Marcos Aurélio Santos da Silva

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 4

Top Topics

Unsupervised Learning

Som Neural Network

Growing Self Organizing Map

Top Venues

Publications

Marcos Aurélio Santos da Silva, Pedro V. de A. Barreto, Leonardo N. Matos, Gastão Florêncio Miranda Junior, Márcia H. G. Dompieri, Fábio R. de Moura, Fabrícia K. S. Resende, Paulo Novais, Pedro Oliveira
A Self-Organizing Map Clustering Approach to Support Territorial Zoning. CIARP (2023)
Marcos Aurélio Santos da Silva, Leonardo N. Matos, Flávio E. de O. Santos, Márcia H. G. Dompieri, Fábio R. de Moura
Feature extraction of spatial panel data with autoencoders for clustering the Brazilian agricultural diversity. GEOINFO (2022)
Marcos Aurélio Santos da Silva, Leonardo N. Matos, Flávio E. O. Santos, Fábio R. de Moura, Márcia H. G. Dompieri
Evaluating a self-organizing map approach to cluster a Brazilian agricultural diversity spatial panel data. GeoInfo (2021)
Marcos Aurélio Santos da Silva, Christophe Sibertin-Blanc
A Stylized Model of Individual-Society Interaction Based on Luhmann's Theory. MABS (2017)
Marcos Aurélio Santos da Silva, Antônio Miguel Vieira Monteiro, José Simeão Medeiros
Visualization of Geospatial Data by Component Planes and U-matrix. GeoInfo (2004)