Application of machine learning and complex network measures to an EEG dataset from ayahuasca experiments
Alves, Caroline L, Cury, Rubens Gisbert, Roster, Kirstin, Pineda, Aruane M, Rodrigues, Francisco A, Thielemann, Christiane, Ciba, Manuel
Published in PloS one (16.12.2022)
Published in PloS one (16.12.2022)
Get full text
Journal Article
Quantile graphs for EEG-based diagnosis of Alzheimer’s disease
Pineda, Aruane M, Ramos, Fernando M, Betting, Luiz Eduardo, Campanharo, Andriana S. L. O
Published in PloS one (05.06.2020)
Published in PloS one (05.06.2020)
Get full text
Journal Article
Machine learning-based prediction of Q-voter model in complex networks
Pineda, Aruane M, Kent, Paul, Connaughton, Colm, Rodrigues, Francisco A
Published in Journal of statistical mechanics (01.12.2023)
Published in Journal of statistical mechanics (01.12.2023)
Get full text
Journal Article
Cultural heterogeneity constrains diffusion of innovations
Pineda, Aruane M., Reia, Sandro M., Connaughton, Colm, Fontanari, José F., Rodrigues, Francisco A.
Published in Europhysics letters (01.08.2023)
Published in Europhysics letters (01.08.2023)
Get full text
Journal Article
EEG functional connectivity and deep learning for automatic diagnosis of brain disorders: Alzheimer’s disease and schizophrenia
Alves, Caroline L, Pineda, Aruane M, Roster, Kirstin, Thielemann, Christiane, Rodrigues, Francisco A
Published in Journal of physic, complexity (01.06.2022)
Published in Journal of physic, complexity (01.06.2022)
Get full text
Journal Article
Analysis of functional connectivity using machine learning and deep learning in different data modalities from individuals with schizophrenia
Alves, Caroline L, Toutain, Thaise G L de O., Porto, Joel Augusto Moura, Aguiar, Patrícia Maria de Carvalho, de Sena, Eduardo Pondé, Rodrigues, Francisco A, Pineda, Aruane M, Thielemann, Christiane
Published in Journal of neural engineering (01.10.2023)
Published in Journal of neural engineering (01.10.2023)
Get full text
Journal Article
Machine learning-based prediction of Q-voter model in complex networks
Pineda, Aruane M, Kent, Paul, Connaughton, Colm, Rodrigues, Francisco A
Year of Publication 13.10.2023
Year of Publication 13.10.2023
Get full text
Journal Article
Machine learning for the prediction of voter model opinions through complex network structures
Pineda, Aruane M, Alves, Caroline L, Connaughton, Colm, Rodrigues, Francisco A
Year of Publication 14.11.2022
Year of Publication 14.11.2022
Get full text
Journal Article
Machine learning-based prediction of Q-voter model in complex networks
Pineda, Aruane M, Kent, Paul, Connaughton, Colm, Rodrigues, Francisco A
Published in arXiv.org (13.10.2023)
Get full text
Published in arXiv.org (13.10.2023)
Paper
Cultural heterogeneity constrains diffusion of innovations
Pineda, Aruane M, Reia, Sandro M, Connaughton, Colm, Fontanari, José F, Rodrigues, Francisco A
Published in arXiv.org (05.08.2023)
Get full text
Published in arXiv.org (05.08.2023)
Paper