| 2009 | Kernel-based Principal Components Analysis on Large Telecommunication Data. | Takeshi Sato, Bing Quan Huang, Guillem Lefait, M. Tahar Kechadi, Brian Buckley |
| 2009 | Clustering Interval-valued Data Using an Overlapped Interval Divergence. | Yongli Ren, Yu-Hsn Liu, Jia Rong, Robert Dew |
| 2009 | Towards Web Search Engine Scale Data Mining. | Jian Pei |
| 2009 | QUEST: Discovering Insights from Survey Responses. | Girish K. Palshikar, Shailesh Deshpande, Savita S. Bhat |
| 2009 | Predictive analytics that takes in account network relations: A case study of research data of a contemporary university. | Ekta Nankani, Simeon J. Simoff |
| 2009 | Building a Generic Graph-based Descriptor Set for use in Drug Discovery. | Phillip Lock, Nicolas Le Mercier, Jiuyong Li, Markus Stumptner |
| 2009 | Monetising User Generated Content Using Data Mining Techniques. | Yu-Hsn Liu, Yongli Ren, Robert Dew |
| 2009 | Non-Redundant Rare Itemset Generation. | Yun Sing Koh, Russel Pears |
| 2009 | Distributed Association Rule Mining with Minimum Communication Overhead. | Md. Golam Kaosar, Zhuojia Xu, Xun Yi |
| 2009 | A Query Based Approach for Mining Evolving Graphs. | Andrey Kan, Jeffrey Chan, James Bailey, Christopher Leckie |
| 2009 | HDAX: Historical Symbolic Modelling of Delay Time Series in a Communications Network. | Hooman Homayounfard, Paul J. Kennedy |
| 2009 | Efficiently Mining Frequent Subpaths. | Sumanta Guha |
| 2009 | Credit Scoring and Data Mining. | Ross W. Gayler |
| 2009 | Efficient Mining of Top-k Breaker Emerging Subgraph Patterns from Graph Datasets. | Min Gan, Honghua Dai |
| 2009 | Edge Evaluation in Bayesian Network Structures. | Saaid Baraty, Dan A. Simovici |
| 2009 | Studying Genotype-Phenotype Attack on k-anonymised Medical and Genomic Data. | Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang |
| 2009 | SparseDTW: A Novel Approach to Speed up Dynamic Time Warping. | Ghazi Al-Naymat, Sanjay Chawla, Javid Taheri |
| 2008 | LBR-Meta: An Efficient Algorithm for Lazy Bayesian Rules. | Zhipeng Xie |
| 2008 | A New Evaluation Measure for Imbalanced Datasets. | Cheng G. Weng, Josiah Poon |
| 2008 | Multi-Strategy Ensemble Learning, Ensembles of Bayesian Classifiers, and the Problem of False Discoveries. | Geoffrey I. Webb |
| 2008 | Indoor Location Prediction Using Multiple Wireless Received Signal Strengths. | Kha Tran, Dinh Q. Phung, Brett Adams, Svetha Venkatesh |
| 2008 | Combining Structure and Content Similarities for XML Document Clustering. | Tien Tran, Richi Nayak, Peter Bruza |
| 2008 | Structure-Based Document Model with Discrete Wavelet Transforms and Its Application to Document Classification. | Supphachai Thaicharoen, Tom Altman, Krzysztof J. Cios |
| 2008 | Priority Driven K-Anonymisation for Privacy Protection. | Xiaoxun Sun, Hua Wang, Jiuyong Li |
| 2008 | Categorical Proportional Difference: A Feature Selection Method for Text Categorization. | Mondelle Simeon, Robert J. Hilderman |