Publications by the researcher in collaboration with Diana Manjarrés Martínez (9)

2023

  1. PLAHS: A Partial Labelling Autonomous Hyper-heuristic System for Industry 4.0 with application on classification of cold stamping process[Formula presented]

    Applied Soft Computing, Vol. 147

2022

  1. A hyper-heuristic inspired approach for automatic failure prediction in the context of industry 4.0

    Computers and Industrial Engineering, Vol. 171

  2. Influence of statistical feature normalisation methods on K-Nearest Neighbours and K-Means in the context of industry 4.0

    Engineering Applications of Artificial Intelligence, Vol. 111

2021

  1. Feature weighting methods: A review

    Expert Systems with Applications, Vol. 184

  2. Normalization Influence on ANN-Based Models Performance: A New Proposal for Features' Contribution Analysis

    IEEE Access, Vol. 9, pp. 125462-125477

  3. Soft-sensor design for vacuum distillation bottom product penetration classification

    Applied Soft Computing, Vol. 102

  4. Soft-sensor for class prediction of the percentage of pentanes in butane at a debutanizer column

    Sensors, Vol. 21, Núm. 12

2020

  1. A Novel Heuristic Approach for the Simultaneous Selection of the Optimal Clustering Method and Its Internal Parameters for Time Series Data

    Advances in Intelligent Systems and Computing

  2. Analysis and Application of Normalization Methods with Supervised Feature Weighting to Improve K-means Accuracy

    Advances in Intelligent Systems and Computing