Thiago M. Carvalho

18 papers B 2C 3Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards out-of-distribution detection using gradient vectors.
Neural Networks
Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral
2025 — conf
Enhanced Quantum-Inspired Neural Architecture Search with Adaptive Pre-trained Backbone Integration.
BRACIS (1)
Diego Páez Ardila, Thiago M. Carvalho, Santiago Vasquez, Fabio H. Cardoso, Karla Figueiredo, Marley M. B. R. Vellasco
2025 J jnl
Exploring distribution-based approaches for out-of-distribution detection in deep learning models.
Neural Comput. Appl.
Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral
2025 — conf
Improving Underwater Ship Sound Classification with CNNs and Advanced Signal Processing.
ICEIS (1)
Pedro Guedes, José Franco Machado do Amaral, Thiago M. Carvalho, Pedro H. G. Coelho
2025 — conf
Optimizing Musical Genre Classification Using Genetic Algorithms.
ICEIS (1)
Caio Grasso, Thiago M. Carvalho, José Franco Machado do Amaral, Pedro H. G. Coelho, Robert Oliveira, Giomar Olivera
2025 B conf
Using Language Models for Extracting Legal Decisions from Portuguese Consumer Law Texts.
IJCNN
Santiago Vasquez, Thiago M. Carvalho, Diego Páez Ardila, João Verçosa, Eduardo Ramos, Alimed Celecia Ramos, Isabella Zalcberg Frajhof, Ana Lara Mangeth, Maria Julia de Lima, Karla Figueiredo, Meyer Nigri, Marley M. B. R. Vellasco
2025 — conf
e-AutoMFIS2: A Multi-Objective Fuzzy Model for Interpretable Multivariate Time Series Forecasting.
FUZZ
Diego Silva, Marley M. B. R. Vellasco, Thiago M. Carvalho
2024 — conf
A Fuzzy-Genetic Multi-Objective Optimization Method Applied to Deployment of Routers in Agricultural Crop Areas.
ICEIS (1)
Pedro H. G. Coelho, José F. M. do Amaral, Thiago M. Carvalho, R. A. Gomes, I. S. Cardoso, T. N. Souza
2023 — conf
A Feature-Based Out-of-Distribution Detection Approach in Skin Lesion Classification.
BRACIS (2)
Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral, Karla Figueiredo
2023 — conf
A Feature-Driven Approach to Identifying Unseen Pathologies in Skin Lesion Classification.
CAI
Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral
2023 J jnl
A Fuzzy-Based Multi-objective Optimization Applied to Analog Circuits for Fuzzy Systems.
SN Comput. Sci.
Pedro H. G. Coelho, José F. M. do Amaral, Thiago M. Carvalho, Marley M. B. R. Vellasco
2023 J jnl
Automatic generation of fuzzy inference systems for multivariate time series forecasting.
Fuzzy Sets Syst.
Thiago M. Carvalho, Marley M. B. R. Vellasco, José Franco Machado do Amaral
2023 C conf
Gaussian-Based Approach for Out-of-Distribution Detection in Deep Learning.
EANN
Thiago M. Carvalho, Marley M. B. R. Vellasco, José Franco Machado do Amaral
2023 — conf
Hybrid Fuzzy Genetic Method to Evolve PID Analog Circuits.
ICEIS (Revised Selected Papers 1)
Pedro H. G. Coelho, José Franco Machado do Amaral, Thiago M. Carvalho, Marley M. B. R. Vellasco
2023 B conf
Out-of-Distribution Detection in Deep Learning Models: A Feature Space-Based Approach.
IJCNN
Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral
2023 J jnl
Outlier Exposure for Open Set Crop Recognition From Multitemporal Image Sequences.
IEEE Geosci. Remote. Sens. Lett.
Thiago M. Carvalho, Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa
2019 C conf
Comparative Study of Computer Vision Models for Insect Pest Identification in Complex Backgrounds.
DeSE
Gabriel Lins Tenório, Felipe F. Martins, Thiago M. Carvalho, Antonio Candea Leite, Karla Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls
2019 C conf
On the Intelligent Control Design of an Agricultural Mobile Robot for Cotton Crop Monitoring.
DeSE
Adalberto I. S. Oliveira, Thiago M. Carvalho, Felipe F. Martins, Antonio Candea Leite, Karla T. Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls