Boosting Optimum-Path Forest clustering through harmony Search and its applications for intrusion detection in computer networks. - Kelton A. P. Costa; Clayton R. Pereira; Rodrigo Nakamura; Luís A. M. Pereira; João Paulo Papa (CASoN, 2012)

BBA: A Binary Bat Algorithm for Feature Selection. - Rodrigo Y. M. Nakamura; Luís A. M. Pereira; Kelton A. P. Costa; Douglas Rodrigues; João P. Papa; Xin-She Yang 001 (SIBGRAPI, 2012)

Optimizing Feature Selection through Binary Charged System Search. - Douglas Rodrigues; Luís A. M. Pereira; João P. Papa; Caio C. O. Ramos; André N. de Souza; Luciene P. Papa (CAIP (1), 2013)

Harmony search applied for support vector machines training optimization. - Luís A. M. Pereira; João Paulo Papa; André N. de Souza (EUROCON, 2013)

A hybrid image restoration algorithm based on Projections Onto Convex Sets and Harmony Search. - Rafael Goncalves Pires; Luís A. M. Pereira; Alex F. Mansano; João P. Papa (ISCAS, 2013)

BCS: A Binary Cuckoo Search algorithm for feature selection. - Douglas Rodrigues; Luís A. M. Pereira; T. N. S. Almeida; João Paulo Papa; André N. de Souza; Caio C. O. Ramos; Xin-She Yang 001 (ISCAS, 2013)

A Multiple Labeling-Based Optimum-Path Forest for Video Content Classification. - Luís A. M. Pereira; João Paulo Papa; Jurandy Almeida; Ricardo da Silva Torres; Willian Paraguassu Amorim (SIBGRAPI, 2013)

Social-Spider Optimization-Based Artificial Neural Networks Training and Its Applications for Parkinson's Disease Identification. - Luís A. M. Pereira; Douglas Rodrigues; Patricia B. Ribeiro; João Paulo Papa; Silke A. T. Weber (CBMS, 2014)

A Binary Krill Herd Approach for Feature Selection. - Douglas Rodrigues; Luís A. M. Pereira; João Paulo Papa; Silke A. T. Weber (ICPR, 2014)

Learning Kernels for Support Vector Machines with Polynomial Powers of Sigmoid. - Silas Evandro Nachif Fernandes; André Luiz Pilastri; Luís A. M. Pereira; Rafael Goncalves Pires; João Paulo Papa (SIBGRAPI, 2014)

A social-spider optimization approach for support vector machines parameters tuning. - Danillo Roberto Pereira; Mario A. Pazoti; Luís A. M. Pereira; João Paulo Papa (SIS, 2014)

A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest. - Douglas Rodrigues; Luís A. M. Pereira; Rodrigo Y. M. Nakamura; Kelton A. P. Costa; Xin-She Yang 001; André N. de Souza; João Paulo Papa (Expert Syst. Appl., 2014)

A Step Towards the Automated Diagnosis of Parkinson's Disease: Analyzing Handwriting Movements. - Clayton R. Pereira; Danillo Roberto Pereira; Francisco A. da Silva; Christian Hook; Silke A. T. Weber; Luís A. M. Pereira; João Paulo Papa (CBMS, 2015)

RECOD @ Placing Task of MediaEval 2015. - Lin Tzy Li; Javier A. V. Muñoz; Jurandy Almeida; Rodrigo Tripodi Calumby; Otávio Augusto Bizetto Penatti; Ícaro C. Dourado; Keiller Nogueira; Pedro Ribeiro Mendes Júnior; Luís A. M. Pereira; Daniel Carlos Guimarães Pedronette; Jefersson Alex dos Santos; Marcos André Gonçalves; et al. (MediaEval, 2015)

A nature-inspired approach to speed up optimum-path forest clustering and its application to intrusion detection in computer networks. - Kelton A. P. Costa; Luís A. M. Pereira; Rodrigo Y. M. Nakamura; Clayton R. Pereira; João P. Papa; Alexandre Xavier Falcão (Inf. Sci., 2015)

Improving land cover classification through contextual-based optimum-path forest. - Daniel Osaku; Rodrigo Y. M. Nakamura; Luís A. M. Pereira; Rodrigo Jose Pisani; Alexandre L. M. Levada; Fabio A. M. Cappabianco; Alexandre X. Falcão; João Paulo Papa (Inf. Sci., 2015)

RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects. - Javier A. V. Muñoz; Lin Tzy Li; Ícaro C. Dourado; Keiller Nogueira; Samuel G. Fadel; Otávio Augusto Bizetto Penatti; Jurandy Almeida; Luís A. M. Pereira; Rodrigo Tripodi Calumby; Jefersson A. dos Santos; Ricardo da Silva Torres (MediaEval, 2016)

Social-Spider Optimization-based Support Vector Machines applied for energy theft detection. - Danillo Roberto Pereira; Mario A. Pazoti; Luís A. M. Pereira; Douglas Rodrigues; Caio C. O. Ramos; André N. de Souza; João P. Papa (Comput. Electr. Eng., 2016)

Projections onto convex sets parameter estimation through harmony search and its application for image restoration. - Rafael Goncalves Pires; Danillo Roberto Pereira; Luís A. M. Pereira; Alex F. Mansano; João P. Papa (Nat. Comput., 2016)

A Robust Restricted Boltzmann Machine for Binary Image Denoising. - Rafael Goncalves Pires; Daniel Felipe Silva Santos; Luís A. M. Pereira; Gustavo Botelho de Souza; Alexandre Luis Magalhaes Levada; João Paulo Papa (SIBGRAPI, 2017)

Semi-supervised transfer subspace for domain adaptation. - Luís A. M. Pereira; Ricardo da Silva Torres (Pattern Recognit., 2018)

A Needle in a Haystack? Harnessing Onomatopoeia and User-specific Stylometrics for Authorship Attribution of Micro-messages. - Antônio Theóphilo; Luís A. M. Pereira; Anderson Rocha 001 (ICASSP, 2019)

Image Semantic Representation for Event Understanding. - Caroline Mazini Rodrigues; Luís A. M. Pereira; Anderson Rocha 001; Zanoni Dias (WIFS, 2019)

Automatic identification of epileptic EEG signals through binary magnetic optimization algorithms. - Luís A. M. Pereira; João P. Papa; André L. V. Coelho; Clodoaldo Ap. M. Lima; Danillo Roberto Pereira; Victor Hugo C. de Albuquerque (Neural Comput. Appl., 2019)

The Rise of Data-Driven Models in Presentation Attack Detection. - Luís A. M. Pereira; Allan Pinto; Fernanda A. Andaló; Alexandre M. Ferreira; Bahram Lavi; Aurea Soriano-Vargas; Marcos V. M. Cirne; Anderson Rocha 001 (Deep Biometrics, 2020)

Temporally sorting images from real-world events. - Rafael Padilha; Fernanda A. Andaló; Bahram Lavi; Luís A. M. Pereira; Anderson Rocha 001 (Pattern Recognit. Lett., 2021)

Authorship Attribution - Twitter - 2019. - Antonio Theophilo; Luís A. M. Pereira; Anderson Rocha 001 (Zenodo, 2021)

Combining Deep Metric Learning Approaches for Aerial Scene Classification. - Fábio Augusto Faria; Luiz H. Buris; Fábio A. M. Cappabianco; Luís A. M. Pereira (CoRR, 2023)

Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification. - Fábio Augusto Faria; Luiz Henrique Buris; Luís Augusto Martins Pereira; Fabio Augusto Menocci Cappabianco (GECCO, 2024)