Luan Fonseca Garcia

28 papers A 1B 2Journal 9Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Quantization-Robust LLM Unlearning via Low-Rank Adaptation.
CoRR
João Vitor Boer Abitante, Joana Meneguzzo Pasquali, Luan Fonseca Garcia, Ewerton de Oliveira, Thomas da Silva Paula, Rodrigo C. Barros, Lucas S. Kupssinskü
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
Siamese Networks for Cat Re-Identification: Exploring Neural Models for Cat Instance Recognition.
CoRR
Tobias Trein, Luan Fonseca Garcia
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 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 — conf
How to classify domain entities into top-level ontology concepts using large language models: A study across multiple labels, resources, and languages.
JOWO
Alcides Lopes, Joel Luis Carbonera, Fabrício Henrique Rodrigues, Luan Fonseca Garcia, Mara Abel
2024 J jnl
Multiscale patch-based feature graphs for image classification.
Expert Syst. Appl.
Matheus V. Todescato, Luan Fonseca Garcia, Dennis Giovani Balreira, Joel Luis Carbonera
2024 — conf
Unveiling influential factors in classifying domain entities into top-level ontology concepts: An analysis using GO and ChEBI ontologies.
ONTOBRAS
Alcides Lopes, Joel Luis Carbonera, Fabrício Henrique Rodrigues, Luan Fonseca Garcia, Mara Abel
2023 — conf
Multiscale Context Features for Geological Image Classification.
ICEIS (1)
Matheus V. Todescato, Luan Fonseca Garcia, Dennis Giovani Balreira, Joel Luís Carbonera
2023 — conf
On the Use of ChatGPT for Classifying Domain Terms According to Upper Ontologies.
ER (Workshops)
Fabrício Henrique Rodrigues, Alcides Gonçalves Lopes Junior, Nicolau Oyhenard dos Santos, Luan Fonseca Garcia, Joel Luis Carbonera, Mara Abel
2023 — ed.
Proceedings of the XV Seminar on Ontology Research in Brazil (ONTOBRAS 2022) and VI Doctoral and Masters Consortium on Ontologies (WTDO 2022), Online, Brazil, November 22-25, 2022.
ONTOBRAS
José M. Parente de Oliveira, Daniela Schmidt, Luan Fonseca Garcia, Eduardo Ribeiro Felipe
2023 J jnl
Using terms and informal definitions to classify domain entities into top-level ontology concepts: An approach based on language models.
Knowl. Based Syst.
Alcides Lopes, Joel Luis Carbonera, Daniela Schmidt, Luan Fonseca Garcia, Fabrício Henrique Rodrigues, Mara Abel
2022 J jnl
GeoReservoir: An ontology for deep-marine depositional system geometry description.
Comput. Geosci.
Fernando Cicconeto, Lucas Valadares Vieira, Mara Abel, Renata dos Santos Alvarenga, Joel Luis Carbonera, Luan Fonseca Garcia
2022 — conf
Modelagem Conceitual do Domínio de Caracterização de Áreas de Risco a Escorregamentos Baseada em Ontologia de Fundamentação.
ONTOBRAS
Dean P. Melo, Joel Luis Carbonera, Luan Fonseca Garcia, Fabrício Henrique Rodrigues
2021 — conf
Documento e Contexto: uso de ontologias para representação semântica da produção documental arquivística.
ONTOBRAS
Marieta Marks Löw, Rafael Port da Rocha, Mara Abel, Luan Fonseca Garcia
2021 — —
GeoCore ontology: a core ontology for geological knowledge description
Luan Fonseca Garcia
2021 — conf
How do specialists express risks: an applied ontology for the oil & gas domain.
ONTOBRAS
Patricia F. Silva, Luan Fonseca Garcia, Guylerme Figueiredo, Rafael Jesus de Moraes, Regis Kruel Romeu
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 J jnl
The GeoCore ontology: A core ontology for general use in Geology.
Comput. Geosci.
Luan Fonseca Garcia, Mara Abel, Michel Perrin, Renata dos Santos Alvarenga
2020 — conf
What Geologists Talk About: Towards a Frequency-Based Ontological Analysis of Petroleum Domain Terms.
ONTOBRAS
Luan Fonseca Garcia, Fabrício Henrique Rodrigues, Alcides Gonçalves Lopes Junior, Renata dos Santos Alvarenga Kuchle, Michel Perrin, Mara Abel
2019 — conf
An Ontological Model for Turbidite Channel Migration.
ONTOBRAS
Fabrício Henrique Rodrigues, Luan Fonseca Garcia, Renata dos Santos Alvarenga Kuchle, Mara Abel
2019 A conf
What Rocks Are Made of: Towards an Ontological Pattern for Material Constitution in the Geological Domain.
ER
Luan Fonseca Garcia, Joel Luis Carbonera, Fabrício Henrique Rodrigues, Cauã Antunes, Mara Abel
2018 — conf
Uma Arquitetura Baseada em Ontologias para Composição Semântica de Workflows(An Ontology-Based Framework for Semantic Workflow Composition).
ONTOBRAS
Luan Fonseca Garcia, Jean-François Rainaud, Mara Abel
2017 J jnl
A Conceptual Framework for Rock Data Integration in Reservoir Models Based on Ontologies.
Int. J. Monit. Surveillance Technol. Res.
Luan Fonseca Garcia, Vinicius Medeiros Graciolli, Luiz Fernando De Ros, Mara Abel
2016 B conf
An Ontology-Based Conceptual Framework to Improve Rock Data Quality in Reservoir Models.
ICTAI
Luan Fonseca Garcia, Vinicius Medeiros Graciolli, Luiz Fernando De Ros, Mara Abel
2015 — conf
The Multiple Applications of a Mature Domain Ontology.
ONTOBRAS
Mara Abel, Joel Luis Carbonera, Sandro Rama Fiorini, Luan Fonseca Garcia, Luiz Fernando De Ros
2014 B conf
An Ontology-Based Automatic Approach for Lithologic Correlation.
ICTAI
Luan Fonseca Garcia, Joel Luis Carbonera, Mara Abel
2013 — conf
Ontologias Aplicadas ao Problema de Correlação Litológica no Domínio da Geologia do Petróleo.
ONTOBRAS
Luan Fonseca Garcia, Joel Luis Carbonera, Mara Abel