Communication Diversity in Particle Swarm Optimizers. - Marcos A. C. Oliveira; Diego Pinheiro; Bruno Andrade; Carmelo J. A. Bastos Filho; Ronaldo Menezes (ANTS Conference, 2016)

A data science approach for quantifying spatio-temporal effects to graft failures in organ transplantation. - Diego Pinheiro; Farag Hamad; Martin Cadeiras; Ronaldo Menezes; Nezamoddin Nezamoddini-Kachouie (EMBC, 2016)

Characterization of Football Supporters from Twitter Conversations. - Diogo Ferreira Pacheco; Diego Pinheiro; Fernando Buarque de Lima Neto; Eraldo Ribeiro; Ronaldo Menezes (WI, 2016)

Characterizing Organ Donation Awareness from Social Media. - Diogo Ferreira Pacheco; Diego Pinheiro; Martin Cadeiras; Ronaldo Menezes (ICDE, 2017)

Better exploration-exploitation pace, better swarm: Examining the social interactions. - Marcos A. C. Oliveira; Diego Pinheiro; Mariana Macedo; Carmelo J. A. Bastos Filho; Ronaldo Menezes (LA-CCI, 2017)

Assessing the suitability of network community detection to available meta-data using rank stability. - Ryan Hartman; Josemar Faustino; Diego Pinheiro; Ronaldo Menezes (WI, 2017)

Entropy in Network Community as an Indicator of Language Structure in Emoji Usage: A Twitter Study Across Various Thematic Datasets. - Ryan Hartman; S. M. Mahdi Seyednezhad; Diego Pinheiro; Josemar Faustino; Ronaldo Menezes (COMPLEX NETWORKS (1), 2018)

Unveiling Swarm Intelligence with Network Science - the Metaphor Explained. - Marcos A. C. Oliveira; Diego Pinheiro; Mariana Macedo; Carmelo J. A. Bastos Filho; Ronaldo Menezes (CoRR, 2018)

Characterizing the Social Interactions in the Artificial Bee Colony Algorithm. - Lydia Taw; Nishant Gurrapadi; Mariana Macedo; Marcos A. C. Oliveira; Diego Pinheiro; Carmelo J. A. Bastos Filho; Ronaldo Menezes (CEC, 2019)

Modelling the Social Interactions in Ant Colony Optimization. - Nishant Gurrapadi; Lydia Taw; Mariana Macedo; Marcos A. C. Oliveira; Diego Pinheiro; Carmelo J. A. Bastos Filho; Ronaldo Menezes (IDEAL (2), 2019)

Network-Based Delineation of Health Service Areas: A Comparative Analysis of Community Detection Algorithms. - Diego Pinheiro; Ryan Hartman; Erick Romero; Ronaldo Menezes; Martin Cadeiras (CoRR, 2019)

Towards Automatic Clustering Analysis Using Traces of Information Gain: The InfoGuide Method. - Paulo Rocha 002; Diego Pinheiro; Martin Cadeiras; Carmelo J. A. Bastos Filho (FLAIRS, 2020)

Uncovering the social interaction network in swarm intelligence algorithms. - Marcos A. C. Oliveira; Diego Pinheiro; Mariana Macedo; Carmelo J. A. Bastos Filho; Ronaldo Menezes (Appl. Netw. Sci., 2020)

Fishing for interactions: a network science approach to modeling fish school search. - Mariana Macedo; Lydia Taw; Nishant Gurrapadi; Rodrigo C. Lira; Diego Pinheiro; Marcos A. C. Oliveira; Carmelo J. A. Bastos Filho; Ronaldo Menezes (GECCO, 2021)

Regularizing Neural Networks with Noise Injection for Classification of Brain Tumor in Magnetic Resonance Imaging. - Umberto Tenório de Barros Filho; Paulo Rocha 002; Marcos Oliveira; Andrea Maria Nogueira Cavalcanti Ribeiro; Rodrigo de Paula Monteiro; Diego Pinheiro (LA-CCI, 2023)

Forecasting Imminent Failures in Electrical Industrial Centrifuge using Machine Learning. - Leandro Ferreira Moura Filho; Rodrigo de Paula Monteiro; Diego Pinheiro; Patricia Takako Endo; Andrea Maria Nogueira Cavalcanti Ribeiro (LA-CCI, 2023)

A Unified Framework for Replicability of Anomaly Detection in Multiple Time Series: Enhancing GANF and RanSynCoders Pipelines with MFCC Feature Extraction for Acoustic Data. - Cristofer Silva; Matheus Coelho; Umberto Tenório de Barros Filho; Andrea Maria Nogueira Cavalcanti Ribeiro; Rodrigo de Paula Monteiro; Diego Pinheiro (LA-CCI, 2024)

Towards the Identification of Money Laundering in Bank Transactions using Recurrent Neural Networks. - Isadora Xavier; Edvaldo Veiga; Andrea Maria Nogueira Cavalcanti Ribeiro; Rodrigo de Paula Monteiro; Marcos Oliveira; Rodrigo Amaro; Diego Pinheiro (LA-CCI, 2024)

Larger cities, more commuters, more crime? The role of inter-city commuting in the scaling of urban crime. - Simon Puttock; Umberto Barros; Diego Pinheiro; Marcos Oliveira (CoRR, 2025)