Joel Luís Carbonera

34 papers A 2B 7Journal 12Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Digital Twins Monitoring: A Methodology for Generating and Validating Synthetic Failure Data for PHM.
IEEE Access
Rafael Schena, João Cesar Netto, Joel Luís Carbonera, Haroldo R. S. Silva, Mara Abel
2026 — ed.
Proceedings of the 18th Seminar on Ontology Research in Brazil (ONTOBRAS 2025) and 9th Doctoral and Masters Consortium on Ontologies (WTDO 2025), São José dos Campos, Brazil, September 29 - October 02, 2025.
ONTOBRAS
Fernanda Farinelli, Joel Luís Carbonera, Amanda Damasceno de Souza, Fabrício Henrique Rodrigues
2025 J jnl
A Framework for testing Federated Learning algorithms using an edge-like environment.
Future Gener. Comput. Syst.
Felipe Machado Schwanck, Marcos Tomazzoli Leipnitz, Joel Luís Carbonera, Juliano Araújo Wickboldt
2025 J jnl
An approach based on class activation maps for investigating the effects of data augmentation on neural networks for image classification.
CoRR
Lucas M. Dorneles, Luan Fonseca Garcia, Joel Luís Carbonera
2025 J jnl
Natural Language Processing in Geology: A Review of Portuguese Language Resources and Techniques.
Proces. del Leng. Natural
Rafael Oleques Nunes, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira, Joel Luís Carbonera
2025 B conf
No Labels Needed: Zero-Shot Image Classification with Collaborative Self-Learning.
ICTAI
Matheus Vinícius Todescato, Joel Luís Carbonera
2025 J jnl
No Labels Needed: Zero-Shot Image Classification with Collaborative Self-Learning.
CoRR
Matheus Vinícius Todescato, Joel Luís Carbonera
2025 B conf
Ontology-Guided Hybrid Loss for Fault Classification in Oil & Gas.
ICTAI
Gustavo Alexsandro de Lima, Joel Luís Carbonera, João Cesar Netto, Mara Abel
2025 J jnl
Using natural language definitions and language models for relationship classification.
Knowl. Based Syst.
Marina Martins Amorim, Alcides Gonçalves Lopes Junior, Fabrício Henrique Rodrigues, Joel Luís Carbonera
2024 J jnl
A Framework for testing Federated Learning algorithms using an edge-like environment.
CoRR
Felipe Machado Schwanck, Marcos Tomazzoli Leipnitz, Joel Luís Carbonera, Juliano Araújo Wickboldt
2024 J jnl
Accelerating prototype selection with spatial abstraction.
CoRR
Joel Luís Carbonera
2024 — conf
An Evaluation of Pre-Trained Models for Feature Extraction in Image Classification.
ICEIS (1)
Erick da Silva Puls, Matheus V. Todescato, Joel Luís Carbonera
2024 — conf
Architecting Digital Twins: From Concept to Reality.
CENTERIS/ProjMAN/HCist
Marcos Tomazzoli Leipnitz, Rafael Humann Petry, Fabrício Henrique Rodrigues, Haroldo Rojas de Souza Silva, Jaqueline Bitencourt Correia, Karin Becker, Juliano Araújo Wickboldt, Joel Luís Carbonera, João Cesar Netto, Mara Abel
2024 — conf
Cross-Domain Classification of Domain Entities into Top-Level Ontology Concepts Using BERT: A Study Case on the BFO Domain Ontologies.
ICEIS (2)
Alcides Lopes, Joel Luís Carbonera, Nicolau Santos, Fabrício Henrique Rodrigues, Luan Fonseca Garcia, Mara Abel
2024 — conf
Graph Convolutional Networks for Image Classification: Comparing Approaches for Building Graphs from Images.
ICEIS (1)
Júlia Pelayo Rodrigues, Joel Luís Carbonera
2024 J jnl
How to Classify Domain Entities Into Top-Level Ontology Concepts Using Large Language Models.
Appl. Ontology
Alcides Lopes, Joel Luís Carbonera, Fabrício Henrique Rodrigues, Luan Fonseca Garcia, Mara Abel
2024 B conf
Investigating Performance Patterns of Pre-Trained Models for Feature Extraction in Image Classification.
ICTAI
Matheus Vinícius Todescato, Joel Luís Carbonera
2024 J jnl
Standardizing an Ontology for Ethically Aligned Robotic and Autonomous Systems.
IEEE Trans. Syst. Man Cybern. Syst.
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
2023 — ch.
"A Nova Eletricidade": Aplicações, Riscos e Tendências da IA Moderna.
Escola de Computação PPGC/UFRGS 50 Anos
Ana L. C. Bazzan, Anderson R. Tavares, André Grahl Pereira, Cláudio R. Jung, Jacob Scharcanski, Joel Luís Carbonera, Luís C. Lamb, Mariana Recamonde Mendoza, Thiago L. T. da Silveira, Viviane P. Moreira
2023 — conf
Multiscale Context Features for Geological Image Classification.
ICEIS (1)
Matheus V. Todescato, Luan Fonseca Garcia, Dennis Giovani Balreira, Joel Luís Carbonera
2023 J jnl
Ontological concepts for information sharing in cloud robotics.
J. Ambient Intell. Humaniz. Comput.
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
2022 A conf
"All the Things that Come and Go, Stop and Say Hello": Towards an ontological account of how participants enter and exit events.
ER
Fabrício Henrique Rodrigues, Joel Luís Carbonera, Lucas Valadares Vieira, Mara Abel
2021 — conf
A Global Density-based Approach for Instance Selection.
ICEIS (1)
Joel Luís Carbonera
2021 — conf
LDBNN: A Local Density-based Nearest Neighbor Classifier.
ICEIS (1)
Joel Luís Carbonera
2021 — conf
Proposal of Development of an Ontological Framework for Events as Transitions among Situations.
ONTOBRAS
Fabrício Henrique Rodrigues, Joel Luís Carbonera, Mara Abel
2021 — conf
What delimits an event: systems as invariant elements along events.
ONTOBRAS
Fabrício Henrique Rodrigues, Joel Luís Carbonera, Lucas Valadares Vieira, Luan Fonseca Garcia, Mara Abel
2020 — conf
A Density-Based Prototype Selection Approach.
ICAISC (2)
Joel Luís Carbonera, Mara Abel
2020 B conf
An attraction-based approach for instance selection.
ICTAI
Joel Luís Carbonera, Mara Abel
2020 A conf
Upper-Level Types of Occurrent Based on the Principle of Ontological Conservation.
ER
Fabrício Henrique Rodrigues, Joel Luís Carbonera, Mara Abel
2019 B conf
A Subspace Hierarchical Clustering Algorithm for Categorical Data.
ICTAI
Joel Luís Carbonera, Mara Abel
2019 J jnl
Ontologies for Industry 4.0.
Knowl. Eng. Rev.
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
2018 — conf
An Efficient Prototype Selection Algorithm Based on Dense Spatial Partitions.
ICAISC (2)
Joel Luís Carbonera, Mara Abel
2018 B conf
An Efficient Prototype Selection Algorithm Based on Spatial Abstraction.
DaWaK
Joel Luís Carbonera, Mara Abel
2018 B conf
Efficient Instance Selection Based on Spatial Abstraction.
ICTAI
Joel Luís Carbonera, Mara Abel