preprints

Preprints and Working Papers

Also see:

2021

    2020

      2019

      1. Feature selection and feature extraction in pattern analysis: A literature review
        Ghojogh, Benyamin, Samad, Maria N, Mashhadi, Sayema Asif, Kapoor, Tania, Ali, Wahab, Karray, Fakhri, and Crowley, Mark
        2019
      2. The theory behind overfitting, cross validation, regularization, bagging, and boosting: tutorial
        Ghojogh, Benyamin, and Crowley, Mark
        2019
      3. Linear and Quadratic Discriminant Analysis: Tutorial
        Ghojogh, Benyamin, and Crowley, Mark
        2019
      4. Unsupervised and supervised principal component analysis: Tutorial
        Ghojogh, Benyamin, and Crowley, Mark
        2019
      5. Fisher and kernel fisher discriminant analysis: Tutorial
        Ghojogh, Benyamin, Karray, Fakhri, and Crowley, Mark
        2019
      6. Quantized Fisher Discriminant Analysis
        Ghojogh, Benyamin, Pasand, Ali Saheb, Karray, Fakhri, and Crowley, Mark
        2019
      7. Distributed Voting in Beep Model
        Ghojogh, Benyamin, and Salehkaleybar, Saber
        2019
      8. Hidden Markov Model: Tutorial
        Ghojogh, Benyamin, Karray, Fakhri, and Crowley, Mark
        2019
      9. Eigenvalue and Generalized Eigenvalue Problems: Tutorial
        Ghojogh, Benyamin, Karray, Fakhri, and Crowley, Mark
        2019
      10. Fitting A Mixture Distribution to Data: Tutorial
        Ghojogh, Benyamin, Ghojogh, Aydin, Crowley, Mark, and Karray, Fakhri
        2019
      11. Addressing the Mystery of Population Decline of the Rose-Crested Blue Pipit in a Nature Preserve using Data Visualization
        Ghojogh, Benyamin, Crowley, Mark, and Karray, Fakhri
        2019
      12. Roweis Discriminant Analysis: A Generalized Subspace Learning Method
        Ghojogh, Benyamin, Karray, Fakhri, and Crowley, Mark
        2019

      2018

        2017

          2016

            2015