Case Provenance: The Value of Remembering Case Sources. - David B. Leake; Matthew Whitehead (ICCBR, 2007)

Sentiment Mining Using Ensemble Classification Models. - Matthew Whitehead; Larry S. Yaeger (SCSS (1), 2008)

Building a General Purpose Cross-Domain Sentiment Mining Model. - Matthew Whitehead; Larry S. Yaeger (CSIE (4), 2009)

Multi-K Machine Learning Ensembles. - Matthew S. Whitehead; Larry S. Yaeger (MAICS, 2012)

Practical Fault Tolerant 2D Cellular Automata. - Steven Janke; Matthew Whitehead (ECAL, 2015)

Visualizing stacked autoencoder language learning. - Trevor Barron; Matthew Whitehead (ESANN, 2016)

A Tool for Visualizing and Exploring Relationships Among Cancer-Related Patents. - Matthew Whitehead; Daniel K. N. Johnson (FLAIRS, 2017)

COVID-19 Joint Pandemic Modeling and Analysis Platform. - Gautam S. Thakur; Kevin A. Sparks; Anne Berres; Varisara Tansakul; Supriya Chinthavali; Matthew Whitehead; Erik Schmidt; Haowen Xu; Junchuan Fan; Dustin Spears; Elton Cranfill (COVID@SIGSPATIAL, 2020)

Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction. - Allison Lahnala; Gauri Kambhatla; Jiajun Peng; Matthew Whitehead; Gillian Minnehan; Eric Guldan; Jonathan K. Kummerfeld; Anil Çamci; Rada Mihalcea (EvoMUSART, 2021)