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Arash Pourhabib
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2020 – today
- 2021
- [j7]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): 352-364 (2021) - 2020
- [j6]Babak Farmanesh, Arash Pourhabib
:
Sparse pseudo-input local Kriging for large spatial datasets with exogenous variables. IISE Trans. 52(3): 334-348 (2020)
2010 – 2019
- 2019
- [j5]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): 4377-4384 (2019) - 2018
- [j4]Ahmed Aziz Ezzat, Arash Pourhabib
, Yu Ding:
Sequential Design for Functional Calibration of Computer Models. Technometrics 60(3): 286-296 (2018) - 2016
- [j3]Arash Pourhabib
, Jianhua Z. Huang, Yu Ding:
Short-Term Wind Speed Forecast Using Measurements From Multiple Turbines in A Wind Farm. Technometrics 58(1): 138-147 (2016) - [c1]Narges Montazeri Shahtori, Caterina M. Scoglio
, Arash Pourhabib
, Faryad Darabi Sahneh:
Sequential Monte Carlo filtering estimation of Ebola progression in West Africa. ACC 2016: 1277-1282 - 2015
- [j2]Arash Pourhabib, Bani K. Mallick, Yu Ding:
Absent data generating classifier for imbalanced class sizes. J. Mach. Learn. Res. 16: 2695-2724 (2015) - [i1]Arash Pourhabib:
Empirical Similarity for Absent Data Generation in Imbalanced Classification. CoRR abs/1508.01235 (2015) - 2011
- [j1]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): 447-450 (2011)
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