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)

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 001 (Int. J. Mach. Learn. Cybern., 2023)

Hyperparameter tuning of convolutional neural networks for building construction image classification. - André Luiz Carvalho Ottoni; Marcela Silva Novo; Daniel B. da Costa 001 (Vis. Comput., 2023)

Deep Learning for vision systems in Construction 4.0: a systematic review. - André Luiz Carvalho Ottoni; Marcela Silva Novo; Daniel B. da Costa 001 (Signal Image Video Process., 2023)

Automated hyperparameter tuning for crack image classification with deep learning. - André Luiz Carvalho Ottoni; Artur Moura Souza; Marcela Silva Novo (Soft Comput., 2023)

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)

Automated reinforcement learning for sequential ordering problem using hyperparameter optimization and metalearning. - André Luiz Carvalho Ottoni (Auton. Intell. Syst., 2025)