All Stories

  1. Shrinkage parameter selection via modified cross-validation approach for ridge regression model

    Article • Communications in Statistics - Simulation and Computation, November 2018, Taylor & Francis

    Dr Zakariya Algamal

  2. Essential oils retention indices prediction using a robust screening approach and a sparse QSRR

    Article • SAR and QSAR in Environmental Research, August 2017, Taylor & Francis

    Dr Zakariya Algamal, Abdo Al-Fakih

  3. A novel molecular descriptor selection method in QSAR classification model based on weighted penalized logistic regression

    Article • Journal of Chemometrics, July 2017, Wiley

    Dr Zakariya Algamal

  4. High-dimensional QSAR classification model for anti-hepatitis C virus activity of thiourea derivatives based on the sparse logistic regression model with a bridge penalty

    Article • Journal of Chemometrics, April 2017, Wiley

    Dr Zakariya Algamal

  5. Quantitative structure-activity relationship model for prediction study of corrosion inhibition efficiency using two-stage sparse multiple linear regression

    Article • Journal of Chemometrics, June 2016, Wiley

    Dr Zakariya Algamal

  6. High-dimensional quantitative structure-activity relationship modeling of influenza neuraminidase a/PR/8/34 (H1N1) inhibitors based on a two-stage adaptive penalized rank regression

    Article • Journal of Chemometrics, December 2015, Wiley

    Dr Zakariya Algamal

  7. High Dimensional Logistic Regression Model using Adjusted Elastic Net Penalty

    Article • Pakistan Journal of Statistics and Operation Research, December 2015, Pakistan Journal of Statistics and Operation Researach

    Dr Zakariya Algamal

  8. Penalized logistic regression with the adaptive LASSO for gene selection in high-dimensional cancer classification

    Article • Expert Systems with Applications, December 2015, Elsevier

    Dr Zakariya Algamal

  9. Regularized logistic regression with adjusted adaptive elastic net for gene selection in high dimensional cancer classification

    Article • Computers in Biology and Medicine, December 2015, Elsevier

    Dr Zakariya Algamal

  10. High-dimensional QSAR prediction of anticancer potency of imidazo[4,5-b]pyridine derivatives using adjusted adaptive LASSO

    Article • Journal of Chemometrics, August 2015, Wiley

    Dr Zakariya Algamal

  11. Adjusted Adaptive LASSO in High-dimensional Poisson Regression Model

    Article • Modern Applied Science, January 2015, Canadian Center of Science and Education

    Dr Zakariya Algamal