intelligence, Vol. 56, pp. 175-184

  2. A harmony search approach for the selective pick-up and delivery problem with delayed drop-off

    Advances in Intelligent Systems and Computing

  3. A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids

    Soft Computing, Vol. 20, Núm. 11, pp. 4287-4300

  4. A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria

    Expert Systems with Applications, Vol. 55, pp. 388-402