| 2009 | Constraint-Based Subspace Clustering. | lisa Fromont, Adriana Prado, Cline Robardet |
| 2009 | Adaptive Concept Drift Detection. | Anton Dries, Ulrich Rckert |
| 2009 | Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets. | Wei Ding, Tomasz F. Stepinski, Josue Salazar |
| 2009 | Finding Representative Association Rules from Large Rule Collections. | Warren L. Davis IV, Peter M. Schwarz, Evimaria Terzi |
| 2009 | Noise Robust Classification Based on Spread Spectrum. | Jrn David |
| 2009 | Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms. | Kamalika Das, Kanishka Bhaduri, Sugandha Arora, Wesley Griffin, Kirk D. Borne, Chris Giannella, Hillol Kargupta |
| 2009 | Non-parametric Information-Theoretic Measures of One-Dimensional Distribution Functions from Continuous Time Series. | Paolo D'Alberto, Ali Dasdan |
| 2009 | A New Constraint for Mining Sets in Sequences. | Boris Cule, Bart Goethals, Cline Robardet |
| 2009 | Time-Decayed Correlated Aggregates over Data Streams. | Graham Cormode, Srikanta Tirthapura, Bojian Xu |
| 2009 | Hierarchical Linear Discriminant Analysis for Beamforming. | Jaegul Choo, Barry L. Drake, Haesun Park |
| 2009 | A Bayesian Approach to Graphy Regression with Relevant Subgraph Selection. | Silvia Chiappa, Hiroto Saigo, Koji Tsuda |
| 2009 | Detecting Communities in Social Networks Using Max-Min Modularity. | Jiyang Chen, Osmar R. Zaane, Randy Goebel |
| 2009 | Divide and Conquer Strategies for Effective Information Retrieval. | Jie Chen, Yousef Saad |
| 2009 | A Semi-Supervised Framework for Feature Mapping and Multiclass Classification. | Bo Chen, Wai Lam, Ivor W. Tsang, Tak-Lam Wong |
| 2009 | Detection and Characterization of Anomalies in Multivariate Time Series. | Haibin Cheng, Pang-Ning Tan, Christopher Potter, Steven A. Klooster |
| 2009 | A Framework for Exploring Categorical Data. | Varun Chandola, Shyam Boriah, Vipin Kumar |
| 2009 | Context Aware Trace Clustering: Towards Improving Process Mining Results. | R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aalst |
| 2009 | Efficient Discovery of Interesting Patterns Based on Strong Closedness. | Mario Boley, Tams Horvth, Stefan Wrobel |
| 2009 | Structure and Dynamics of Research Collaboration in Computer Science. | Christian Bird, Earl T. Barr, Andre Nash, Premkumar T. Devanbu, Vladimir Filkov, Zhendong Su |
| 2009 | Polynomial-Delay and Polynomial-Space Algorithms for Mining Closed Sequences, Graphs, and Pictures in Accessible Set Systems. | Hiroki Arimura, Takeaki Uno |
| 2009 | ShatterPlots: Fast Tools for Mining Large Graphs. | Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins |
| 2009 | Discovering Substantial Distinctions among Incremental Bi-Clusters. | Faris Alqadah, Raj Bhatnagar |
| 2009 | On Segment-Based Stream Modeling and Its Applications. | Charu C. Aggarwal |
| 2008 | Semantic Smoothing for Bayesian Text Classification with Small Training Data. | Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu |
| 2008 | A Spamicity Approach to Web Spam Detection. | Bin Zhou, Jian Pei, ZhaoHui Tang |