Single-channel EEG sleep stage classification based on a streamlined set of statistical features in wavelet domain

TLT da Silveira, AJ Kozakevicius… - Medical & biological …, 2017 - Springer
The main objective of this study was to enhance the performance of sleep stage
classification using single-channel electroencephalograms (EEGs), which are highly …

Sleep stages classification using spectral based statistical moments as features

ET Braun, A de Jesus Kozakevicius… - Revista de Informática …, 2018 - seer.ufrgs.br
In the pursuit of highly effective and efficient portable sleep classification systems,
researchers have been testing a massive number of combinations of EEG features and …

Combined shearlet shrinkage and total variation minimization for image denoising

Z Mousavi, M Lakestani, M Razzaghi - Iranian Journal of Science and …, 2018 - Springer
In this paper, a TV-based shearlet shrinkage is proposed for discontinuity-preserving
denoising using a combination of shearlet with a total variation scheme. For TV denoising …

Classificador de imagens de pulmão utilizando wavelets de Haar e distância de Mahalanobis

RP da Rosa, MA Porto, A Kozakevicius - Revista de Informática Teórica …, 2015 - seer.ufrgs.br
Um método de extração de características e reconhecimento de padrões de imagens de
tomografia de pulmão é proposto a partir da aplicação da transformada wavelet de Haar 2D …

[PDF][PDF] Awake/Sleep Scoring Through Wavelet Analysis Associated to Decision Tree Algorithms

TLT da Silveira, AJ Kozakevicius… - XXX Simpósio Sul De …, 2015 - tltsilveira.github.io
Sleep deprivation is a public health problem which must be carefully examined and treated.
Several studies have proposed automatic methods aiming to identify when a person falls …

[PDF][PDF] A Bibliography of Publications by, and about, Ingrid Daubechies

NHF Beebe - 2024 - 155.101.98.136
[AD79a] Dirk Aerts and Ingrid Daubechies. About the structure-preserving maps of a
quantum mechanical propositional system. Helvetica Physica Acta, 51 (5–6): 637–660 …

[PDF][PDF] INT-HWT: INTERVAL EXTENSIONS AND OPTIMIZATIONS TO INCREASE PERFORMANCE AND ACCURACY OF HAAR WAVELET TRANSFORMS

VR dos Santos, RHS Reiser, M Pilla… - PRINCIPLES … - researchgate.net
This work presents interval arithmetic extensions for the standard algorithms for the
decimated and undecimated unidimensional Haar wavelet transform (HWT), and the …

[PDF][PDF] Classificaçao de estágios de sono através da aplicaçao de transformada wavelet discreta sobre um único canal de eletroencefalograma

TLT Silveira - 2016 - researchgate.net
AUTOR: THIAGO LOPES TRUGILLO DA SILVEIRA ORIENTADORA: ALICE DE JESUS
KOZAKEVICIUS CO-ORIENTADOR: CESAR RAMOS RODRIGUES Local da Defesa e Data …

[PDF][PDF] Filtragem de sinais via limiarização de coeficientes wavelet

A de Jesus Kozakevicius, FM Bayer - Ciência e Natura, 2014 - redalyc.org
O presente artigo aborda o tópico de filtragem de sinais via limiarização de coeficientes
wavelets. É apresentada uma revisão dos principais resultados da área, desde os artigos …