Silke A. T. Weber

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 11

Top Topics

Diagnostic Tool

Disease Diagnosis

Benchmark Classification Problems

Top Venues

Artif. Intell. Medicine

Publications

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)
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)
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)
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)
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)
Luis Antonio De Souza, Christoph Palm, Robert Mendel, Christian Hook, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Silke A. T. Weber, João P. Papa
A survey on Barrett's esophagus analysis using machine learning. Comput. Biol. Medicine 96 (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)
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)
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)
Luís A. M. Pereira, Douglas Rodrigues, Patricia B. Ribeiro, João Paulo Papa, Silke A. T. Weber
Social-Spider Optimization-Based Artificial Neural Networks Training and Its Applications for Parkinson's Disease Identification. CBMS (2014)
Douglas Rodrigues, Luís A. M. Pereira, João Paulo Papa, Silke A. T. Weber
A Binary Krill Herd Approach for Feature Selection. ICPR (2014)