All Stories

  1. Regularized boxplot via convex clustering

    Article • Journal of Statistical Computation and Simulation, February 2019, Taylor & Francis

    Changyi Park

  2. Comparison study of classification methods for image data

    Article • Journal of the Korean Data and Information Science Society, January 2018, Korean Data and Information Science Society

    Changyi Park

  3. Improving Disease Prediction by Incorporating Family Disease History in Risk Prediction Models with Large-Scale Genetic Data

    Article • Genetics, September 2017, Genetics Society of America

    Changyi Park

  4. A robust support vector machine for labeling errors

    Article • Communications in Statistics - Simulation and Computation, May 2016, Taylor & Francis

    Changyi Park

  5. Categorical Variable Selection in Naïve Bayes Classification

    Article • Korean Journal of Applied Statistics, June 2015, The Korean Statistical Society

    Changyi Park

  6. Comparison of Feature Selection Methods in Support Vector Machines

    Article • Korean Journal of Applied Statistics, February 2013, The Korean Statistical Society

    Changyi Park

  7. Oracle properties of SCAD-penalized support vector machine

    Article • Journal of Statistical Planning and Inference, August 2012, Elsevier

    Changyi Park

  8. Approximate penalization path for smoothly clipped absolute deviation

    Article • Journal of Statistical Computation and Simulation, May 2012, Taylor & Francis

    Changyi Park

  9. Feature selection in the Laplacian support vector machine

    Article • Computational Statistics & Data Analysis, January 2011, Elsevier

    Changyi Park

  10. Convergence rates of generalization errors for margin-based classification

    Article • Journal of Statistical Planning and Inference, August 2009, Elsevier

    Changyi Park

  11. A classification spline machine for building a credit scorecard

    Article • Journal of Statistical Computation and Simulation, May 2009, Taylor & Francis

    Changyi Park

  12. Stepwise feature selection using generalized logistic loss

    Article • Computational Statistics & Data Analysis, March 2008, Elsevier

    Changyi Park