André Luiz Carvalho Ottoni

universidade federal dos vales do jequitinhonha e mucuri

10H指数

64论文数

334被引数

收录论文 9

发表时间

AltarData: A novel annotated dataset for object detection in the Brazilian heritage altars using deep learning AltarData：用于巴西文化遗产祭坛物体检测的深度学习注释数据集

Journal of Cultural Heritage

IF3.3

2026-08-01

PREAI

Ottoni, Andre Luiz Carvalho; Ottoni, Lara Toledo Cordeiro

Sustainable artificial intelligence for historic building components classification: a case of UNESCO world heritage site in Congonhas, Brazil 可持续人工智能用于历史建筑构件分类：巴西孔戈尼亚斯联合国教科文组织世界遗产地的案例研究

Journal of Cultural Heritage Management and Sustainable Development

IF1.2

2026-05-01

PREAI

Ottoni, Andre Luiz Carvalho; Ottoni, Lara Toledo Cordeiro

Multi-Objective Reinforcement Learning Algorithm for Irregular Spatial Clusters Detection 多目标强化学习算法用于不规则空间簇检测

PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I

IF0

2026-01-01

PREAI

Oliveira, Denis; Duarte, Anderson; Ottoni, Andre; Moreira, Gladston

A deep learning approach for cultural heritage building classification using transfer learning and data augmentation 基于迁移学习和数据增强的文化遗产建筑分类的深度学习方法

Journal of Cultural Heritage

IF3.3

2025-06-30

PREAI

André Luiz Carvalho Ottoni; Lara Toledo Cordeiro Ottoni

Automated hyperparameter tuning for crack image classification with deep learning 基于深度学习的裂缝图像分类超参数自动调整

SOFT COMPUTING

IF2.5

2023-08-18

PREAI

Ottoni, Andre Luiz Carvalho; Souza, Artur Moura; Novo, Marcela Silva

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

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2022-04-13

OAAI

Ottoni, Andre Luiz C.; de Amorim, Raphael M.; Novo, Marcela S.; Costa, Dayana B.

Hyperparameter tuning of convolutional neural networks for building construction image classification

VISUAL COMPUTER

IF2.9

2022-01-12

PREAI

Carvalho Ottoni, Andre Luiz; Novo, Marcela Silva; Costa, Dayana Bastos

Reinforcement learning for the traveling salesman problem with refueling

COMPLEX & INTELLIGENT SYSTEMS

IF4.6

2021-06-16

OAAI

Ottoni, Andre L. C.; Nepomuceno, Erivelton G.; Oliveira, Marcos S. de; Oliveira, Daniela C. R. de

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

SOFT COMPUTING

IF2.5

2019-07-06

PREAI

Ottoni, Andre L. C.; Nepomuceno, Erivelton G.; de Oliveira, Marcos S.; de Oliveira, Daniela C. R.

研究方向