Omid Chatrabgoun

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Gaussian Process

Top Venues

Commun. Stat. Simul. Comput.

Comput. Appl. Math.

J. Comput. Phys.

Publications

Mohsen Esmaeilbeigi, Omid Chatrabgoun, Alireza Daneshkhah, Maryam Shafa
On the impact of prior distributions on efficiency of sparse Gaussian process regression. Eng. Comput. 39 (4) (2023)
Omid Chatrabgoun, Alireza Daneshkhah, Mohsen Esmaeilbeigi, Nader Sohrabi Safa, Ali Hamdan Alenezi, Arafatur Rahman
Predicting Primary Sequence-Based Protein-Protein Interactions Using a Mercer Series Representation of Nonlinear Support Vector Machine. IEEE Access 10 (2022)
Alireza Daneshkhah, Omid Chatrabgoun, Mohsen Esmaeilbeigi, Tabassom Sedighi, S. Abolfathi
Uncertainty Quantification of Darcy Flow through Porous Media using Deep Gaussian Process. CoRR (2020)
Omid Chatrabgoun, Amin Hosseinian Far, Alireza Daneshkhah
Constructing gene regulatory networks from microarray data using non-Gaussian pair-copula Bayesian networks. J. Bioinform. Comput. Biol. 18 (4) (2020)
Omid Chatrabgoun, Alireza Daneshkhah, Mohsen Esmaeilbeigi
Optimizing minimum information pair-copula using genetic algorithm to select optimal basis functions. Commun. Stat. Simul. Comput. 48 (2) (2019)
Mohsen Esmaeilbeigi, Omid Chatrabgoun
An efficient method based on RBFs for multilayer data interpolation with application in air pollution data analysis. Comput. Appl. Math. 38 (4) (2019)
Mohsen Esmaeilbeigi, Omid Chatrabgoun, M. Cheraghi
The Role of Hilbert-Schmidt SVD basis in Hermite-Birkhoff interpolation in fractional sense. Comput. Appl. Math. 38 (2) (2019)
Omid Chatrabgoun, Amin Hosseinian Far, Victor Chang, Nigel G. Stocks, Alireza Daneshkhah
Approximating non-Gaussian Bayesian networks using minimum information vine model with applications in financial modelling. J. Comput. Sci. 24 (2018)
Mohsen Esmaeilbeigi, Omid Chatrabgoun, M. Cheraghi
Fractional Hermite interpolation using RBFs in high dimensions over irregular domains with application. J. Comput. Phys. 375 (2018)
Alireza Daneshkhah, Amin Hosseinian Far, Omid Chatrabgoun, Tabassom Sedighi, Maryam Farsi
Probabilistic Modeling of Financial Uncertainties. Int. J. Organ. Collect. Intell. 8 (2) (2018)
Mohsen Esmaeilbeigi, Omid Chatrabgoun, M. Shafa
Scattered data fitting of Hermite type by a weighted meshless method. Adv. Comput. Math. 44 (3) (2018)
Omid Chatrabgoun, G. Parham
Copula Density Estimation Using Multiwavelets Based on the Multiresolution Analysis. Commun. Stat. Simul. Comput. 45 (9) (2016)
Alireza Daneshkhah, G. Parham, Omid Chatrabgoun, M. Jokar
Approximation Multivariate Distribution with Pair Copula Using the Orthonormal Polynomial and Legendre Multiwavelets Basis Functions. Commun. Stat. Simul. Comput. 45 (2) (2016)