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)

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)

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)

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)

SPackageCreator3D - A 3D Content Creator to the Moodle Platform to Support Human Anatomy Teaching and Learning. - Fabrício Quintanilha Baptista; Mário Popolin Neto; Luiz Soares dos Santos Baglie; Silke Anna Theresa Weber; José Remo Ferreira Brega (ICCSA (1), 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)

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)

A survey on Barrett's esophagus analysis using machine learning. - Luis Antônio de Souza; Christoph Palm; Robert Mendel; Christian Hook; Alanna Ebigbo; Andreas Probst; Helmut Messmann; Silke A. T. Weber; João P. Papa (Comput. Biol. Medicine, 2018)

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)

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)