QuenchMinerTM: Decision Support for Optimization of Heat Treating Processes. - Aparna S. Varde; Makiko Takahashi; Elke A. Rundensteiner; Matthew O. Ward; Mohammed Maniruzzaman; Richard D. Sisson Jr. (IICAI, 2003)

Semantic Extensions to Domain-Specific Markup Languages. - Aparna S. Varde; Elke A. Rundensteiner; Murali Mani; Mohammed Maniruzzaman; Richard D. Sisson Jr. (CCCT (2), 2004)

Apriori algorithm and game-of-life for predictive analysis in materials science. - Aparna S. Varde; Makiko Takahashi; Elke A. Rundensteiner; Matthew O. Ward; Mohammed Maniruzzaman; Richard D. Sisson Jr. (Int. J. Knowl. Based Intell. Eng. Syst., 2004)

Learning semantics-preserving distance metrics for clustering graphical data. - Aparna S. Varde; Elke A. Rundensteiner; Carolina Ruiz; Mohammed Maniruzzaman; Richard D. Sisson Jr. (MDM@KDD, 2005)

Integrating Clustering and Classification for Estimating Process Variables in Materials Science. - Aparna S. Varde; Elke A. Rundensteiner; Carolina Ruiz; David C. Brown; Mohammed Maniruzzaman; Richard D. Sisson Jr. (AAAI, 2006)

Designing semantics-preserving cluster representatives for scientific input conditions. - Aparna S. Varde; Elke A. Rundensteiner; Carolina Ruiz; David C. Brown; Mohammed Maniruzzaman; Richard D. Sisson Jr. (CIKM, 2006)

Mining Images of Material Nanostructure Data. - Aparna S. Varde; Jianyu Liang; Elke A. Rundensteiner; Richard D. Sisson Jr. (ICDCIT, 2006)

AutoDomainMine: a graphical data mining system for process optimization. - Aparna S. Varde; Elke A. Rundensteiner; Richard D. Sisson Jr. (SIGMOD Conference, 2007)

LearnMet: learning domain-specific distance metrics for plots of scientific functions. - Aparna S. Varde; Elke A. Rundensteiner; Carolina Ruiz; Mohammed Maniruzzaman; Richard D. Sisson Jr. (Multim. Tools Appl., 2007)

Component Selection to Optimize Distance Function Learning in Complex Scientific Data Sets. - Aparna S. Varde; Stephen Bique; Elke A. Rundensteiner; David C. Brown; Jianyu Liang; Richard D. Sisson Jr.; Ehsan Sheybani; Brian Sayre (DEXA, 2008)

Comparing mathematical and heuristic approaches for scientific data analysis. - Aparna S. Varde; Shuhui Ma; Mohammed Maniruzzaman; David C. Brown; Elke A. Rundensteiner; Richard D. Sisson Jr. (Artif. Intell. Eng. Des. Anal. Manuf., 2008)

QuenchML: A semantics-preserving markup language for knowledge representation in quenching. - Aparna S. Varde; Mohammed Maniruzzaman; Richard D. Sisson Jr. (Artif. Intell. Eng. Des. Anal. Manuf., 2013)

Ishikawa, JESS, and Visual Analytics for Engineering. - Aparna S. Varde; Jianyu Liang; Zhaotong Yang; Richard D. Sisson Jr. (IEEE Big Data, 2022)

Machine learning model to predict tensile properties of annealed Ti6Al4V parts prepared by selective laser melting. - Zhaotong Yang; Mei Yang; Richard D. Sisson Jr.; Yanhua Li; Jianyu Liang (Artif. Intell. Eng. Des. Anal. Manuf., 2022)