Publications (337) Publications in which a researcher has participated View referenced research data.

2024

  1. Advance Monitoring of COVID-19 Incidence Based on Taxi Mobility: The Infection Ratio Measure

    Healthcare (Switzerland), Vol. 12, Núm. 5

  2. Classification performance assessment for imbalanced multiclass data

    Scientific Reports, Vol. 14, Núm. 1

  3. Effective Identification and Authentication of Healthcare IoT Using Fog Computing with Hybrid Cryptographic Algorithm

    Symmetry, Vol. 16, Núm. 6

  4. IMCP: A Python package for imbalanced and multiclass data classifier performance comparison

    SoftwareX, Vol. 28

  5. Random Neural Network Ensemble for Very High Dimensional Datasets

    Proceedings of the 13th International Conference on Data Science, Technology and Applications, DATA 2024

  6. Walkability index for world heritage cities in developing countries

    Environment and Planning B: Urban Analytics and City Science

2023

  1. Comparative Analysis of the Prediction of the Academic Performance of Entering University Students Using Decision Tree and Random Forest

    Lecture Notes in Networks and Systems

  2. Evolutionary feature selection on high dimensional data using a search space reduction approach

    Engineering Applications of Artificial Intelligence, Vol. 117

  3. Shifting Pattern Biclustering and Boolean Reasoning Symmetry

    Symmetry, Vol. 15, Núm. 11

2022

  1. A new challenge for data analytics: transposons

    BioData Mining

  2. Land Use Identification through Social Network Interaction

    Applied Sciences (Switzerland), Vol. 12, Núm. 17

  3. Multiclass Classification Performance Curve

    IEEE Access, Vol. 10, pp. 68915-68921

2021

  1. Earthquake Prediction in California Using Feature Selection Techniques

    16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) Advances in Intelligent Systems and Computing

2020

  1. Filter-based feature selection in the context of evolutionary neural networks in supervised machine learning

    Pattern Analysis and Applications, Vol. 23, Núm. 1, pp. 467-491

  2. Searching for Association Rules to Forecast Earthquakes

    Iberian Conference on Information Systems and Technologies, CISTI

  3. Searching for Association Rules to Forecast Earthquakes

    2020 15TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2020)

2019

  1. A novel ensemble method for electric vehicle power consumption forecasting: Application to the Spanish system

    IEEE Access, Vol. 7, pp. 120840-120856

  2. A novel ensemble modeling approach for the spatial prediction of tropical forest fire susceptibility using LogitBoost machine learning classifier and multi-source geospatial data

    Theoretical and Applied Climatology, Vol. 137, Núm. 1-2, pp. 637-653

  3. A novel hybrid algorithm to forecast functional time series based on pattern sequence similarity with application to electricity demand

    Energies, Vol. 12, Núm. 1

  4. Application of discrete-interval moving seasonalities to Spanish electricity demand forecasting during easter

    Energies, Vol. 12, Núm. 6