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)

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: II. A priori bounds for known symmetric and asymmetric 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: 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)

Generalized robust counterparts for constraints with bounded and unbounded uncertain parameters. - Logan R. Matthews; Yannis A. Guzman; Christodoulos A. Floudas (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)

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)