Joel Luis Carbonera

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 32

Top Venues

Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil (PHD)

Education History

Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil

PHD

Publications

Matheus V. Todescato, Luan Fonseca Garcia, Dennis Giovani Balreira, Joel Luis Carbonera
Multiscale patch-based feature graphs for image classification. Expert Syst. Appl. 235 (2024)
Marcos V. L. Pivetta, Artur H. Simon, Matheus M. Costa, Mara Abel, Joel Luis Carbonera
A Systematic Evaluation of Machine Learning Approaches for Petroleum Production Forecasting. ICTAI (2023)
Alcides Lopes, Joel Luis Carbonera, Mara Abel
Disjointness axioms between top-level ontology concepts as a heuristic for word similarity evaluation. ICTAI (2023)
Alcides Lopes, Joel Luis Carbonera, Daniela Schmidt, Luan Fonseca Garcia, Fabrício Henrique Rodrigues, Mara Abel
Using terms and informal definitions to classify domain entities into top-level ontology concepts: An approach based on language models. Knowl. Based Syst. 265 (2023)
Erick da Silva Puls, Matheus V. Todescato, Joel Luis Carbonera
An evaluation of pre-trained models for feature extraction in image classification. CoRR (2023)
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
"A Nova Eletricidade: Aplicações, Riscos e Tendências da IA Moderna - "The New Electricity": Applications, Risks, and Trends in Current AI. CoRR (2023)
Fabrício Henrique Rodrigues, Alcides Gonçalves Lopes Junior, Nicolau Oyhenard dos Santos, Luan Fonseca Garcia, Joel Luis Carbonera, Mara Abel
On the Use of ChatGPT for Classifying Domain Terms According to Upper Ontologies. ER (Workshops) (2023)
Fabrício Henrique Rodrigues, Joel Luis Carbonera, Mara Abel
Auxiliary Events - Towards an Ontological Account of Events That Affect Other Events. ONTOBRAS (2023)
Dean P. Melo, Joel Luis Carbonera, Luan Fonseca Garcia, Fabrício Henrique Rodrigues
Modelagem Conceitual do Domínio de Caracterização de Áreas de Risco a Escorregamentos Baseada em Ontologia de Fundamentação. ONTOBRAS (2022)
Alcides Gonçalves Lopes Junior, Joel Luis Carbonera, Mara Abel
Learning Domain Ontologies Based on Deep Learning e Top-Level Ontologies. ONTOBRAS (2022)
Fernando Cicconeto, Lucas Valadares Vieira, Mara Abel, Renata dos Santos Alvarenga, Joel Luis Carbonera, Luan Fonseca Garcia
GeoReservoir: An ontology for deep-marine depositional system geometry description. Comput. Geosci. 159 (2022)
Alcides Gonçalves Lopes Junior, Joel Luis Carbonera, Daniela Schimdt, Mara Abel
Predicting the top-level ontological concepts of domain entities using word embeddings, informal definitions, and deep learning. Expert Syst. Appl. 203 (2022)
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
Robotic Standard Development Life Cycle in Action. J. Intell. Robotic Syst. 98 (1) (2020)
Fernando Cicconeto, Lucas Valadares Vieira, Mara Abel, Renata dos Santos Alvarenga, Joel Luis Carbonera
A Spatial Relation Ontology for Deep-Water Depositional System Description in Geology. ONTOBRAS (2020)
Luan Fonseca Garcia, Joel Luis Carbonera, Fabrício Henrique Rodrigues, Cauã Antunes, Mara Abel
What Rocks Are Made of: Towards an Ontological Pattern for Material Constitution in the Geological Domain. ER (2019)
Alcides Lopes, Renata dos Santos Alvarenga, Joel Luis Carbonera, Mara Abel
An Efficient Approach for Semantic Relatedness Evaluation Based on Semantic Neighborhood. ICTAI (2019)
Joel Luis Carbonera
An Efficient Approach for Instance Selection. DaWaK (2017)
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
Ontology for autonomous robotics. RO-MAN (2017)
Joel Luis Carbonera, Mara Abel
Efficient Prototype Selection Supported by Subspace Partitions. ICTAI (2017)
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
Requirements for building an ontology for autonomous robots. Ind. Robot 43 (5) (2016)
Joel Luis Carbonera, Mara Abel
A Novel Density-Based Approach for Instance Selection. ICTAI (2016)
Mara Abel, Michel Perrin, Joel Luis Carbonera
Ontological analysis for information integration in geomodeling. Earth Sci. Informatics 8 (1) (2015)
Joel Luis Carbonera, Mara Abel
Extended Ontologies: a Cognitively Inspired Approach. ONTOBRAS (2015)
Joel Luis Carbonera, Mara Abel
A Cognition-inspired Knowledge Representation Approach for Knowledge-based Interpretation Systems. ICEIS (1) (2015)
Sandro Rama Fiorini, Mara Abel, Joel Luis Carbonera
Representation of part-whole similarity in geology. Earth Sci. Informatics 8 (1) (2015)
Jose Lozano, Joel Luis Carbonera, Marcelo Pimenta, Mara Abel
RockQuery - An Ontology-based Data Querying Tool. ICEIS (3) (2015)
Joel Luis Carbonera, Mara Abel
A Cognitively Inspired Approach for Knowledge Representation and Reasoning in Knowledge-Based Systems. IJCAI (2015)
Joel Luis Carbonera, Mara Abel
A Density-Based Approach for Instance Selection. ICTAI (2015)
Jose Lozano, Joel Luis Carbonera, Mara Abel
A Novel Approach for Extracting Well-Founded Ontology Views. JOWO@IJCAI (2015)
Joel Luis Carbonera, Mara Abel, Claiton M. S. Scherer
Visual interpretation of events in petroleum exploration: An approach supported by well-founded ontologies. Expert Syst. Appl. 42 (5) (2015)
Joel Luis Carbonera, Mara Abel
CBK-Modes: A Correlation-based Algorithm for Categorical Data Clustering. ICEIS (1) (2015)
Mara Abel, Joel Luis Carbonera, Sandro Rama Fiorini, Luan Fonseca Garcia, Luiz Fernando De Ros
The Multiple Applications of a Mature Domain Ontology. ONTOBRAS (2015)
Luan Fonseca Garcia, Joel Luis Carbonera, Mara Abel
An Ontology-Based Automatic Approach for Lithologic Correlation. ICTAI (2014)
Joel Luis Carbonera, Mara Abel
Categorical Data Clustering: A Correlation-Based Approach for Unsupervised Attribute Weighting. ICTAI (2014)
Joel Luis Carbonera, Mara Abel
An Entropy-Based Subspace Clustering Algorithm for Categorical Data. ICTAI (2014)
Jose Lozano, Joel Luis Carbonera, Mara Abel, Marcelo Pimenta
Ontology View Extraction: An Approach Based on Ontological Meta-properties. ICTAI (2014)
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
Defining positioning in a core ontology for robotics. IROS (2013)
Joel Luis Carbonera, Mara Abel, Claiton M. S. Scherer, Ariane Kravczyk Bernardes
Visual Interpretation of Events in Petroleum Geology. ICTAI (2013)
Luan Fonseca Garcia, Joel Luis Carbonera, Mara Abel
Ontologias Aplicadas ao Problema de Correlação Litológica no Domínio da Geologia do Petróleo. ONTOBRAS (2013)
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
Towards a core ontology for robotics and automation. Robotics Auton. Syst. 61 (11) (2013)
Sandro Rama Fiorini, Joel Luis Carbonera, Vitor A. M. Jorge, Edson Prestes, Mara Abel
Uma Ontologia para Padronização do Domínio de Robótica e Automação. ONTOBRAS (2013)
Joel Luis Carbonera, Mara Abel, Claiton M. S. Scherer, Ariane Kravczyk Bernardes
Abordagem para Aquisição de Conhecimento Visual e Refinamento de Ontologias para domínios visuais. ONTOBRAS-MOST (2012)
Douglas Eduardo Rosa, Joel Luis Carbonera, Gabriel M. Torres, Mara Abel
Using Events from UFO-B in an Ontology Collaborative Construction Environment. ONTOBRAS-MOST (2012)
Joel Luis Carbonera, Mara Abel, Claiton M. S. Scherer, Ariane Kravczyk Bernardes
Reasoning Over Visual Knowledge. ONTOBRAS-MOST (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Joel Luis Carbonera