Publications (103) ISMAEL NAVAS DELGADO publications

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2025

  1. Addressing significant challenges for animal detection in camera trap images: a novel deep learning-based approach

    Scientific Reports, Vol. 15, Núm. 1

  2. Model-agnostic local explanation: Multi-objective genetic algorithm explainer

    Engineering Applications of Artificial Intelligence, Vol. 139

  3. Semantic-Driven Workflow Automation for Large-Scale Data Analytics

    ERCIM NEWS

  4. YOKO ONtO: You only KNIT One Ontology

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

2024

  1. A deep learning LSTM-based approach for forecasting annual pollen curves: Olea and Urticaceae pollen types as a case study

    Computers in Biology and Medicine, Vol. 168

  2. BIGOWL4DQ: Ontology-driven approach for Big Data quality meta-modelling, selection and reasoning

    Information and Software Technology, Vol. 167

  3. Feature selection using a classification error impurity algorithm and an adaptive genetic algorithm improved with an external repository

    Knowledge-Based Systems, Vol. 301

  4. Multi-objective context-guided consensus of a massive array of techniques for the inference of Gene Regulatory Networks

    Computers in Biology and Medicine, Vol. 179

  5. Pattern recognition frequency-based feature selection with multi-objective discrete evolution strategy for high-dimensional medical datasets

    Expert Systems with Applications, Vol. 249

  6. e-Science workflow: A semantic approach for airborne pollen prediction

    Knowledge-Based Systems, Vol. 284

2023

  1. Ensemble-based genetic algorithm explainer with automized image segmentation: A case study on melanoma detection dataset

    Computers in Biology and Medicine, Vol. 155

  2. GENECI: A novel evolutionary machine learning consensus-based approach for the inference of gene regulatory networks

    Computers in Biology and Medicine, Vol. 155

  3. Human Activity Recognition From Sensorised Patient's Data in Healthcare: A Streaming Deep Learning-Based Approach

    IJIMAI, Vol. 8, Núm. 1, pp. 23-37

  4. Human activity recognition from sensorised patient´s data in healthcare: a streaming Deep Learning-based approach

    Actas de las XXVII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2023)

  5. KNIT: Ontology reusability through knowledge graph exploration

    Expert Systems with Applications, Vol. 228

  6. LEGO: Linked electronic government ontology

    Journal of Information Science

  7. NORA: Scalable OWL reasoner based on NoSQL databases and Apache Spark

    Software - Practice and Experience, Vol. 53, Núm. 12, pp. 2377-2392

  8. SALON ontology for the formal description of Sequence Alignments

    Actas de las XXVII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2023)

  9. SALON ontology for the formal description of sequence alignments

    BMC Bioinformatics, Vol. 24, Núm. 1

  10. Scalable approach for high-resolution land cover: a case study in the Mediterranean Basin

    Journal of Big Data, Vol. 10, Núm. 1