All Stories

  1. Using natural language definitions and language models for relationship classification

    Article • Knowledge-Based Systems, October 2025, Elsevier

    MSc Joel L Carbonera

  2. A Framework for testing Federated Learning algorithms using an edge-like environment

    Article • Future Generation Computer Systems, May 2025, Elsevier

    MSc Joel L Carbonera

  3. Multiscale patch-based feature graphs for image classification

    Article • Expert Systems with Applications, January 2024, Elsevier

    MSc Joel L Carbonera

  4. Using terms and informal definitions to classify domain entities into top-level ontology concepts: An approach based on language models

    Article • Knowledge-Based Systems, April 2023, Elsevier

    MSc Joel L Carbonera

  5. On the Use of ChatGPT for Classifying Domain Terms According to Upper Ontologies

    Article • January 2023, Springer Science + Business Media

    MSc Joel L Carbonera

  6. Predicting the top-level ontological concepts of domain entities using word embeddings, informal definitions, and deep learning

    Article • Expert Systems with Applications, October 2022, Elsevier

    MSc Joel L Carbonera

  7. GeoReservoir: An ontology for deep-marine depositional system geometry description

    Article • Computers & Geosciences, February 2022, Elsevier

    MSc Joel L Carbonera

  8. “All the Things that Come and Go, Stop and Say Hello": Towards an ontological account of how participants enter and exit events

    Article • January 2022, Springer Science + Business Media

    MSc Joel L Carbonera

  9. A Global Density-based Approach for Instance Selection

    Article • January 2021, Scitepress

    MSc Joel L Carbonera

  10. LDBNN: A Local Density-based Nearest Neighbor Classifier

    Article • January 2021, Scitepress

    MSc Joel L Carbonera

  11. An attraction-based approach for instance selection

    Article • November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera

  12. Upper-Level Types of Occurrent Based on the Principle of Ontological Conservation

    Article • January 2020, Springer Science + Business Media

    MSc Joel L Carbonera

  13. Robotic Standard Development Life Cycle in Action

    Article • Journal of Intelligent & Robotic Systems, November 2019, Springer Science + Business Media

    MSc Joel L Carbonera

  14. A Subspace Hierarchical Clustering Algorithm for Categorical Data

    Article • November 2019, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera

  15. An Efficient Approach for Semantic Relatedness Evaluation Based on Semantic Neighborhood

    Article • November 2019, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera

  16. What Rocks Are Made of: Towards an Ontological Pattern for Material Constitution in the Geological Domain

    Article • January 2019, Springer Science + Business Media

    MSc Joel L Carbonera

  17. Local-Set Based-on Instance Selection Approach for Autonomous Object Modelling

    Article • International Journal of Advanced Computer Science and Applications, January 2019, The Science and Information Organization

    MSc Joel L Carbonera

  18. Ontologies for Industry 4.0

    Article • The Knowledge Engineering Review, January 2019, Cambridge University Press

    MSc Joel L Carbonera

  19. Efficient Instance Selection Based on Spatial Abstraction

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera

  20. An Efficient Prototype Selection Algorithm Based on Dense Spatial Partitions

    Article • January 2018, Springer Science + Business Media

    MSc Joel L Carbonera

  21. An Efficient Prototype Selection Algorithm Based on Spatial Abstraction

    Article • January 2018, Springer Science + Business Media

    MSc Joel L Carbonera

  22. Efficient Prototype Selection Supported by Subspace Partitions

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera

  23. Ontology for autonomous robotics

    Article • August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Paulo J. S. Gonçalves, MSc Joel L Carbonera

  24. Towards a Robot Task Ontology Standard

    Article • June 2017, ASME International

    Professor Paulo J. S. Gonçalves, MSc Joel L Carbonera

  25. An Efficient Approach for Instance Selection

    Article • January 2017, Springer Science + Business Media

    MSc Joel L Carbonera

  26. Requirements for building an ontology for autonomous robots

    Article • Industrial Robot the international journal of robotics research and application, August 2016, Emerald

    Dr Sajad Saeedi, Professor Paulo J. S. Gonçalves, MSc Joel L Carbonera

  27. A Density-Based Approach for Instance Selection

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera

  28. Extensions to the core ontology for robotics and automation

    Article • Robotics and Computer-Integrated Manufacturing, June 2015, Elsevier

    MSc Joel L Carbonera, Professor Paulo J. S. Gonçalves

  29. Exploring the IEEE ontology for robotics and automation for heterogeneous agent interaction

    Article • Robotics and Computer-Integrated Manufacturing, June 2015, Elsevier

    MSc Joel L Carbonera

  30. Visual interpretation of events in petroleum exploration: An approach supported by well-founded ontologies

    Article • Expert Systems with Applications, April 2015, Elsevier

    MSc Joel L Carbonera

  31. Ontological analysis for information integration in geomodeling

    Article • Earth Science Informatics, March 2015, Springer Science + Business Media

    MSc Joel L Carbonera

  32. Representation of part-whole similarity in geology

    Article • Earth Science Informatics, November 2014, Springer Science + Business Media

    MSc Joel L Carbonera

  33. An Ontology-Based Automatic Approach for Lithologic Correlation

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera

  34. An Entropy-Based Subspace Clustering Algorithm for Categorical Data

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera

  35. Categorical Data Clustering: A Correlation-Based Approach for Unsupervised Attribute Weighting

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera

  36. Ontology View Extraction: An Approach Based on Ontological Meta-properties

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera

  37. Defining positioning in a core ontology for robotics

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Paulo J. S. Gonçalves, MSc Joel L Carbonera

  38. Towards a core ontology for robotics and automation

    Article • Robotics and Autonomous Systems, November 2013, Elsevier

    Professor Paulo J. S. Gonçalves, MSc Joel L Carbonera

  39. Visual Interpretation of Events in Petroleum Geology

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    MSc Joel L Carbonera