Arash Pourhabib

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 8

Top Topics

Bayesian Framework

Data Generation

Computational Model

Top Venues

Publications

Babak Farmanesh, Arash Pourhabib, Balabhaskar Balasundaram, Austin Buchanan
A Bayesian framework for functional calibration of expensive computational models through non-isometric matching. IISE Trans. 53 (3) (2021)
Babak Farmanesh, Arash Pourhabib
Sparse pseudo-input local Kriging for large spatial datasets with exogenous variables. IISE Trans. 52 (3) (2020)
Nahidsadat Majlesinasab, Farzad Yousefian, Arash Pourhabib
Self-Tuned Mirror Descent Schemes for Smooth and Nonsmooth High-Dimensional Stochastic Optimization. IEEE Trans. Autom. Control. 64 (10) (2019)
Ahmed Aziz Ezzat, Arash Pourhabib, Yu Ding
Sequential Design for Functional Calibration of Computer Models. Technometrics 60 (3) (2018)
Narges Montazeri Shahtori, Caterina M. Scoglio, Arash Pourhabib, Faryad Darabi Sahneh
Sequential Monte Carlo filtering estimation of Ebola progression in West Africa. ACC (2016)
Arash Pourhabib, Jianhua Z. Huang, Yu Ding
Short-Term Wind Speed Forecast Using Measurements From Multiple Turbines in A Wind Farm. Technometrics 58 (1) (2016)
Arash Pourhabib
Empirical Similarity for Absent Data Generation in Imbalanced Classification. CoRR (2015)
Arash Pourhabib, Bani K. Mallick, Yu Ding
Absent data generating classifier for imbalanced class sizes. J. Mach. Learn. Res. 16 (2015)
Kiavash Kianfar, Arash Pourhabib, Yu Ding
An Integer Programming Approach for Analyzing the Measurement Redundancy in Structured Linear Systems. IEEE Trans Autom. Sci. Eng. 8 (2) (2011)