- Sirvan Khalighi, Teresa Sousa, Jose Moutinho Santos, Urbano Nunes, ISRUC-Sleep: a comprehensive public dataset for sleep researchers, Computer Methods and Programs in Biomedicine, Elsevier, 2015, [Link] [paper] [WebPage].
- Teresa Sousa, Aniana Brito, Sirvan Khalighi, Gabriel Pires, Urbano Nunes, A two-step automatic sleep stage classification method with dubious range detection, Computers in Biology and Medicine, Elsevier, 2015, [Link] [paper] [code].
- Sirvan Khalighi, Teresa Sousa, Gabriel Pires, Urbano Nunes, Automatic sleep staging: a computer assisted approach for optimal combination of features and polysomnographic channels, The Journal of Expert Systems with Applications, Elsevier, 2013, [Link] [paper] [code].
- Sirvan Khalighi, Teresa Sousa, Urbano Nunes, Adaptive Sleep Stage Classif cation under Covariate Shift, In 34rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 12), San diego, Sept. 2012, [Link] [paper] [code].
- Teresa Sousa, Dulce Oliveira, Sirvan Khalighi, Gabriel Pires, Urbano Nunes, Neurophysiological and Statistical Analysis of Failures in Automatic Sleep Stage Classi cation, In the International Conference on bio-inspired systems and signal processing (Biosignals 2012), 2012, [Link] [paper] [code].
- Sirvan Khalighi, Teresa Sousa, Dulce Oliveira, Gabriel Pires, Urbano Nunes, Ecient Feature Selection for Sleep Staging Based on Maximal Overlap Discrete Wavelet Transform and SVM, in the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 11), Boston, Sept. 2011, [Link] [paper] [code].