| 2009 | A Family of Large Margin Linear Classifiers and Its Application in Dynamic Environments. | Jianqiang Shen, Thomas G. Dietterich |
| 2009 | FutureRank: Ranking Scientific Articles by Predicting their Future PageRank. | Hassan Sayyadi, Lise Getoor |
| 2009 | Multi-field Correlated Topic Modeling. | Konstantin Salomatin, Yiming Yang, Abhimanyu Lad |
| 2009 | On Maximum Coverage in the Streaming Model & Application to Multi-topic Blog-Watch. | Barna Saha, Lise Getoor |
| 2009 | Aligned Graph Classification with Regularized Logistic Regression. | Brian Quanz, Jun Huan |
| 2009 | Event Discovery in Time Series. | Dan Preston, Pavlos Protopapas, Carla E. Brodley |
| 2009 | Efficient Multiplicative Updates for Support Vector Machines. | Vamsi K. Potluru, Sergey M. Plis, Morten Mrup, Vincent D. Calhoun, Terran Lane |
| 2009 | Identifying Information-Rich Subspace Trends in High-Dimensional Data. | Snehal Pokharkar, Chandan K. Reddy |
| 2009 | Efficient Computation of Partial-Support for Mining Interesting Itemsets. | Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan |
| 2009 | A Hybrid Data Mining Metaheuristic for the p-Median Problem. | Alexandre Plastino, Erick R. Fonseca, Richard Fuchshuber, Simone L. Martins, Alex Alves Freitas, Martino Luis, Sad Salhi |
| 2009 | Measuring Discrimination in Socially-Sensitive Decision Records. | Dino Pedreschi, Salvatore Ruggieri, Franco Turini |
| 2009 | Exploiting Semantic Constraints for Estimating Supersenses with CRFs. | Gerhard Paa, Frank Reichartz |
| 2009 | Text Categorization with All Substring Features. | Daisuke Okanohara, Jun'ichi Tsujii |
| 2009 | High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic. | Arifa Nisar, Waseem Ahmad, Wei-keng Liao, Alok N. Choudhary |
| 2009 | The Set Classification Problem and Solution Methods. | Xia Ning, George Karypis |
| 2009 | Grammar Mining. | Siegfried Nijssen, Luc De Raedt |
| 2009 | Providing Privacy through Plausibly Deniable Search. | Mummoorthy Murugesan, Chris Clifton |
| 2009 | Application of Bayesian Partition Models in Warranty Data Analysis. | Markus Mller, Christoph Schlieder, Axel Blumenstock |
| 2009 | DensEst: Density Estimation for Data Mining in High Dimensional Spaces. | Emmanuel Mller, Ira Assent, Ralph Krieger, Stephan Gnnemann, Thomas Seidl |
| 2009 | Exact Discovery of Time Series Motifs. | Abdullah Mueen, Eamonn J. Keogh, Qiang Zhu, Sydney Cash, M. Brandon Westover |
| 2009 | Mining Cohesive Patterns from Graphs with Feature Vectors. | Flavia Moser, Recep Colak, Arash Rafiey, Martin Ester |
| 2009 | Discretized Spatio-Temporal Scan Window. | Seyed H. Mohammadi, Vandana Pursnani Janeja, Aryya Gangopadhyay |
| 2009 | Learning Random-Walk Kernels for Protein Remote Homology Identification and Motif Discovery. | Martin Renqiang Min, Rui Kuang, Anthony J. Bonner, Zhaolei Zhang |
| 2009 | FuncICA for Time Series Pattern Discovery. | Nishant A. Mehta, Alexander G. Gray |
| 2009 | FEDRA: A Fast and Efficient Dimensionality Reduction Algorithm. | Panagis Magdalinos, Christos Doulkeridis, Michalis Vazirgiannis |