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André Luiz Carvalho Ottoni

Universidade Federal de Ouro Preto

10H-index
63Paper Count
334Citation Count
Published Papers 8
Publication Date
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Sustainable artificial intelligence for historic building components classification: a case of UNESCO world heritage site in Congonhas, Brazil
errJournal of Cultural Heritage Management and Sustainable Development
IF1.2
err2026-05-01
err1
PREAI
errOttoni, Andre Luiz Carvalho; Ottoni, Lara Toledo Cordeiro
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Multi-Objective Reinforcement Learning Algorithm for Irregular Spatial Clusters Detection
errPROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I
IF0
err2026-01-01
err0
PREAI
errOliveira, Denis; Duarte, Anderson; Ottoni, Andre; Moreira, Gladston
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A deep learning approach for cultural heritage building classification using transfer learning and data augmentation
errJournal of Cultural Heritage
IF3.3
err2025-06-30
err0
PREAI
errAndré Luiz Carvalho Ottoni; Lara Toledo Cordeiro Ottoni
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Automated hyperparameter tuning for crack image classification with deep learning
errSOFT COMPUTING
IF2.5
err2023-08-18
err11
PREAI
errOttoni, Andre Luiz Carvalho; Souza, Artur Moura; Novo, Marcela Silva
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Tuning of data augmentation hyperparameters in deep learning to building construction image classification with small datasets
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2022-04-13
err23
errOAAI
errOttoni, Andre Luiz C.; de Amorim, Raphael M.; Novo, Marcela S.; Costa, Dayana B.
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Hyperparameter tuning of convolutional neural networks for building construction image classification
errVISUAL COMPUTER
IF2.9
err2022-01-12
err8
PREAI
errCarvalho Ottoni, Andre Luiz; Novo, Marcela Silva; Costa, Dayana Bastos
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Reinforcement learning for the traveling salesman problem with refueling
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2021-06-16
err28
errOAAI
errOttoni, Andre L. C.; Nepomuceno, Erivelton G.; Oliveira, Marcos S. de; Oliveira, Daniela C. R. de
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Tuning of reinforcement learning parameters applied to SOP using the Scott-Knott method
errSOFT COMPUTING
IF2.5
err2019-07-06
err26
PREAI
errOttoni, Andre L. C.; Nepomuceno, Erivelton G.; de Oliveira, Marcos S.; de Oliveira, Daniela C. R.
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Research Directions

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Co-authors
Cooperation Journals
E
Erivelton G. Nepomuceno
H-index: 24 · Papers: 260
D
Dayana Bastos Costa
H-index: 18 · Papers: 168
G
Gladston Moreira
H-index: 13 · Papers: 92
M
Marcos Santos de Oliveira
H-index: 10 · Papers: 48
M
Marcela S. Novo
H-index: 10 · Papers: 38
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