Publications (23) HÉCTOR MESA JIMÉNEZ publications

2023

  1. Clinical Text Classification in Cancer Real-World Data in Spanish

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

2021

  1. Machine learning and natural language processing (NLP) approach to predict early progression to first-line treatment in real-world hormone receptor-positive (HR+)/HER2-negative advanced breast cancer patients

    European Journal of Cancer, Vol. 144, pp. 224-231

2020

  1. Improving learning and generalization capabilities of the C-Mantec constructive neural network algorithm

    Neural Computing and Applications, Vol. 32, Núm. 13, pp. 8955-8963

2019

  1. A Machine Learning Approach to Determine Abundance of Inclusions in Stainless Steel

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

  2. A Machine Learning Approach to Determine Abundance of Inclusions in Stainless Steel

    Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings

  3. Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks

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

  4. Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks

    Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings

2017

  1. Prediction of carbon monoxide (CO) atmospheric pollution concentrations using meterological variables

    WIT Transactions on Ecology and the Environment, Vol. 211, pp. 137-145

  2. Solving scheduling problems with genetic algorithms using a priority encoding scheme

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 52-61

2015

  1. Efficient detection of wound-bed and peripheral skin with statistical colour models

    Medical and Biological Engineering and Computing, Vol. 53, Núm. 4, pp. 345-359

2011

  1. PULAB: Computational-intelligence aided management, diagnosis, teleassistance and e-learning of pressure ulcers

    HEALTHINF 2011 - Proceedings of the International Conference on Health Informatics

2010

  1. Binary tissue classification on wound images with neural networks and bayesian classifiers

    IEEE Transactions on Medical Imaging, Vol. 29, Núm. 2, pp. 410-427

  2. Predicting the evolution of pressure ulcers

    HEALTHINF 2010 - 3rd International Conference on Health Informatics, Proceedings

2009

  1. A hybrid learning approach to tissue recognition in wound images

    International Journal of Intelligent Computing and Cybernetics, Vol. 2, Núm. 2, pp. 327-347

  2. Tissue recognition approach to pressure ulcer area estimation with neural networks

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

2008

  1. A hybrid approach for tissue recognition on wound images

    Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008

  2. Imprecise correlated activity in self-organizing maps of spiking neurons

    Neural Networks, Vol. 21, Núm. 6, pp. 810-816

  3. Tissue recognition for pressure ulcer evaluation

    IFMBE Proceedings

  4. Tissue recognition on pressure ulcer images in non controlled environments

    Proceedings of the 8th IASTED International Conference on Visualization, Imaging, and Image Processing, VIIP 2008

2007

  1. Integrate-and-fire neural networks with monosynaptic-like correlated activity

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