15 citations · 16 across the 3 of their papers we have counts for
3 papers
stat.ME2021★ 15 cited
Applying k-nearest neighbors to time series forecasting : two new approaches
Samya Tajmouati, Bouazza El Wahbi, Adel Bedoui +2
K-nearest neighbors algorithm is one of the prominent techniques used in classification and regression. Despite its simplicity, the k-nearest neighbors has been successfully applie…
stat.ME2020
Comparison of Bayesian Nonparametric Density Estimation Methods
Adel Bedoui, Ori Rosen
In this paper, we propose a nonparametric Bayesian approach for Lindsey and penalized Gaussian mixtures methods. We compare these methods with the Dirichlet process mixture model.…
stat.ME2020★ 1 cited
Bayesian Elastic Net based on Empirical Likelihood
Chul Moon, Adel Bedoui
We propose a Bayesian elastic net that uses empirical likelihood and develop an efficient tuning of Hamiltonian Monte Carlo for posterior sampling. The proposed model relaxes the a…