| 2011 | ICDM | Evaluating Hurricane Intensity Prediction Techniques in Real Time. | Vladimir Jovanovic, Margaret H. Dunham, Michael Hahsler, Yu Su |
| 2011 | SDM | Temporal Structure Learning for Clustering Massive Data Streams in Real-Time. | Michael Hahsler, Margaret H. Dunham |
| 2011 | VINCI | A graph-based fuzzy linguistic metadata schema for describing spatial relationships. | Yu Su, Margaret H. Dunham |
| 2010 | CIBCB | Sequence transformation to a complex signature form for consistent phylogenetic tree using Extensible Markov Model. | Rao M. Kotamarti, Michael Hahsler, Douglas W. Raiford, Margaret H. Dunham |
| 2010 | ICDM | A New Data Mining Model for Hurricane Intensity Prediction. | Yu Su, Sudheer Chelluboina, Michael Hahsler, Margaret H. Dunham |
| 2009 | BIBE | A Data Mining Approach to Predicting Phylum for Microbial Organisms Using Genome-Wide Sequence Data. | Rao M. Kotamarti, Douglas W. Raiford, Michael L. Raymer, Margaret H. Dunham |
| 2006 | BIBE | Visualization of DNA/RNA Structure using Temporal CGRs. | Margaret H. Dunham, Donya Quick, Yuhang Wang, Monnie McGee, Jim Waddle |
| 2006 | GRC | Online Mining of Risk Level of Traffic Anomalies with User~s Feedbacks. | Yu Meng, Margaret H. Dunham |
| 2006 | GRC | Rare Event Detection in a Spatiotemporal Environment. | Yu Meng, Margaret H. Dunham, Marco F. Marchetti, Jie Huang |
| 2006 | PAKDD | Efficient Mining of Emerging Events in a Dynamic Spatiotemporal Environment. | Yu Meng, Margaret H. Dunham |
| 2005 | AICCSA | Data broadcast classification. | Ahmad S. Al-Mogren, Margaret H. Dunham |
| 2005 | AICCSA | Scalability of OAT. | J. Mizher, Margaret H. Dunham, Lin Lu, Yongqiao Xiao |
| 2005 | KDD | Mining Significant Usage Patterns from Clickstream Data. | Lin Lu, Margaret H. Dunham, Yu Meng |
| 2004 | ICDM | Extensible Markov Model. | Margaret H. Dunham, Yu Meng, Jie Huang |
| 2003 | ICDM | Efficient Data Mining for Maximal Frequent Subtrees. | Yongqiao Xiao, Jenq-Foung JF Yao, Zhigang Li, Margaret H. Dunham |
| 2003 | PAKDD | Considering Correlation between Variables to Improve Spatiotemporal Forecasting. | Zhigang Li, Liangang Liu, Margaret H. Dunham |
| 2002 | IDEAS | A Location Dependent Benchmark with Mobility Behavior. | Ayse Yasemin Seydim, Margaret H. Dunham |
| 2002 | KDD | STIFF: A Forecasting Framework for SpatioTemporal Data. | Zhigang Li, Margaret H. Dunham, Yongqiao Xiao |
| 2002 | PAKDD | STIFF: A Forecasting Framework For Spatio-Temporal Data. | Zhigang Li, Margaret H. Dunham |
| 2001 | DaWaK | Interactive Clustering for Transaction Data. | Yongqiao Xiao, Margaret H. Dunham |
| 2000 | MOBICOM | Using semantic caching to manage location dependent data in mobile computing. | Qun Ren, Margaret H. Dunham |
| 1999 | DaWaK | Considering Main Memory in Mining Association Rules. | Yongqiao Xiao, Margaret H. Dunham |
| 1998 | ICDE | Mining Association Rules: Anti-Skew Algorithms. | Jun-Lin Lin, Margaret H. Dunham |
| 1997 | IDEAS | A Proposal for Indexing Bitemporal Databases via Cooperative B+-trees. | Mario A. Nascimento, Margaret H. Dunham |
| 1996 | DEXA | M-IVTT: An Index for Bitemporal Databases. | Mario A. Nascimento, Margaret H. Dunham, Ramez Elmasri |
| 1996 | SAC | Segmented fuzzy checkpointing for main memory databases. | Jun-Lin Lin, Margaret H. Dunham |
| 1996 | SAC | Indexing a transaction-decision time database. | Mario A. Nascimento, Margaret H. Dunham |