Random forests for metric learning with implicit pairwise position dependence. - Caiming Xiong; David M. Johnson 001; Ran Xu 001; Jason J. Corso (KDD, 2012)

Comprehensive Cross-Hierarchy Cluster Agreement Evaluation. - David M. Johnson 001; Caiming Xiong; Jing Gao; Jason J. Corso (AAAI (Late-Breaking Developments), 2013)

Uncertainty Reduction for Active Image Clustering via a Hybrid Global-Local Uncertainty Model. - Caiming Xiong; David M. Johnson 001; Jason J. Corso (AAAI (Late-Breaking Developments), 2013)

Modelling the Interpretation of Literary Allusion with Machine Learning Techniques. - Neil Coffee; James O. Gawley; Christopher W. Forstall; Walter J. Scheirer; David M. Johnson 001; Jason J. Corso; Brian C. Parks (DH, 2013)

Adaptive Quantization for Hashing: An Information-Based Approach to Learning Binary Codes. - Caiming Xiong; Wei Chen 134; Gang Chen 032; David M. Johnson 001; Jason J. Corso (SDM, 2014)

Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies. - David M. Johnson 001; Caiming Xiong; Jason J. Corso (IEEE Trans. Knowl. Data Eng., 2016)

Active Clustering with Model-Based Uncertainty Reduction. - Caiming Xiong; David M. Johnson 001; Jason J. Corso (IEEE Trans. Pattern Anal. Mach. Intell., 2017)