| 2009 | Handling continuous attributes in Ant Colony Classification algorithms. | Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson |
| 2009 | Local mining of Association Rules with Rule Schemas. | Andrei Olaru, Claudia Marinica, Fabrice Guillet |
| 2009 | Tutorial CIDM-T Temporal pattern mining in symbolic time point and time interval data. | Fabian Mrchen |
| 2009 | Hierarchically classifying documents with multiple labels. | Andrew Mayne, Russell Perry |
| 2009 | Data mining with ensembles of fuzzy decision trees. | Christophe Marsala |
| 2009 | Ensemble member selection using multi-objective optimization. | Tuve Lfstrm, Ulf Johansson, Henrik Bostrm |
| 2009 | Generalized random rotation perturbation for vertically partitioned data sets. | Zhenmin Lin, Jie Wang, Lian Liu, Jun Zhang |
| 2009 | Assessing the influence probability between objects: A random walker approach. | Pei Li, Zhixu Li, Jun He, Xiaoyong Du, Hongyan Liu |
| 2009 | Fuzzy p-mode prototypes: A generalization of frequency-based cluster prototypes for clustering categorical objects. | Mahnhoon Lee |
| 2009 | An improved multiple minimum support based approach to mine rare association rules. | R. Uday Kiran, P. Krishna Reddy |
| 2009 | A novel data clustering algorithm based on electrostatic field concepts. | Masoumeh Kalantari Khandani, Parvaneh Saeedi, Yaser P. Fallah, Mehdi K. Khandani |
| 2009 | Faster computation of the direct product kernel for graph classification. | Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook |
| 2009 | Empirical comparison of graph classification algorithms. | Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook |
| 2009 | Dependable performance analysis for fuzzy clustering of web usage data. | Amir Ketata, Sudhir P. Mudur, Nematollaah Shiri |
| 2009 | Data mining via protoform based linguistic summaries: Some possible relations to natural language generation. | Janusz Kacprzyk, Slawomir Zadrozny |
| 2009 | Density-based clustering of polygons. | Deepti Joshi, Ashok Samal, Leen-Kiat Soh |
| 2009 | Evolving decision trees using oracle guides. | Ulf Johansson, Lars Niklasson |
| 2009 | An architecture and algorithms for multi-run clustering. | Rachsuda Jiamthapthaksin, Christoph F. Eick, Vadeerat Rinsurongkawong |
| 2009 | Non-collaborative interest mining for personal devices. | Sangoh Jeong, Doreen Cheng, Henry Song, Swaroop Kalasapur |
| 2009 | An enhanced data mining life cycle. | Markus Hofmann, Brendan Tierney |
| 2009 | HybridSOM: A generic rule extraction framework for self-organizing feature maps. | Willem S. van Heerden, Andries P. Engelbrecht |
| 2009 | Large-scale attribute selection using wrappers. | Martin Gtlein, Eibe Frank, Mark Hall, Andreas Karwath |
| 2009 | Automatic analysis of eye tracking data for medical diagnosis. | Filippo Galgani, Yiwen Sun, Pier Luca Lanzi, Jason Leigh |
| 2009 | Decision trees as information source for attribute selection. | Kyoko Fukuda, Brent Martin |
| 2009 | Mining Multiple Temporal Patterns of complex dynamic data systems. | Xin Feng, Odilon K. Senyana |