Publications

Gabriel Pinheiro, Juarez L. F. Da Silva, Marcos G. Quiles (2022). SMICLR: Contrastive Learning on Multiple Molecular Representations for Semisupervised and Unsupervised Representation Learning. JCIM.

André F. Oliveira, Juarez L. F. Da Silva, Marcos G. Quiles (2022). Molecular Property Prediction and Molecular Design Using a Supervised Grammar Variational Autoencoder. JCIM.

alessandra.marli, Nicolás Rubido, Elbert E. N. Macau, Marcos G. Quiles (2022). Importance of Numerical Implementation and Clustering Analysis in Force-Directed Algorithms for Accurate Community Detection. AMC.

Jéssica Lamosa, Lívia R. Tomás, Marcos G. Quiles, Luciana R. Londe, Leonardo B. L. Santos, Elbert E. N. Macau (2021). Topological indexes and community structure for urban mobility networks: Variations in a business day. PLOSOne.

Alexandre Hild Aono, Ricardo José Gonzaga Pimenta, Ana Letycia Basso Garcia, Fernando Henrique Correr, Guilherme Kenichi Hosaka, Marishani Marin Carrasco, Cláudio Benício Cardoso-Silva, Melina Cristina Mancini, Danilo Augusto Sforça, Lucas Borges dos Santos, James Shiniti Nagai, Luciana Rossini Pinto, Marcos Guimarães de Andrade Landell, Monalisa Sampaio Carneiro, Thiago Willian Balsalobre, Marcos G. Quiles, Welison Andrade Pereira, Gabriel Rodrigues Alves Margarido, Anete Pereira de Souza (2021). The Wild Sugarcane and Sorghum Kinomes: Insights Into Expansion, Diversification, and Expression Patterns. Frontiers.

Luis Cesar Azevedo, Gabriel Pinheiro, Marcos G. Quiles, Juarez L. F. Da Silva, Ronaldo C. Prati (2021). Systematic Investigation of Error Distribution in Machine Learning Algorithms Applied to the Quantum-Chemistry QM9 Data Set Using the Bias and Variance Decomposition. JCIM.

alessandra.marli, Tiago Silva da Silva, Elbert E. N. Macau, Marcos G. Quiles (2021). Force-directed algorithms as a tool to support community detection. EPJST.

Krys E. A. Batista, Marinalva D. Soares, Marcos G. Quiles, Maurício J. Piotrowski, Juarez L. F. Da Silva (2021). Energy Decomposition to Access the Stability Changes Induced by CO Adsorption on Transition-Metal 13-Atom Clusters. JCIM.

wilson.ceron, Gabriela Gruszynski Sanseverino, Mathias-Felipe de-Lima-Santos, Marcos G. Quiles (2021). COVID-19 fake news diffusion across Latin America. SNAM.

Johnatan Mucelini, Marcos G. Quiles, Ronaldo C. Prati, Juarez L. F. Da Silva (2021). Correlation-Based Framework for Extraction of Insights from Quantum Chemistry Databases: Applications for Nanoclusters. JCIM.

wilson.ceron, Mathias-Felipe de-Lima-Santos, Marcos G. Quiles (2021). Fake news agenda in the era of COVID-19: Identifying trends through fact-checking content. OSNM.