Publications (27) CRISTOBAL BARBA GONZALEZ publications

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2025

  1. Big Data-driven MLOps workflow for annual high-resolution land cover classification models

    Future Generation Computer Systems, Vol. 163

  2. 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. Towards an open-source MLOps architecture

    IEEE Software

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

    Knowledge-Based Systems, Vol. 284

2023

  1. KNIT: Ontology reusability through knowledge graph exploration

    Expert Systems with Applications, Vol. 228

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

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

2021

  1. BIGOWL: Knowledge Centered Big Data Analytics

    Actas de las XXV Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2021): [Málaga, 22 al 24 de septiembre de 2021]

  2. Injecting domain knowledge in multi-objective optimization problems: A semantic approach

    Computer Standards and Interfaces, Vol. 78

  3. TITAN: A knowledge-based platform for Big Data workflow management

    Knowledge-Based Systems, Vol. 232

2020

  1. A multi-objective interactive dynamic particle swarm optimizer

    Progress in Artificial Intelligence, Vol. 9, Núm. 1, pp. 55-65

  2. On the design of a framework integrating an optimization engine with streaming technologies

    Future Generation Computer Systems, Vol. 107, pp. 538-550

2019

  1. Automatic configuration of NSGA-II with jMetal and irace

    GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion

  2. BIGOWL: Knowledge centered Big Data analytics

    Expert Systems with Applications, Vol. 115, pp. 543-556

2018

  1. About designing an observer pattern-based architecture for a multi-objective metaheuristic optimization framework

    Studies in Computational Intelligence (Springer Verlag), pp. 50-60

  2. Algoritmo evolutivo multi-objetivo para la toma de decisiones interactiva en optimización dinámica

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  3. Análisis de datos de acelerometría para la detección de tipos de actividades

    Actas de las 23rd Jornadas de Ingenieria del Software y Bases de Datos, JISBD 2018

  4. Artificial decision maker driven by PSO: An approach for testing reference point based interactive methods

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

  5. Big Data Optimization: Framework algorítmico para el análisis de datos guiado por semántica

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España