Multistage SVM as a Clinical Decision Making Tool for Predicting Post Operative Patient Status. - Melissa Stockman; Mariette Awad (BIOCOMP, 2010)

Dynamic energy allocation for coordinated optimization in enterprise workloads. - Rahul Khanna; Kshitij A. Doshi; Christian Le; John Ping; Martin P. Dimitrov; Mariette Awad; Melissa Stockman (ICEAC, 2011)

Thermal status and workload prediction using support vector regression. - Melissa Stockman; Mariette Awad; Haitham Akkary; Rahul Khanna (ICEAC, 2012)

An asymmetrical and quadratic Support Vector Regression loss function for Beirut short term load forecast. - Melissa Stockman; Randa S. El Ramli; Mariette Awad; Rabih A. Jabr (SMC, 2012)

Detecting control system misbehavior by fingerprinting programmable logic controller functionality. - Melissa Stockman; Dipankar Dwivedi; Reinhard Gentz; Sean Peisert (Int. J. Crit. Infrastructure Prot., 2019)