Yannis A. Guzman

Publication Activity (10 Years)

Years Active: 2016-2018
Publications (10 Years): 7

Top Topics

Fault Detection

Robust Optimization

Probability Distribution

Top Venues

Comput. Chem. Eng.

Publications

Melis Onel, Chris A. Kieslich, Yannis A. Guzman, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Reprint of: Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection. Comput. Chem. Eng. 116 (2018)
Melis Onel, Chris A. Kieslich, Yannis A. Guzman, Christodoulos A. Floudas, Efstratios N. Pistikopoulos
Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection. Comput. Chem. Eng. 115 (2018)
Logan R. Matthews, Yannis A. Guzman, Christodoulos A. Floudas
Generalized robust counterparts for constraints with bounded and unbounded uncertain parameters. Comput. Chem. Eng. 116 (2018)
Yannis A. Guzman, Logan R. Matthews, Christodoulos A. Floudas
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: III. Exact and near-exact a posteriori expressions for known probability distributions. Comput. Chem. Eng. 103 (2017)
Yannis A. Guzman, Logan R. Matthews, Christodoulos A. Floudas
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: II. A priori bounds for known symmetric and asymmetric probability distributions. Comput. Chem. Eng. 101 (2017)
Yannis A. Guzman, M. M. Faruque Hasan, Christodoulos A. Floudas
Performance of convex underestimators in a branch-and-bound framework. Optim. Lett. 10 (2) (2016)
Yannis A. Guzman, Logan R. Matthews, Christodoulos A. Floudas
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: I. Unknown probability distributions. Comput. Chem. Eng. 84 (2016)