• 30 Citations
  • 4 h-Index
20162018

Research output per year

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Research Output at NOVA

Open Access
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  • 9 Citations (Scopus)
    26 Downloads (Pure)

    Transfer Learning of Spectrogram Image for Automatic Sleep Stage Classification

    Gharbali, A. A., Najdi, S. & Fonseca, J. M., 1 Jan 2018, Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Proceedings. ter Haar Romeny, B., Karray, F. & Campilho, A. (eds.). Cham: Springer Verlag, p. 522-528 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10882 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Feature ranking and rank aggregation for automatic sleep stage classification: A comparative study

    Najdi, S., Gharbali, A. A. & Fonseca, J. M., 18 Aug 2017, In : BioMedical Engineering Online. 16, 78.

    Research output: Contribution to journalConference article

    Open Access
    File
  • 3 Citations (Scopus)
    10 Downloads (Pure)

    Feature Transformation Based on Stacked Sparse Autoencoders for Sleep Stage Classification

    Najdi, S., Gharbali, A. A. & Fonseca, J. M., 2017, Technological Innovation for Smart Systems: 8th IFIP WG 5.5/SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2017. Camarinha-Matos, L. M., Parreira-Rocha, M. & Ramezani, J. (eds.). Cham: Springer, p. 191-200 (IFIP Advances in Information and Communication Technology; vol. 499).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 7 Citations (Scopus)

    A comparison of feature ranking and rank aggregation techniques in automatic sleep stage classification based on polysomnographic signals

    Najdi, S., Gharbali, A. A. & Fonseca, J. M., 2016, Bioinformatics and Biomedical Engineering - 4th International Conference, IWBBIO 2016, Proceedings. Ortuno, F. & Rojas, I. (eds.). Cham: Springer-Verlag, p. 230-241 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9656).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 4 Citations (Scopus)