Yannis A. Guzman

According to our database, Yannis A. Guzman authored at least 7 papers between 2016 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

Reprint of: Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection.

Melis Onel, Chris A. Kieslich, Yannis A. Guzman, Christodoulos A. Floudas, Efstratios N. Pistikopoulos

Comput. Chem. Eng., 2018

Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection.

Melis Onel, Chris A. Kieslich, Yannis A. Guzman, Christodoulos A. Floudas, Efstratios N. Pistikopoulos

Comput. Chem. Eng., 2018

Generalized robust counterparts for constraints with bounded and unbounded uncertain parameters.

Logan R. Matthews, Yannis A. Guzman, Christodoulos A. Floudas

Comput. Chem. Eng., 2018

2017

New a priori and a posteriori probabilistic bounds for robust counterpart optimization: III. Exact and near-exact a posteriori expressions for known probability distributions.

Yannis A. Guzman, Logan R. Matthews, Christodoulos A. Floudas

Comput. Chem. Eng., 2017

New a priori and a posteriori probabilistic bounds for robust counterpart optimization: II. A priori bounds for known symmetric and asymmetric probability distributions.

Yannis A. Guzman, Logan R. Matthews, Christodoulos A. Floudas

Comput. Chem. Eng., 2017

2016

Performance of convex underestimators in a branch-and-bound framework.

Yannis A. Guzman, M. M. Faruque Hasan, Christodoulos A. Floudas

Optim. Lett., 2016

New a priori and a posteriori probabilistic bounds for robust counterpart optimization: I. Unknown probability distributions.

Yannis A. Guzman, Logan R. Matthews, Christodoulos A. Floudas

Comput. Chem. Eng., 2016