| 2025 | PAKDD | Scalable Knowledge Graph Construction from Unstructured Text: A Case Study on Artisanal and Small-Scale Gold Mining. | Debashis Gupta, Aditi Golder, Sahil Sidheekh, Sakib Imtiaz, Sarra Alaqahtani, Fan Yang, Gregory D. Larsen, Miles R. Silman, Luis E. Fernandez, Robert J. Plemmons, Sriraam Natarajan, V. Paul Pauca |
| 2022 | IGARSS | Unsupervised Detection of ASH Dieback Disease (Hymenoscyphus Fraxineus) Using Diffusion-Based Hyperspectral Image Clustering. | Sam L. Polk, Aland H. Y. Chan, Kangning Cui, Robert J. Plemmons, David A. Coomes, James M. Murphy |
| 2022 | IGARSS | Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images. | Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy |
| 2022 | IGARSS | Classification of Hyperspectral Images Using SVM with Shape-Adaptive Reconstruction and Smoothed Total Variation. | Ruoning Li, Kangning Cui, Raymond H. Chan, Robert J. Plemmons |
| 2016 | ISITA | Trust-region methods for nonconvex sparse recovery optimization. | Jennifer B. Erway, Robert J. Plemmons, Lasith Adhikari, Roummel F. Marcia |
| 2007 | ICASSP | Non-Negative Tensor Factorization using Alpha and Beta Divergences. | Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari |
| 2004 | SDM | Text Mining Using Non-Negative Matrix Factorizations. | V. Paul Pauca, Farial Shahnaz, Michael W. Berry, Robert J. Plemmons |
| 1996 | ICIP | Computations in astro-imaging. | Brent Ellerbroek, Robert J. Plemmons |
| 1993 | ICASSP | FFT-based RLS in signal processing. | Robert J. Plemmons |
| 1987 | ICASSP | Numerical properties of a hyperbolic rotation method for windowed RLS filtering. | S. Thomas Alexander, C. T. Pan, Robert J. Plemmons |