Joel Luis Carbonera
Orcid: 0000-0002-4499-3601Affiliations:
- Federal University of Rio Grande do Sul, Brazil
According to our database1,
Joel Luis Carbonera
authored at least 72 papers
between 2011 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
2012
2014
2016
2018
2020
2022
2024
0
5
10
1
1
2
3
2
1
2
1
3
1
9
5
3
4
4
3
3
3
1
8
4
4
2
1
1
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
-
on inf.ufrgs.br
On csauthors.net:
Bibliography
2025
A Framework for testing Federated Learning algorithms using an edge-like environment.
Future Gener. Comput. Syst., 2025
2024
Expert Syst. Appl., January, 2024
IEEE Trans. Syst. Man Cybern. Syst., 2024
Unveiling influential factors in classifying domain entities into top-level ontology concepts: An analysis using GO and ChEBI ontologies.
Proceedings of the 17th Seminar on Ontology Research in Brazil (ONTOBRAS 2024) and 8th Doctoral and Masters Consortium on Ontologies (WTDO 2024), 2024
How to classify domain entities into top-level ontology concepts using large language models: A study across multiple labels, resources, and languages.
Proceedings of the Joint Ontology Workshops (JOWO), 2024
Investigating Performance Patterns of Pre-Trained Models for Feature Extraction in Image Classification.
Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024
Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024
Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024
Graph Convolutional Networks for Image Classification: Comparing Approaches for Building Graphs from Images.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024
Cross-Domain Classification of Domain Entities into Top-Level Ontology Concepts Using BERT: A Study Case on the BFO Domain Ontologies.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024
2023
Using terms and informal definitions to classify domain entities into top-level ontology concepts: An approach based on language models.
Knowl. Based Syst., April, 2023
J. Ambient Intell. Humaniz. Comput., 2023
"A Nova Eletricidade: Aplicações, Riscos e Tendências da IA Moderna - "The New Electricity": Applications, Risks, and Trends in Current AI.
CoRR, 2023
Auxiliary Events - Towards an Ontological Account of Events That Affect Other Events.
Proceedings of the XVI Seminar on Ontology Research in Brazil (ONTOBRAS 2023) and VII Doctoral and Masters Consortium on Ontologies (WTDO 2023), Brasília, Brazil, August 28, 2023
A Systematic Evaluation of Machine Learning Approaches for Petroleum Production Forecasting.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023
Disjointness axioms between top-level ontology concepts as a heuristic for word similarity evaluation.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023
Proceedings of the Advances in Conceptual Modeling, 2023
Proceedings of the Escola de Computação PPGC/UFRGS 50 Anos: Transformando Desafios em Oportunidades Para o Futuro, 2023
2022
Comput. Geosci., 2022
Predicting the top-level ontological concepts of domain entities using word embeddings, informal definitions, and deep learning.
Expert Syst. Appl., 2022
Modelagem Conceitual do Domínio de Caracterização de Áreas de Risco a Escorregamentos Baseada em Ontologia de Fundamentação.
Proceedings of the XV Seminar on Ontology Research in Brazil (ONTOBRAS 2022) and VI Doctoral and Masters Consortium on Ontologies (WTDO 2022), 2022
Proceedings of the XV Seminar on Ontology Research in Brazil (ONTOBRAS 2022) and VI Doctoral and Masters Consortium on Ontologies (WTDO 2022), 2022
"All the Things that Come and Go, Stop and Say Hello": Towards an ontological account of how participants enter and exit events.
Proceedings of the Conceptual Modeling - 41st International Conference, 2022
2021
Proceedings of the XIV Seminar on Ontology Research in Brazil (ONTOBRAS 2021) and V Doctoral and Masters Consortium on Ontologies (WTDO 2021), 2021
Proposal of Development of an Ontological Framework for Events as Transitions among Situations.
Proceedings of the XIV Seminar on Ontology Research in Brazil (ONTOBRAS 2021) and V Doctoral and Masters Consortium on Ontologies (WTDO 2021), 2021
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021
2020
A Spatial Relation Ontology for Deep-Water Depositional System Description in Geology.
Proceedings of the XIII Seminar on Ontology Research in Brazil and IV Doctoral and Masters Consortium on Ontologies (ONTOBRAS 2020), 2020
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Proceedings of the Conceptual Modeling - 39th International Conference, 2020
2019
Mediation Challenges and Socio-Technical Gaps for Explainable Deep Learning Applications.
CoRR, 2019
An Efficient Approach for Semantic Relatedness Evaluation Based on Semantic Neighborhood.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
What Rocks Are Made of: Towards an Ontological Pattern for Material Constitution in the Geological Domain.
Proceedings of the Conceptual Modeling - 38th International Conference, 2019
2018
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018
Proceedings of the Artificial Intelligence and Soft Computing, 2018
Proceedings of the Big Data Analytics and Knowledge Discovery, 2018
2017
Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017
2016
Um arcabouço cognitivamente inspirado para representação de conhecimento e raciocínio.
PhD thesis, 2016
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016
2015
Visual interpretation of events in petroleum exploration: An approach supported by well-founded ontologies.
Expert Syst. Appl., 2015
Earth Sci. Informatics, 2015
Proceedings of the Brazilian Seminar on Ontologies (ONTOBRAS 2015), 2015
Proceedings of the Brazilian Seminar on Ontologies (ONTOBRAS 2015), 2015
Proceedings of the Joint Ontology Workshops 2015 Episode 1: The Argentine Winter of Ontology co-located with the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), 2015
A Cognitively Inspired Approach for Knowledge Representation and Reasoning in Knowledge-Based Systems.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015
Proceedings of the ICEIS 2015, 2015
A Cognition-inspired Knowledge Representation Approach for Knowledge-based Interpretation Systems.
Proceedings of the ICEIS 2015, 2015
Proceedings of the ICEIS 2015, 2015
2014
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
Categorical Data Clustering: A Correlation-Based Approach for Unsupervised Attribute Weighting.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
2013
Ontologias Aplicadas ao Problema de Correlação Litológica no Domínio da Geologia do Petróleo.
Proceedings of the 6th Seminar on Ontology Research in Brazil, 2013
Proceedings of the 6th Seminar on Ontology Research in Brazil, 2013
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
2012
Proceedings of Joint V Seminar on Ontology Research in Brazil and VII International Workshop on Metamodels, 2012
Abordagem para Aquisição de Conhecimento Visual e Refinamento de Ontologias para domínios visuais.
Proceedings of Joint V Seminar on Ontology Research in Brazil and VII International Workshop on Metamodels, 2012
2011
Proceedings of Joint IV Seminar on Ontology Research in Brazil and VI International Workshop on Metamodels, 2011