Joel Luís Carbonera

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Hierarchical Clustering Algorithm

Prototype Selection

Ontological Framework

Nearest Neighbor Classifier

Top Venues

Publications

Erick da Silva Puls, Matheus V. Todescato, Joel Luís Carbonera
An Evaluation of Pre-Trained Models for Feature Extraction in Image Classification. ICEIS (1) (2024)
Joel Luís Carbonera
Accelerating prototype selection with spatial abstraction. CoRR (2024)
Júlia Pelayo Rodrigues, Joel Luís Carbonera
Graph Convolutional Networks for Image Classification: Comparing Approaches for Building Graphs from Images. ICEIS (1) (2024)
Alcides Lopes, Joel Luís Carbonera, Nicolau Santos, Fabrício Henrique Rodrigues, Luan Fonseca Garcia, Mara Abel
Cross-Domain Classification of Domain Entities into Top-Level Ontology Concepts Using BERT: A Study Case on the BFO Domain Ontologies. ICEIS (2) (2024)
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
Standardizing an Ontology for Ethically Aligned Robotic and Autonomous Systems. IEEE Trans. Syst. Man Cybern. Syst. 54 (3) (2024)
Felipe Machado Schwanck, Marcos Tomazzoli Leipnitz, Joel Luís Carbonera, Juliano Araujo Wickboldt
A Framework for testing Federated Learning algorithms using an edge-like environment. CoRR (2024)
Matheus V. Todescato, Luan Fonseca Garcia, Dennis Giovani Balreira, Joel Luís Carbonera
Multiscale Context Features for Geological Image Classification. ICEIS (1) (2023)
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
Ontological concepts for information sharing in cloud robotics. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Fabrício Henrique Rodrigues, Joel Luís Carbonera, Lucas Valadares Vieira, Mara Abel
"All the Things that Come and Go, Stop and Say Hello": Towards an ontological account of how participants enter and exit events. ER (2022)
Joel Luís Carbonera
A Global Density-based Approach for Instance Selection. ICEIS (1) (2021)
Joel Luís Carbonera
LDBNN: A Local Density-based Nearest Neighbor Classifier. ICEIS (1) (2021)
Fabrício Henrique Rodrigues, Joel Luís Carbonera, Mara Abel
Proposal of Development of an Ontological Framework for Events as Transitions among Situations. ONTOBRAS (2021)
Fabrício Henrique Rodrigues, Joel Luís Carbonera, Lucas Valadares Vieira, Luan Fonseca Garcia, Mara Abel
What delimits an event: systems as invariant elements along events. ONTOBRAS (2021)
Fabrício Henrique Rodrigues, Joel Luís Carbonera, Mara Abel
Upper-Level Types of Occurrent Based on the Principle of Ontological Conservation. ER (2020)
Joel Luís Carbonera, Mara Abel
A Density-Based Prototype Selection Approach. ICAISC (2) (2020)
Joel Luís Carbonera, Mara Abel
An attraction-based approach for instance selection. ICTAI (2020)
Joel Luís Carbonera, Mara Abel
A Subspace Hierarchical Clustering Algorithm for Categorical Data. ICTAI (2019)
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
Ontologies for Industry 4.0. Knowl. Eng. Rev. 34 (2019)
Joel Luís Carbonera, Mara Abel
An Efficient Prototype Selection Algorithm Based on Dense Spatial Partitions. ICAISC (2) (2018)
Joel Luís Carbonera, Mara Abel
Efficient Instance Selection Based on Spatial Abstraction. ICTAI (2018)
Joel Luís Carbonera, Mara Abel
An Efficient Prototype Selection Algorithm Based on Spatial Abstraction. DaWaK (2018)