| 2007 | Establishing a Lineage for Medical Knowledge Discovery. | Anna Shillabeer, John F. Roddick |
| 2007 | SemGrAM - Integrating Semantic Graphs into Association Rule Mining. | John F. Roddick, Peter Fule |
| 2007 | News Aware Volatility Forecasting: Is the Content of News Important? | Calum S. Robertson, Shlomo Geva, Rodney Wolff |
| 2007 | A Discriminant Analysis for Undersampled Data. | Matthew Robards, Junbin Gao, Philip Charlton |
| 2007 | Classification for accuracy and insight: A weighted sum approach. | Anthony Quinn, Andrew Stranieri, John Yearwood |
| 2007 | The Use of Various Data Mining and Feature Selection Methods in the Analysis of a Population Survey Dataset. | Ellen Pitt, Richi Nayak |
| 2007 | Adaptive Spike Detection for Resilient Data Stream Mining. | Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler |
| 2007 | Mining for offender group detection and story of a police operation. | Fatih zgl, Julian Bondy, Hakan Aksoy |
| 2007 | Using Corpus Analysis to Inform Research into Opinion Detection in Blogs. | Deanna J. Osman, John Yearwood, Peter Vamplew |
| 2007 | Temporal Pattern Matching for the Prediction of Stock Prices. | Richi Nayak, Paul te Braak |
| 2007 | Are Zero-suppressed Binary Decision Diagrams Good for Mining Frequent Patterns in High Dimensional Datasets? | Elsa Loekito, James Bailey |
| 2007 | Detecting Anomalous Longitudinal Associations Through Higher Order Mining. | Ping Liang, John F. Roddick |
| 2007 | PCITMiner- Prefix-based Closed Induced Tree Miner for finding closed induced frequent subtrees. | Sangeetha Kutty, Richi Nayak, Yuefeng Li |
| 2007 | Customer Analytics Projects: Addressing Existing Problems with a Process that Leads to Success. | Inna Kolyshkina, Simeon J. Simoff |
| 2007 | Analytics for Audit and Business Controls in Corporate Travel and Entertainment. | Vijay S. Iyengar, Ioana Boier, Karen Kelley, Raymond Curatolo |
| 2007 | An Approach to Argumentation Context Mining from Dialogue History in an E-Market Scenario. | Khandaker Shahidul Islam |
| 2007 | An E-Market Framework to Determine the Strength of Business Relationships between Intelligent Agents. | Khandaker Shahidul Islam |
| 2007 | Mining Web Snippets to Answer List Questions. | Alejandro Figueroa, Gnter Neumann |
| 2007 | A Bottom-Up Projection Based Algorithm for Mining High Utility Itemsets. | Alva Erwin, Raj P. Gopalan, N. R. Achuthan |
| 2007 | Measuring Data-Driven Ontology Changes using Text Mining. | Majigsuren Enkhsaikhan, Wilson Wong, Wei Liu, Mark Reynolds |
| 2007 | Exploratory Multilevel Hot Spot Analysis: Australian Taxation Office Case Study. | Denny, Graham J. Williams, Peter Christen |
| 2007 | Discovering Frequent Sets from Data Streams with CPU Constraint. | Xuan-Hong Dang, Wee Keong Ng, Kok-Leong Ong, Vincent C. S. Lee |
| 2007 | Evaluation of a Graduate Level Data Mining Course with Industry Participants. | Peter Christen |
| 2007 | A Two-Step Classification Approach to Unsupervised Record Linkage. | Peter Christen |
| 2007 | A Case Study of Failure Mode Analysis with Text Mining Methods. | Lin Chen, Richi Nayak |