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ORCIDClayton Reginaldo Pereira
Person information
- affiliation: São Paulo State University (UNESP), Bauru, Brazil
- affiliation: Federal University of São Carlos (UFSCar), Brazil
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2020 – today
- 2024
[c19]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: 648-655- [c18]Rafael Junqueira Martarelli, Douglas Rodrigues, Clayton Reginaldo Pereira, Jurandy Almeida, João Paulo Papa:
Strategies for Classifier Selection Based on Genetic Programming for Multimedia Data Recognition. VISIGRAPP (2): VISAPP 2024: 788-795 - 2022
- [c17]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: 1-4 - [i3]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 abs/2209.12822 (2022) - 2021
- [i2]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 abs/2101.06749 (2021) - [i1]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 abs/2102.09312 (2021) - 2020
- [j9]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: 102823 (2020) - [c16]Claudio Filipi Goncalves dos Santos, Luis Claudio Sugi Afonso, Clayton Reginaldo Pereira, João Paulo Papa:
BreastNet: Breast Cancer Categorization Using Convolutional Neural Networks. CBMS 2020: 463-468 - [c15]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: 231-241
2010 – 2019
- 2019
- [j8]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: 48-63 (2019) - [j7]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: 282-292 (2019) - [j6]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): 901-914 (2019) - [j5]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: 78-84 (2019) - [c14]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: 1-7 - 2018
- [j4]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: 67-77 (2018) - [c13]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: 325-330 - 2017
- [b1]Clayton Reginaldo Pereira:
Aprendizado de máquina aplicado ao auxílio do diagnóstico da doença de Parkinson. Federal University of São Carlos, Brazil, 2017 - [c12]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: 70-80 - [c11]Luis Claudio Sugi Afonso, Clayton Reginaldo Pereira, Silke Anna Theresa Weber, Christian Hook, João Paulo Papa:
Parkinson's Disease Identification through Deep Optimum-Path Forest Clustering. SIBGRAPI 2017: 163-169 - 2016
- [j3]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: 79-88 (2016) - [c10]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: 138-149 - [c9]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: 340-346 - [p1]Clayton R. Pereira, Danillo Roberto Pereira, João Paulo Papa, Gustavo H. Rosa, Xin-She Yang:
Convolutional Neural Networks Applied for Parkinson's Disease Identification. Machine Learning for Health Informatics 2016: 377-390 - 2015
- [j2]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: 95-108 (2015) - [c8]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: 171-176 - [c7]Kelton A. P. da Costa, Luis Alexandre da Silva, Guilherme Brandão Martins, Gustavo H. Rosa, Clayton R. Pereira, João Paulo Papa:
Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest. ICMLA 2015: 754-759 - 2012
- [j1]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): 1226-1234 (2012) - [c6]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: 181-185 - [c5]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: 6228-6231 - [c4]Kelton A. P. Costa, Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa:
Intrusion detection in computer networks using Optimum-Path Forest clustering. LCN 2012: 128-131 - 2011
- [c3]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: 456-468 - [c2]Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa, Kelton A. P. Costa:
Intrusion detection system using Optimum-Path Forest. LCN 2011: 183-186 - [c1]Rodrigo Nakamura, Clayton R. Pereira, João Paulo Papa, Alexandre X. Falcão:
Optimum-Path Forest Pruning Parameter Estimation through Harmony Search. SIBGRAPI 2011: 181-188
Coauthor Index
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