Details about Badih Ghattas

Access statistics for papers by Badih Ghattas.

Last updated 2023-06-19. Update your information in the RePEc Author Service.

Short-id: pgh239

Working Papers

2023

1. Looking for a hyper polyhedron within the multidimensional space of Design Space from the results of Designs of Experiments
   Post-Print, HAL

2019

2. Assessing variable importance in clustering: a new method based on unsupervised binary decision trees
   Post-Print, HAL
   See also Journal Article Assessing variable importance in clustering: a new method based on unsupervised binary decision trees, Computational Statistics, Springer (2019) (2019)

2016

3. A Multidimensional Computerized Adaptive Short-Form Quality of Life ă Questionnaire Developed and Validated for Multiple Sclerosis The ă MusiQoL-MCAT
   Post-Print, HAL View citations (1)

2000

4. Importance des variables dans les methodes CART
   G.R.E.Q.A.M., Universite Aix-Marseille III

1999

5. Agregation d'arbres de classification
   G.R.E.Q.A.M., Universite Aix-Marseille III
6. Previsions des pics d'ozone par arbres de regression, simples et agreges par bootstrap
   G.R.E.Q.A.M., Universite Aix-Marseille III
7. Previsions par arbres de classification
   G.R.E.Q.A.M., Universite Aix-Marseille III

Journal Articles

2023

1. Machine Learning Alternatives to Response Surface Models
   Mathematics, 2023, 11, (15), 1-27 View citations (1)

2022

2. Improved linear regression prediction by transfer learning
   Computational Statistics & Data Analysis, 2022, 174, (C) View citations (1)

2021

3. A combined strategy for multivariate density estimation
   Journal of Nonparametric Statistics, 2021, 33, (1), 39-59

2019

4. Assessing variable importance in clustering: a new method based on unsupervised binary decision trees
   Computational Statistics, 2019, 34, (1), 301-321
   See also Working Paper Assessing variable importance in clustering: a new method based on unsupervised binary decision trees, Post-Print (2019) (2019)
5. Multivariate and functional robust fusion methods for structured Big Data
   Journal of Multivariate Analysis, 2019, 170, (C), 149-161 View citations (1)

2017

6. Multi-model approach to predict phytoplankton biomass and composition dynamics in a eutrophic shallow lake governed by extreme meteorological events
   Ecological Modelling, 2017, 360, (C), 80-93

2015

7. Exploring the Response Shift Effect on the Quality of Life of Patients with Schizophrenia
   Medical Decision Making, 2015, 35, (3), 388-397

2013

8. Interpretable clustering using unsupervised binary trees
   Advances in Data Analysis and Classification, 2013, 7, (2), 125-145 View citations (5)
9. Nonparametric comparison of several transformations of distribution functions
   Journal of Nonparametric Statistics, 2013, 25, (3), 619-633

2012

10. A review of supervised machine learning algorithms and their applications to ecological data
    Ecological Modelling, 2012, 240, (C), 113-122 View citations (10)

2007

11. Classifying densities using functional regression trees: Applications in oceanology
    Computational Statistics & Data Analysis, 2007, 51, (10), 4984-4993 View citations (23)