André Luiz Carvalho Ottoni

Reinforcement learning for the traveling salesman problem with refueling

André Luiz Carvalho Ottoni, Erivelton G. Nepomuceno, Marcos Santos de Oliveira et al. · Complex & Intelligent Systems · 2021 · 59 citations · Full text

Natural Sciences, Industrial Engineering, Transportation Planning +14

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 S. Novo et al. · International Journal of Machine Learning and Cybernetics · 2022 · 57 citations · Full text

Computing, Computer Science, Computer Vision +14

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

André Luiz Carvalho Ottoni, Erivelton G. Nepomuceno, Marcos Santos de Oliveira et al. · Soft Computing · 2019 · 35 citations

Computing, Computer Science, Machine Learning +6

A Deep Learning Approach for Speech Emotion Recognition Optimization Using Meta-Learning

Lara Toledo Cordeiro Ottoni, André Luiz Carvalho Ottoni, Jés de Jesus Fiais Cerqueira · Electronics · 2023 · 25 citations · Full text

Computing, Computer Science, Robotics Engineering +17

Automated hyperparameter tuning for crack image classification with deep learning

André Luiz Carvalho Ottoni, A. M. Felippe de Souza, Marcela S. Novo · Soft Computing · 2023 · 23 citations

Computing, Computer Science, Computer Vision +13