Spatial modeling of aerogeophysical data and interpretation of SAR images with application to geological and metallogenetic mapping of the central Bacajá Domain, State of Pará, Brazil. - Cleyton de Carvalho Carneiro (2010)

Imputation of reactive silica and available alumina in bauxites by self-organizing maps. - Cleyton de Carvalho Carneiro; Dayana Niazabeth Del Valle Silva Yanez; Carina Ulsen; Stephen J. Fraser; Juliana Livi Antoniassi; Simone P. A. Paz; Romulo Simoes Angelica; Henrique Kahn (WSOM, 2017)

Self-organizing maps as a tool for segmentation of Magnetic Resonance Imaging (MRI) of relapsing-remitting multiple sclerosis. - Paulo Afonso Mei; Cleyton de Carvalho Carneiro; Michelle Chaves Kuroda; Stephen J. Fraser; Li Li Min; Fabiano Reis (WSOM, 2017)

New Crustal Framework in the Amazon Craton Based on Geophysical Data: Evidences of Deep East-West Trending Suture Zones. - Cleyton de Carvalho Carneiro; Caetano Juliani; Saulo A. Carreiro-Araujo; Lena Virginia S. Monteiro; Alvaro Penteado Crósta; Carlos Marcello D. Fernandes (IEEE Geosci. Remote. Sens. Lett., 2019)

Synthetic Slowness Shear Well-Log Prediction Using Supervised Machine Learning Models. - Hugo Tamoto; Rodrigo Colnago Contreras; Francisco Lledo dos Santos; Monique Simplicio Viana; Rafael dos Santos Gioria; Cleyton de Carvalho Carneiro (ICAISC (1), 2022)

Carbonate lithofacies classification in optical microscopy: a data-centric approach using augmentation and GAN synthetic images. - Rafael Andrello Rubo; Mateus Fontana Michelon; Cleyton de Carvalho Carneiro (Earth Sci. Informatics, 2023)

IntraSOM: A comprehensive Python library for Self-Organizing Maps with hexagonal toroidal maps training and missing data handling. - Rodrigo César Teixeira de Gouvêa; Rafael dos Santos Gioria; Gustavo Rodovalho Marques; Cleyton de Carvalho Carneiro (Softw. Impacts, 2023)