Shirin Najdi

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 6

Top Topics

Classification Process

Wavelet Transform

Top Venues

Comput. Biol. Medicine

Publications

Ali Abdollahi Gharbali, Shirin Najdi, José Manuel Fonseca
Transfer Learning of Spectrogram Image for Automatic Sleep Stage Classification. ICIAR (2018)
Ali Abdollahi Gharbali, Shirin Najdi, José Manuel Fonseca
Investigating the contribution of distance-based features to automatic sleep stage classification. Comput. Biol. Medicine 96 (2018)
Shirin Najdi, Ali Abdollahi Gharbali, José Manuel Fonseca
Feature Transformation Based on Stacked Sparse Autoencoders for Sleep Stage Classification. DoCEIS (2017)
Shirin Najdi, Ali Abdollahi Gharbali, José Manuel Fonseca
A Comparison of Feature Ranking and Rank Aggregation Techniques in Automatic Sleep Stage Classification Based on Polysomnographic Signals. IWBBIO (2016)
Arnaldo Batista, Shirin Najdi, Daniela M. Godinho, Catarina Martins, Fátima C. Serrano, Manuel Duarte Ortigueira, Raul Tello Rato
A multichannel time-frequency and multi-wavelet toolbox for uterine electromyography processing and visualisation. Comput. Biol. Medicine 76 (2016)
Ali Abdollahi Gharbali, José Manuel Fonseca, Shirin Najdi, Tohid Yousefi Rezaii
Automatic EOG and EMG Artifact Removal Method for Sleep Stage Classification. DoCEIS (2016)
Shirin Najdi, Afshin Ebrahimi
Audio fingerprinting based on multi-resolution analysis of Discrete Wavelet Transform. ISCISC (2013)