André Luiz Carvalho Ottoni

According to our database, André Luiz Carvalho Ottoni authored at least 10 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A systematic review of Green Machine Learning: practices and challenges for sustainability.

Samara Oliveira Silva Santos, André Luiz Carvalho Ottoni, Rita Borgo, Danton Ferreira, Erivelton Geraldo Nepomuceno

Artif. Intell. Rev., May, 2026

2025

Automated reinforcement learning for sequential ordering problem using hyperparameter optimization and metalearning.

André Luiz Carvalho Ottoni

Auton. Intell. Syst., December, 2025

Raising Awareness of Energy Consumption in Machine Learning.

Samara Oliveira Silva Santos, Laís Medeiros, André Luiz Carvalho Ottoni, Rita Borgo, Erivelton G. Nepomuceno

Proceedings of the 32nd IEEE International Conference on Electronics, Circuits and Systems, 2025

2024

Transfer Reinforcement Learning for Combinatorial Optimization Problems.

Gleice Kelly Barbosa Souza, Samara Oliveira Silva Santos, André Luiz Carvalho Ottoni, Marcos Santos Oliveira, Daniela Carine Ramires Oliveira, Erivelton Geraldo Nepomuceno

Algorithms, 2024

2023

Automated hyperparameter tuning for crack image classification with deep learning.

André Luiz Carvalho Ottoni, Artur Moura Souza, Marcela Silva Novo

Soft Comput., December, 2023

Deep Learning for vision systems in Construction 4.0: a systematic review.

André Luiz Carvalho Ottoni, Marcela Silva Novo, Daniel B. da Costa

Signal Image Video Process., July, 2023

Hyperparameter tuning of convolutional neural networks for building construction image classification.

André Luiz Carvalho Ottoni, Marcela Silva Novo, Daniel B. da Costa

Vis. Comput., March, 2023

Tuning of data augmentation hyperparameters in deep learning to building construction image classification with small datasets.

André Luiz Carvalho Ottoni, Raphael M. de Amorim, Marcela Silva Novo, Daniel B. da Costa

Int. J. Mach. Learn. Cybern., January, 2023

2022

Reinforcement learning for the traveling salesman problem with refueling.

André Luiz Carvalho Ottoni, Erivelton G. Nepomuceno, Marcos S. de Oliveira, Daniela C. R. de Oliveira

Complex Intell. Syst., 2022

2020

Tuning of reinforcement learning parameters applied to SOP using the Scott-Knott method.

André Luiz Carvalho Ottoni, Erivelton G. Nepomuceno, Marcos S. de Oliveira, Daniela C. R. de Oliveira

Soft Comput., 2020