Clayton R. Pereira

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 18

Top Topics

Bayesian Classifier

Disease Diagnosis

Deep Belief Networks

Top Venues

Artif. Intell. Medicine

Future Gener. Comput. Syst.

Publications

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
Convolutional Neural Networks and Image Patches for Lithological Classification of Brazilian Pre-Salt Rocks. VISIGRAPP (3): VISAPP (2024)
Talita A. Pereira, Regina C. Popim, Leandro A. Passos, Danillo Roberto Pereira, Clayton R. Pereira, João P. Papa
ComplexWoundDB: A Database for Automatic Complex Wound Tissue Categorization. IWSSIP (2022)
Talita A. Pereira, Regina C. Popim, Leandro A. Passos, Danillo Roberto Pereira, Clayton R. Pereira, João P. Papa
ComplexWoundDB: A Database for Automatic Complex Wound Tissue Categorization. CoRR (2022)
Luis C. S. Afonso, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Alexandre X. Falcão, João P. Papa
Hierarchical Learning Using Deep Optimum-Path Forest. CoRR (2021)
Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Clayton R. Pereira, João Paulo Papa
A Layer-Wise Information Reinforcement Approach to Improve Learning in Deep Belief Networks. CoRR (2021)
Luis C. S. Afonso, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Alexandre X. Falcão, João P. Papa
Hierarchical learning using deep optimum-path forest. J. Vis. Commun. Image Represent. 71 (2020)
Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Clayton R. Pereira, João Paulo Papa
A Layer-Wise Information Reinforcement Approach to Improve Learning in Deep Belief Networks. ICAISC (1) (2020)
Luis Claudio Sugi Afonso, Danilo Colombo, Clayton R. Pereira, Kelton A. P. Costa, João P. Papa
Multiple-Instance Learning through Optimum-Path Forest. IJCNN (2019)
Luis Claudio Sugi Afonso, Gustavo H. Rosa, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Victor Hugo C. de Albuquerque, João P. Papa
A recurrence plot-based approach for Parkinson's disease identification. Future Gener. Comput. Syst. 94 (2019)
Lucas S. Bernardo, Angeles Quezada, Roberto Muñoz, Fernanda Martins Maia, Clayton R. Pereira, Wanqing Wu, Victor Hugo C. de Albuquerque
Handwritten pattern recognition for early Parkinson's disease diagnosis. Pattern Recognit. Lett. 125 (2019)
Clayton R. Pereira, Danilo R. Pereira, Silke A. T. Weber, Christian Hook, Victor Hugo C. de Albuquerque, João P. Papa
A survey on computer-assisted Parkinson's Disease diagnosis. Artif. Intell. Medicine 95 (2019)
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
Automated recognition of lung diseases in CT images based on the optimum-path forest classifier. Neural Comput. Appl. 31 (S-2) (2019)
Leandro A. Passos, Clayton R. Pereira, Edmar R. S. Rezende, Tiago J. Carvalho, Silke A. T. Weber, Christian Hook, João P. Papa
Parkinson Disease Identification Using Residual Networks and Optimum-Path Forest. SACI (2018)
Clayton R. Pereira, Danilo R. Pereira, Gustavo H. Rosa, Victor Hugo C. de Albuquerque, Silke A. T. Weber, Christian Hook, João P. Papa
Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification. Artif. Intell. Medicine 87 (2018)
Clayton R. Pereira, Leandro A. Passos, Ricardo R. Lopes, Silke A. T. Weber, Christian Hook, João Paulo Papa
Parkinson's Disease Identification Using Restricted Boltzmann Machines. CAIP (2) (2017)
Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, João P. Masieiro, Silke A. T. Weber, Christian Hook, João P. Papa
A new computer vision-based approach to aid the diagnosis of Parkinson's disease. Comput. Methods Programs Biomed. 136 (2016)
Gustavo H. Rosa, João Paulo Papa, Kelton A. P. Costa, Leandro A. Passos Junior, Clayton R. Pereira, Xin-She Yang
Learning Parameters in Deep Belief Networks Through Firefly Algorithm. ANNPR (2016)
Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Gustavo H. Rosa, João Paulo Papa
Deep Learning-Aided Parkinson's Disease Diagnosis from Handwritten Dynamics. SIBGRAPI (2016)
Kelton A. P. Costa, Luís A. M. Pereira, Rodrigo Y. M. Nakamura, Clayton R. Pereira, João P. Papa, Alexandre Xavier Falcão
A nature-inspired approach to speed up optimum-path forest clustering and its application to intrusion detection in computer networks. Inf. Sci. 294 (2015)
Kelton A. P. da Costa, Luis Alexandre da Silva, Guilherme B. Martins, Gustavo H. Rosa, Clayton R. Pereira, João Paulo Papa
Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest. ICMLA (2015)
Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, Christian Hook, Silke A. T. Weber, Luís A. M. Pereira, João Paulo Papa
A Step Towards the Automated Diagnosis of Parkinson's Disease: Analyzing Handwriting Movements. CBMS (2015)
Kelton A. P. Costa, Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa
Intrusion detection in computer networks using Optimum-Path Forest clustering. LCN (2012)
Kelton A. P. Costa, Clayton R. Pereira, Rodrigo Nakamura, Luís A. M. Pereira, João Paulo Papa
Boosting Optimum-Path Forest clustering through harmony Search and its applications for intrusion detection in computer networks. CASoN (2012)
Clayton R. Pereira, Rodrigo Y. M. Nakamura, Kelton A. P. Costa, João P. Papa
An Optimum-Path Forest framework for intrusion detection in computer networks. Eng. Appl. Artif. Intell. 25 (6) (2012)
Rodrigo Pisani, Paulina Riedel, Kelton A. P. Costa, Rodrigo Nakamura, Clayton R. Pereira, Gustavo H. Rosa, João P. Papa
Automatic landslide recognition through Optimum-Path Forest. IGARSS (2012)
Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa, Kelton A. P. Costa
Intrusion detection system using Optimum-Path Forest. LCN (2011)
Rodrigo Nakamura, Clayton R. Pereira, João Paulo Papa, Alexandre X. Falcão
Optimum-Path Forest Pruning Parameter Estimation through Harmony Search. SIBGRAPI (2011)
João P. Papa, Clayton R. Pereira, Victor Hugo C. de Albuquerque, Cleiton C. Silva, Alexandre X. Falcão, João Manuel R. S. Tavares
Precipitates Segmentation from Scanning Electron Microscope Images through Machine Learning Techniques. IWCIA (2011)