Clayton R. Pereira

29 papers B 4C 3Misc 1Journal 12Unranked 8

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