Joel Luis Carbonera

According to our database, Joel Luis Carbonera authored at least 64 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multiscale patch-based feature graphs for image classification.

Matheus V. Todescato, Luan Fonseca Garcia, Dennis Giovani Balreira, Joel Luis Carbonera

Expert Syst. Appl., January, 2024

Standardizing an Ontology for Ethically Aligned Robotic and Autonomous Systems.

Michael Houghtaling, Sandro Rama Fiorini, Nicola Fabiano, Paulo J. S. Gonçalves, Ozlem Ulgen, Tamás Haidegger, Joel Luís Carbonera, Joanna Isabelle Olszewska, Brian Page, Zvikomborero Murahwi, Edson Prestes

IEEE Trans. Syst. Man Cybern. Syst., 2024

Accelerating prototype selection with spatial abstraction.

Joel Luís Carbonera

CoRR, 2024

2023

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

Alcides Lopes, Joel Luis Carbonera, Daniela Schmidt, Luan Fonseca Garcia, Fabrício Henrique Rodrigues, Mara Abel

Knowl. Based Syst., April, 2023

Ontological concepts for information sharing in cloud robotics.

Edison Pignaton de Freitas, Joanna Isabelle Olszewska, Joel Luís Carbonera, Sandro Rama Fiorini, Alaa M. Khamis, S. Veera Ragavan, Marcos E. Barreto, Edson Prestes, Maki K. Habib, Signe A. Redfield, Abdelghani Chibani, Paulo J. S. Gonçalves, Julita Bermejo-Alonso, Ricardo Sanz, Elisa Tosello, Alberto Olivares Alarcos, Andréa Aparecida Konzen, João Quintas, Howard Li

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.

Ana L. C. Bazzan, Anderson R. Tavares, André G. Pereira, Cláudio R. Jung, Jacob Scharcanski, Joel Luis Carbonera, Luís C. Lamb, Mariana Recamonde Mendoza, Thiago L. T. da Silveira, Viviane P. Moreira

CoRR, 2023

An evaluation of pre-trained models for feature extraction in image classification.

Erick da Silva Puls, Matheus V. Todescato, Joel Luis Carbonera

CoRR, 2023

Auxiliary Events - Towards an Ontological Account of Events That Affect Other Events.

Fabrício Henrique Rodrigues, Joel Luis Carbonera, Mara Abel

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.

Marcos V. L. Pivetta, Artur H. Simon, Matheus M. Costa, Mara Abel, Joel Luis Carbonera

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.

Alcides Lopes, Joel Luis Carbonera, Mara Abel

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Multiscale Context Features for Geological Image Classification.

Matheus V. Todescato, Luan Fonseca Garcia, Dennis Giovani Balreira, Joel Luís Carbonera

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

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

Fabrício Henrique Rodrigues, Alcides Gonçalves Lopes Junior, Nicolau Oyhenard dos Santos, Luan Fonseca Garcia, Joel Luis Carbonera, Mara Abel

Proceedings of the Advances in Conceptual Modeling, 2023

"A Nova Eletricidade": Aplicações, Riscos e Tendências da IA Moderna.

Ana L. C. Bazzan, Anderson R. Tavares, André G. Pereira, Cláudio R. Jung, Jacob Scharcanski, Joel Luís Carbonera, Luís C. Lamb, Mariana Recamonde Mendoza, Thiago L. T. da Silveira, Viviane P. Moreira

Proceedings of the Escola de Computação PPGC/UFRGS 50 Anos: Transformando Desafios em Oportunidades Para o Futuro, 2023

2022

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

Fernando Cicconeto, Lucas Valadares Vieira, Mara Abel, Renata dos Santos Alvarenga, Joel Luis Carbonera, Luan Fonseca Garcia

Comput. Geosci., 2022

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

Alcides Gonçalves Lopes Junior, Joel Luis Carbonera, Daniela Schimdt, Mara Abel

Expert Syst. Appl., 2022

Modelagem Conceitual do Domínio de Caracterização de Áreas de Risco a Escorregamentos Baseada em Ontologia de Fundamentação.

Dean P. Melo, Joel Luis Carbonera, Luan Fonseca Garcia, Fabrício Henrique Rodrigues

Proceedings of the XV Seminar on Ontology Research in Brazil (ONTOBRAS 2022) and VI Doctoral and Masters Consortium on Ontologies (WTDO 2022), 2022

Learning Domain Ontologies Based on Deep Learning e Top-Level Ontologies.

Alcides Gonçalves Lopes Junior, Joel Luis Carbonera, Mara Abel

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.

Fabrício Henrique Rodrigues, Joel Luís Carbonera, Lucas Valadares Vieira, Mara Abel

Proceedings of the Conceptual Modeling - 41st International Conference, 2022

2021

What delimits an event: systems as invariant elements along events.

Fabrício Henrique Rodrigues, Joel Luís Carbonera, Lucas Valadares Vieira, Luan Fonseca Garcia, Mara Abel

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.

Fabrício Henrique Rodrigues, Joel Luís Carbonera, Mara Abel

Proceedings of the XIV Seminar on Ontology Research in Brazil (ONTOBRAS 2021) and V Doctoral and Masters Consortium on Ontologies (WTDO 2021), 2021

A Global Density-based Approach for Instance Selection.

Joel Luís Carbonera

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

LDBNN: A Local Density-based Nearest Neighbor Classifier.

Joel Luís Carbonera

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

2020

Robotic Standard Development Life Cycle in Action.

Joanna Isabelle Olszewska, Michael Houghtaling, Paulo Jorge Sequeira Gonçalves, Nicola Fabiano, Tamás Haidegger, Joel Luis Carbonera, William Remington Patterson, S. Veera Ragavan, Sandro Rama Fiorini, Edson Prestes

J. Intell. Robotic Syst., 2020

A Spatial Relation Ontology for Deep-Water Depositional System Description in Geology.

Fernando Cicconeto, Lucas Valadares Vieira, Mara Abel, Renata dos Santos Alvarenga, Joel Luis Carbonera

Proceedings of the XIII Seminar on Ontology Research in Brazil and IV Doctoral and Masters Consortium on Ontologies (ONTOBRAS 2020), 2020

An attraction-based approach for instance selection.

Joel Luís Carbonera, Mara Abel

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

A Density-Based Prototype Selection Approach.

Joel Luís Carbonera, Mara Abel

Proceedings of the Artificial Intelligence and Soft Computing, 2020

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

Fabrício Henrique Rodrigues, Joel Luís Carbonera, Mara Abel

Proceedings of the Conceptual Modeling - 39th International Conference, 2020

2019

Ontologies for Industry 4.0.

Sampath Kumar Veera Ragavan, Alaa M. Khamis, Sandro Rama Fiorini, Joel Luís Carbonera, Alberto Olivares Alarcos, Maki K. Habib, Paulo Jorge Sequeira Gonçalves, Howard Li, Joanna Isabelle Olszewska

Knowl. Eng. Rev., 2019

Mediation Challenges and Socio-Technical Gaps for Explainable Deep Learning Applications.

Rafael Rossi de Mello Brandão, Joel Luis Carbonera, Clarisse S. de Souza, Juliana S. Jansen Ferreira, Bernardo N. Gonçalves, Carla Faria Leitão

CoRR, 2019

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

Alcides Lopes, Renata dos Santos Alvarenga, Joel Luis Carbonera, Mara Abel

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

A Subspace Hierarchical Clustering Algorithm for Categorical Data.

Joel Luís Carbonera, Mara Abel

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.

Luan Fonseca Garcia, Joel Luis Carbonera, Fabrício Henrique Rodrigues, Cauã Antunes, Mara Abel

Proceedings of the Conceptual Modeling - 38th International Conference, 2019

2018

Efficient Instance Selection Based on Spatial Abstraction.

Joel Luís Carbonera, Mara Abel

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

An Efficient Prototype Selection Algorithm Based on Dense Spatial Partitions.

Joel Luís Carbonera, Mara Abel

Proceedings of the Artificial Intelligence and Soft Computing, 2018

An Efficient Prototype Selection Algorithm Based on Spatial Abstraction.

Joel Luís Carbonera, Mara Abel

Proceedings of the Big Data Analytics and Knowledge Discovery, 2018

2017

Ontology for autonomous robotics.

Joanna Isabelle Olszewska, Marcos E. Barreto, Julita Bermejo-Alonso, Joel Luis Carbonera, Abdelghani Chibani, Sandro Rama Fiorini, Paulo Jorge Sequeira Gonçalves, Maki K. Habib, Alaa M. Khamis, Alberto Olivares Alarcos, Edison Pignaton de Freitas, Edson Prestes, S. Veera Ragavan, Signe A. Redfield, Ricardo Sanz, Bruce Spencer, Howard Li

Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017

Efficient Prototype Selection Supported by Subspace Partitions.

Joel Luis Carbonera, Mara Abel

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

An Efficient Approach for Instance Selection.

Joel Luis Carbonera

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

2016

Um arcabouço cognitivamente inspirado para representação de conhecimento e raciocínio.

Joel Luis Carbonera

PhD thesis, 2016

Requirements for building an ontology for autonomous robots.

Behzad Bayat, Julita Bermejo-Alonso, Joel Luis Carbonera, Tullio Facchinetti, Sandro Rama Fiorini, Paulo Jorge Sequeira Gonçalves, Vitor A. M. Jorge, Maki K. Habib, Alaa M. Khamis, Kamilo Melo, Bao Nguyen, Joanna Isabelle Olszewska, Liam Paull, Edson Prestes, S. Veera Ragavan, Sajad Saeedi G., Ricardo Sanz, Mae L. Seto, Bruce Spencer, Amirkhosro Vosughi, Howard Li

Ind. Robot, 2016

A Novel Density-Based Approach for Instance Selection.

Joel Luis Carbonera, Mara Abel

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.

Joel Luis Carbonera, Mara Abel, Claiton M. S. Scherer

Expert Syst. Appl., 2015

Representation of part-whole similarity in geology.

Sandro Rama Fiorini, Mara Abel, Joel Luis Carbonera

Earth Sci. Informatics, 2015

Ontological analysis for information integration in geomodeling.

Mara Abel, Michel Perrin, Joel Luis Carbonera

Earth Sci. Informatics, 2015

Extended Ontologies: a Cognitively Inspired Approach.

Joel Luis Carbonera, Mara Abel

Proceedings of the Brazilian Seminar on Ontologies (ONTOBRAS 2015), 2015

The Multiple Applications of a Mature Domain Ontology.

Mara Abel, Joel Luis Carbonera, Sandro Rama Fiorini, Luan Fonseca Garcia, Luiz Fernando De Ros

Proceedings of the Brazilian Seminar on Ontologies (ONTOBRAS 2015), 2015

A Novel Approach for Extracting Well-Founded Ontology Views.

Jose Lozano, Joel Luis Carbonera, Mara Abel

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.

Joel Luis Carbonera, Mara Abel

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Density-Based Approach for Instance Selection.

Joel Luis Carbonera, Mara Abel

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

RockQuery - An Ontology-based Data Querying Tool.

Jose Lozano, Joel Luis Carbonera, Marcelo Pimenta, Mara Abel

Proceedings of the ICEIS 2015, 2015

A Cognition-inspired Knowledge Representation Approach for Knowledge-based Interpretation Systems.

Joel Luis Carbonera, Mara Abel

Proceedings of the ICEIS 2015, 2015

CBK-Modes: A Correlation-based Algorithm for Categorical Data Clustering.

Joel Luis Carbonera, Mara Abel

Proceedings of the ICEIS 2015, 2015

2014

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

Jose Lozano, Joel Luis Carbonera, Mara Abel, Marcelo Pimenta

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

An Ontology-Based Automatic Approach for Lithologic Correlation.

Luan Fonseca Garcia, Joel Luis Carbonera, Mara Abel

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

An Entropy-Based Subspace Clustering Algorithm for Categorical Data.

Joel Luis Carbonera, Mara Abel

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

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

Joel Luis Carbonera, Mara Abel

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2013

Towards a core ontology for robotics and automation.

Edson Prestes, Joel Luis Carbonera, Sandro Rama Fiorini, Vitor A. M. Jorge, Mara Abel, Raj Madhavan, Angela Locoro, Paulo J. S. Gonçalves, Marcos E. Barreto, Maki K. Habib, Abdelghani Chibani, Sébastien Gérard, Yacine Amirat, Craig Schlenoff

Robotics Auton. Syst., 2013

Ontologias Aplicadas ao Problema de Correlação Litológica no Domínio da Geologia do Petróleo.

Luan Fonseca Garcia, Joel Luis Carbonera, Mara Abel

Proceedings of the 6th Seminar on Ontology Research in Brazil, 2013

Uma Ontologia para Padronização do Domínio de Robótica e Automação.

Sandro Rama Fiorini, Joel Luis Carbonera, Vitor A. M. Jorge, Edson Prestes, Mara Abel

Proceedings of the 6th Seminar on Ontology Research in Brazil, 2013

Defining positioning in a core ontology for robotics.

Joel Luis Carbonera, Sandro Rama Fiorini, Edson Prestes, Vitor A. M. Jorge, Mara Abel, Raj Madhavan, Angela Locoro, Paulo J. S. Gonçalves, Tamás Haidegger, Marcos E. Barreto, Craig Schlenoff

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Visual Interpretation of Events in Petroleum Geology.

Joel Luis Carbonera, Mara Abel, Claiton M. S. Scherer, Ariane Kravczyk Bernardes

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

2012

Using Events from UFO-B in an Ontology Collaborative Construction Environment.

Douglas Eduardo Rosa, Joel Luis Carbonera, Gabriel M. Torres, Mara Abel

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.

Joel Luis Carbonera, Mara Abel, Claiton M. S. Scherer, Ariane Kravczyk Bernardes

Proceedings of Joint V Seminar on Ontology Research in Brazil and VII International Workshop on Metamodels, 2012

2011

Reasoning Over Visual Knowledge.

Joel Luis Carbonera, Mara Abel, Claiton M. S. Scherer, Ariane Kravczyk Bernardes

Proceedings of Joint IV Seminar on Ontology Research in Brazil and VI International Workshop on Metamodels, 2011