Intelligent Model Selection for Hillclimbing Search in Computer-Aided Design. - Thomas Ellman; John Eric Keane; Mark Schwabacher (AAAI, 1993)

A Transformation System for Interactive Reformulation of Design Optimization Strategies. - Thomas Ellman; John Eric Keane; Takahiro Murata; Mark Schwabacher (KBSE, 1995)

Inductive learning for engineering design optimization. - Mark Schwabacher; Thomas Ellman; Haym Hirsh (Artif. Intell. Eng. Des. Anal. Manuf., 1996)

A search space toolkit: SST. - Andrew Gelsey; Don Smith; Mark Schwabacher; Khaled Rasheed; Keith Miyake (Decis. Support Syst., 1996)

Multilevel modelling for engineering design optimization. - Thomas Ellman; John Eric Keane; Mark Schwabacher; Ke-Thia Yao (Artif. Intell. Eng. Des. Anal. Manuf., 1997)

Intelligent gradient-based search of incompletely defined design spaces. - Mark Schwabacher; Andrew Gelsey (Artif. Intell. Eng. Des. Anal. Manuf., 1997)

Using Modeling Knowledge to Guide Design Space Search. - Andrew Gelsey; Mark Schwabacher; Don Smith (Artif. Intell., 1998)

Learning to set up numerical optimizations of engineering designs. - Mark Schwabacher; Thomas Ellman; Haym Hirsh (Artif. Intell. Eng. Des. Anal. Manuf., 1998)

Discovering Communicable Scientific Knowledge from Spatio-Temporal Data. - Mark Schwabacher; Pat Langley (ICML, 2001)

Mining distance-based outliers in near linear time with randomization and a simple pruning rule. - Stephen D. Bay; Mark Schwabacher (KDD, 2003)

A Survey of Artificial Intelligence for Prognostics. - Mark Schwabacher; Kai Goebel (AAAI Fall Symposium: Artificial Intelligence for Prognostics, 2007)

Discovering Communicable Models from Earth Science Data. - Mark Schwabacher; Pat Langley; Christopher Potter; Steven A. Klooster; Alicia Torregrosa (Computational Discovery of Scientific Knowledge, 2007)

Unsupervised Anomaly Detection for Liquid-Fueled Rocket Propulsion Health Monitoring. - Mark Schwabacher; Nikunj C. Oza; Bryan L. Matthews (J. Aerosp. Comput. Inf. Commun., 2009)

General Purpose Data-Driven Monitoring for Space Operations. - David L. Iverson; Rodney Martin; Mark Schwabacher; Lilly Spirkovska; William Taylor; Ryan Mackey; J. Patrick Castle; Vijayakumar Baskaran (J. Aerosp. Comput. Inf. Commun., 2012)