Mapping Uncharted Waters: Exploratory Analysis, Visualization, and Clustering of Oceanographic Data. - Joshua M. Lewis; Pincelli M. Hull; Kilian Q. Weinberger; Lawrence K. Saul (ICMLA, 2008)

Multi-view kernel construction. - Virginia R. de Sa; Patrick W. Gallagher; Joshua M. Lewis; Vicente L. Malave (Mach. Learn., 2010)

A Corpus Analysis of Strategy Video Game Play in Starcraft: Brood War. - Joshua M. Lewis; Patrick Trinh; David Kirsh (CogSci, 2011)

Anthropocentric data analysis. - Joshua M. Lewis (2011)

Human Cluster Evaluation and Formal Quality Measures: A Comparative Study. - Joshua M. Lewis; Margareta Ackerman; Virginia R. de Sa (CogSci, 2012)

A Behavioral Investigation of Dimensionality Reduction. - Joshua M. Lewis; Laurens van der Maaten; Virginia R. de Sa (CogSci, 2012)

Using Machine Learning for Exploratory Data Analysis. - Joshua M. Lewis; Virginia R. de Sa (CogSci, 2012)

Learning Cluster Analysis through Experience. - Joshua M. Lewis; Virginia R. de Sa (CogSci, 2012)

A Unified Account of Gaze Following. - Hector Jasso; Jochen Triesch; Gedeon O. Deák; Joshua M. Lewis (IEEE Trans. Auton. Ment. Dev., 2012)

Divvy: fast and intuitive exploratory data analysis. - Joshua M. Lewis; Virginia R. de Sa; Laurens van der Maaten (J. Mach. Learn. Res., 2013)