Precipitates Segmentation from Scanning Electron Microscope Images through Machine Learning Techniques. - João P. Papa; Clayton R. Pereira; Victor Hugo C. de Albuquerque; Cleiton C. Silva; Alexandre X. Falcão; João Manuel R. S. Tavares (IWCIA, 2011)

Intrusion detection system using Optimum-Path Forest. - Clayton R. Pereira; Rodrigo Nakamura; João Paulo Papa; Kelton A. P. Costa (LCN, 2011)

Optimum-Path Forest Pruning Parameter Estimation through Harmony Search. - Rodrigo Nakamura; Clayton R. Pereira; João Paulo Papa; Alexandre X. Falcão (SIBGRAPI, 2011)

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)

Automatic landslide recognition through Optimum-Path Forest. - Rodrigo Pisani; Paulina Riedel; Kelton A. P. Costa; Rodrigo Nakamura; Clayton R. Pereira; Gustavo H. Rosa; João P. Papa (IGARSS, 2012)

Intrusion detection in computer networks using Optimum-Path Forest clustering. - Kelton A. P. Costa; Clayton R. Pereira; Rodrigo Nakamura; João Paulo Papa (LCN, 2012)

An Optimum-Path Forest framework for intrusion detection in computer networks. - Clayton R. Pereira; Rodrigo Y. M. Nakamura; Kelton A. P. Costa; João P. Papa (Eng. Appl. Artif. Intell., 2012)

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)

Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest. - Kelton A. P. da Costa; Luis Alexandre da Silva; Guilherme Brandão Martins; Gustavo H. Rosa; Clayton R. Pereira; João Paulo Papa (ICMLA, 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)

Learning Parameters in Deep Belief Networks Through Firefly Algorithm. - Gustavo H. Rosa; João Paulo Papa; Kelton A. P. Costa; Leandro A. Passos Junior; Clayton R. Pereira; Xin-She Yang 001 (ANNPR, 2016)

Deep Learning-Aided Parkinson's Disease Diagnosis from Handwritten Dynamics. - Clayton R. Pereira; Silke A. T. Weber; Christian Hook; Gustavo H. Rosa; João Paulo Papa (SIBGRAPI, 2016)

A new computer vision-based approach to aid the diagnosis of Parkinson's disease. - Clayton R. Pereira; Danillo Roberto Pereira; Francisco A. da Silva; João P. Masieiro; Silke A. T. Weber; Christian Hook; João P. Papa (Comput. Methods Programs Biomed., 2016)

Convolutional Neural Networks Applied for Parkinson's Disease Identification. - Clayton R. Pereira; Danillo Roberto Pereira; João Paulo Papa; Gustavo H. Rosa; Xin-She Yang 001 (Machine Learning for Health Informatics, 2016)

Parkinson's Disease Identification Using Restricted Boltzmann Machines. - Clayton R. Pereira; Leandro A. Passos; Ricardo R. Lopes; Silke A. T. Weber; Christian Hook; João Paulo Papa (CAIP (2), 2017)

Parkinson's Disease Identification through Deep Optimum-Path Forest Clustering. - Luis Claudio Sugi Afonso; Clayton Reginaldo Pereira; Silke Anna Theresa Weber; Christian Hook; João Paulo Papa (SIBGRAPI, 2017)

Aprendizado de máquina aplicado ao auxílio do diagnóstico da doença de Parkinson. - Clayton Reginaldo Pereira (2017)

Parkinson Disease Identification Using Residual Networks and Optimum-Path Forest. - Leandro A. Passos; Clayton R. Pereira; Edmar R. S. Rezende; Tiago J. Carvalho; Silke A. T. Weber; Christian Hook; João P. Papa (SACI, 2018)

Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification. - Clayton R. Pereira; Danilo R. Pereira; Gustavo H. Rosa; Victor Hugo C. de Albuquerque; Silke A. T. Weber; Christian Hook; João P. Papa (Artif. Intell. Medicine, 2018)

Multiple-Instance Learning through Optimum-Path Forest. - Luis Claudio Sugi Afonso; Danilo Colombo; Clayton R. Pereira; Kelton A. P. Costa; João P. Papa (IJCNN, 2019)

A survey on computer-assisted Parkinson's Disease diagnosis. - Clayton R. Pereira; Danilo R. Pereira; Silke A. T. Weber; Christian Hook; Victor Hugo C. de Albuquerque; João P. Papa (Artif. Intell. Medicine, 2019)

A recurrence plot-based approach for Parkinson's disease identification. - Luis Claudio Sugi Afonso; Gustavo H. Rosa; Clayton R. Pereira; Silke A. T. Weber; Christian Hook; Victor Hugo C. de Albuquerque; João P. Papa (Future Gener. Comput. Syst., 2019)

Automated recognition of lung diseases in CT images based on the optimum-path forest classifier. - Pedro Pedrosa Rebouças Filho; Antônio Carlos da Silva Barros; Geraldo L. B. Ramalho; Clayton R. Pereira; João Paulo Papa; Victor Hugo C. de Albuquerque; João Manuel R. S. Tavares (Neural Comput. Appl., 2019)

Handwritten pattern recognition for early Parkinson's disease diagnosis. - Lucas S. Bernardo; Angeles Quezada; Roberto Muñoz 001; Fernanda Martins Maia; Clayton R. Pereira; Wanqing Wu; Victor Hugo C. de Albuquerque (Pattern Recognit. Lett., 2019)

BreastNet: Breast Cancer Categorization Using Convolutional Neural Networks. - Claudio Filipi Goncalves dos Santos; Luis Claudio Sugi Afonso; Clayton Reginaldo Pereira; João Paulo Papa (CBMS, 2020)

A Layer-Wise Information Reinforcement Approach to Improve Learning in Deep Belief Networks. - Mateus Roder; Leandro A. Passos; Luiz Carlos Felix Ribeiro; Clayton R. Pereira; João Paulo Papa (ICAISC (1), 2020)

Hierarchical learning using deep optimum-path forest. - Luis C. S. Afonso; Clayton R. Pereira; Silke A. T. Weber; Christian Hook; Alexandre X. Falcão; João P. Papa (J. Vis. Commun. Image Represent., 2020)

ComplexWoundDB: A Database for Automatic Complex Wound Tissue Categorization. - Talita A. Pereira; Regina C. Popim; Leandro A. Passos; Danillo Roberto Pereira; Clayton R. Pereira; João P. Papa (IWSSIP, 2022)

Assessing Levodopa Effectiveness in Parkison's Disease During Gait Using Electroencephalogram and Machine Learning. - Rafael Gonçalves Pires; Clayton Reginaldo Pereira; Tiago Penedo; João Paulo Papa; Mateus Roder; Fabio Augusto Barbieri (IWSSIP, 2024)

Strategies for Classifier Selection Based on Genetic Programming for Multimedia Data Recognition. - Rafael Junqueira Martarelli; Douglas Rodrigues; Clayton Reginaldo Pereira; Jurandy Almeida; João Paulo Papa (VISIGRAPP (2): VISAPP, 2024)

Convolutional Neural Networks and Image Patches for Lithological Classification of Brazilian Pre-Salt Rocks. - Mateus Roder; Leandro Aparecido Passos; Clayton R. Pereira; João Paulo Papa; Altanir Flores de Mello Junior; Marcelo Fagundes de Rezende; Yaro Moisés Parizek Silva; Alexandre Campane Vidal (VISIGRAPP (3): VISAPP, 2024)