| 2009 | A Bayesian Approach Toward Finding Communities and Their Evolutions in Dynamic Social Networks. Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin |
| 2009 | A Bayesian Approach to Graphy Regression with Relevant Subgraph Selection. Silvia Chiappa, Hiroto Saigo, Koji Tsuda |
| 2009 | A Family of Large Margin Linear Classifiers and Its Application in Dynamic Environments. Jianqiang Shen, Thomas G. Dietterich |
| 2009 | A Framework for Exploring Categorical Data. Varun Chandola, Shyam Boriah, Vipin Kumar |
| 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, Saïd Salhi |
| 2009 | A New Constraint for Mining Sets in Sequences. Boris Cule, Bart Goethals, Céline Robardet |
| 2009 | A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning. Frederik Janssen, Johannes Fürnkranz |
| 2009 | A Semi-Supervised Framework for Feature Mapping and Multiclass Classification. Bo Chen, Wai Lam, Ivor W. Tsang, Tak-Lam Wong |
| 2009 | AMORI: A Metric-Based One Rule Inducer. Niklas Lavesson, Paul Davidsson |
| 2009 | Adaptive Concept Drift Detection. Anton Dries, Ulrich Rückert |
| 2009 | Agglomerative Mean-Shift Clustering via Query Set Compression. Xiaotong Yuan, Bao-Gang Hu, Ran He |
| 2009 | Aligned Graph Classification with Regularized Logistic Regression. Brian Quanz, Jun Huan |
| 2009 | An Entity Based Model for Coreference Resolution. Michael L. Wick, Aron Culotta, Khashayar Rohanimanesh, Andrew McCallum |
| 2009 | Analyses for Service Interaction Networks with Applications to Service Delivery. Sampath Kameshwaran, Sameep Mehta, Vinayaka Pandit, Gyana R. Parija, Sudhanshu Singh, Nukala Viswanadham |
| 2009 | Application of Bayesian Partition Models in Warranty Data Analysis. Markus Müller, Christoph Schlieder, Axel Blumenstock |
| 2009 | Autocannibalistic and Anyspace Indexing Algorithms with Application to Sensor Data Mining. Lexiang Ye, Xiaoyue Wang, Eamonn J. Keogh, Agenor Mafra-Neto |
| 2009 | Bayesian Cluster Ensembles. Hongjun Wang, Hanhuai Shan, Arindam Banerjee |
| 2009 | CORE: Nonparametric Clustering of Large Numeric Databases. Andrej Taliun, Michael H. Böhlen, Arturas Mazeika |
| 2009 | Change-Point Detection in Time-Series Data by Direct Density-Ratio Estimation. Yoshinobu Kawahara, Masashi Sugiyama |
| 2009 | Constraint-Based Subspace Clustering. Élisa Fromont, Adriana Prado, Céline Robardet |
| 2009 | Context Aware Trace Clustering: Towards Improving Process Mining Results. R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aalst |
| 2009 | DensEst: Density Estimation for Data Mining in High Dimensional Spaces. Emmanuel Müller, Ira Assent, Ralph Krieger, Stephan Günnemann, Thomas Seidl |
| 2009 | Detecting Communities in Social Networks Using Max-Min Modularity. Jiyang Chen, Osmar R. Zaïane, Randy Goebel |
| 2009 | Detection and Characterization of Anomalies in Multivariate Time Series. Haibin Cheng, Pang-Ning Tan, Christopher Potter, Steven A. Klooster |
| 2009 | Discovering Substantial Distinctions among Incremental Bi-Clusters. Faris Alqadah, Raj Bhatnagar |
| 2009 | Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets. Wei Ding, Tomasz F. Stepinski, Josue Salazar |
| 2009 | Discretized Spatio-Temporal Scan Window. Seyed H. Mohammadi, Vandana Pursnani Janeja, Aryya Gangopadhyay |
| 2009 | Diversity-Based Weighting Schemes for Clustering Ensembles. Francesco Gullo, Andrea Tagarelli, Sergio Greco |
| 2009 | Divide and Conquer Strategies for Effective Information Retrieval. Jie Chen, Yousef Saad |
| 2009 | Efficient Active Learning with Boosting. Zheng Wang, Yangqiu Song, Changshui Zhang |
| 2009 | Efficient Computation of Partial-Support for Mining Interesting Itemsets. Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan |
| 2009 | Efficient Discovery of Interesting Patterns Based on Strong Closedness. Mario Boley, Tamás Horváth, Stefan Wrobel |
| 2009 | Efficient Multiplicative Updates for Support Vector Machines. Vamsi K. Potluru, Sergey M. Plis, Morten Mørup, Vincent D. Calhoun, Terran Lane |
| 2009 | Event Discovery in Time Series. Dan Preston, Pavlos Protopapas, Carla E. Brodley |
| 2009 | Exact Discovery of Time Series Motifs. Abdullah Mueen, Eamonn J. Keogh, Qiang Zhu, Sydney Cash, M. Brandon Westover |
| 2009 | Exploiting Semantic Constraints for Estimating Supersenses with CRFs. Gerhard Paaß, Frank Reichartz |
| 2009 | FEDRA: A Fast and Efficient Dimensionality Reduction Algorithm. Panagis Magdalinos, Christos Doulkeridis, Michalis Vazirgiannis |
| 2009 | Feature Weighted SVMs Using Receiver Operating Characteristics. Shaoyi Zhang, M. Maruf Hossain, Md. Rafiul Hassan, James Bailey, Kotagiri Ramamohanarao |
| 2009 | Finding Links and Initiators: A Graph-Reconstruction Problem. Heikki Mannila, Evimaria Terzi |
| 2009 | Finding Representative Association Rules from Large Rule Collections. Warren L. Davis IV, Peter M. Schwarz, Evimaria Terzi |
| 2009 | FuncICA for Time Series Pattern Discovery. Nishant A. Mehta, Alexander G. Gray |
| 2009 | FutureRank: Ranking Scientific Articles by Predicting their Future PageRank. Hassan Sayyadi, Lise Getoor |
| 2009 | GAD: General Activity Detection for Fast Clustering on Large Data. Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin |
| 2009 | Grammar Mining. Siegfried Nijssen, Luc De Raedt |
| 2009 | Graph Generation with Prescribed Feature Constraints. Xiaowei Ying, Xintao Wu |
| 2009 | Hierarchical Linear Discriminant Analysis for Beamforming. Jaegul Choo, Barry L. Drake, Haesun Park |
| 2009 | High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic. Arifa Nisar, Waseem Ahmad, Wei-keng Liao, Alok N. Choudhary |
| 2009 | Highlighting Diverse Concepts in Documents. Kun Liu, Evimaria Terzi, Tyrone Grandison |
| 2009 | Hybrid Clustering of Text Mining and Bibliometrics Applied to Journal Sets. Xinhai Liu, Shi Yu, Yves Moreau, Bart De Moor, Wolfgang Glänzel, Frizo A. L. Janssens |
| 2009 | Identifying Information-Rich Subspace Trends in High-Dimensional Data. Snehal Pokharkar, Chandan K. Reddy |
| 2009 | Identifying Unsafe Routes for Network-Based Trajectory Privacy. Aris Gkoulalas-Divanis, Vassilios S. Verykios, Mohamed F. Mokbel |
| 2009 | Integrated KL (K-means - Laplacian) Clustering: A New Clustering Approach by Combining Attribute Data and Pairwise Relations. Fei Wang, Chris H. Q. Ding, Tao Li |
| 2009 | Learning Random-Walk Kernels for Protein Remote Homology Identification and Motif Discovery. Martin Renqiang Min, Rui Kuang, Anthony J. Bonner, Zhaolei Zhang |
| 2009 | Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction. Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama, Koji Tsuda |
| 2009 | Local Relevance Weighted Maximum Margin Criterion for Text Classification. Quanquan Gu, Jie Zhou |
| 2009 | Low-Entropy Set Selection. Hannes Heikinheimo, Jilles Vreeken, Arno Siebes, Heikki Mannila |
| 2009 | MUSK: Uniform Sampling of k Maximal Patterns. Mohammad Al Hasan, Mohammed Javeed Zaki |
| 2009 | Measuring Discrimination in Socially-Sensitive Decision Records. Dino Pedreschi, Salvatore Ruggieri, Franco Turini |
| 2009 | Mining Cohesive Patterns from Graphs with Feature Vectors. Flavia Moser, Recep Colak, Arash Rafiey, Martin Ester |
| 2009 | Mining Complex Spatio-Temporal Sequence Patterns. Florian Verhein |
| 2009 | Mining for Surprise Events Within Text Streams. Paul Whitney, Dave Engel, Nick Cramer |
| 2009 | Multi-Modal Hierarchical Dirichlet Process Model for Predicting Image Annotation and Image-Object Label Correspondence. Oksana Yakhnenko, Vasant G. Honavar |
| 2009 | Multi-field Correlated Topic Modeling. Konstantin Salomatin, Yiming Yang, Abhimanyu Lad |
| 2009 | Multi-topic Based Query-Oriented Summarization. Jie Tang, Limin Yao, Dewei Chen |
| 2009 | MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis. Jimeng Sun, Spiros Papadimitriou, Ching-Yung Lin, Nan Cao, Shixia Liu, Weihong Qian |
| 2009 | Multiple Kernel Clustering. Bin Zhao, James T. Kwok, Changshui Zhang |
| 2009 | Near-optimal Supervised Feature Selection among Frequent Subgraphs. Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt |
| 2009 | Noise Robust Classification Based on Spread Spectrum. Jörn David |
| 2009 | Non-negative Matrix Factorization, Convexity and Isometry. Nikolaos Vasiloglou, Alexander G. Gray, David V. Anderson |
| 2009 | Non-parametric Information-Theoretic Measures of One-Dimensional Distribution Functions from Continuous Time Series. Paolo D'Alberto, Ali Dasdan |
| 2009 | On Maximum Coverage in the Streaming Model & Application to Multi-topic Blog-Watch. Barna Saha, Lise Getoor |
| 2009 | On Randomness Measures for Social Networks. Xiaowei Ying, Xintao Wu |
| 2009 | On Segment-Based Stream Modeling and Its Applications. Charu C. Aggarwal |
| 2009 | On the Comparison of Relative Clustering Validity Criteria. Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka |
| 2009 | Optimal Distance Bounds on Time-Series Data. Michail Vlachos, Suleyman Serdar Kozat, Philip S. Yu |
| 2009 | Outlier Detection with Globally Optimal Exemplar-Based GMM. Xingwei Yang, Longin Jan Latecki, Dragoljub Pokrajac |
| 2009 | PICC Counting: Who Needs Joins When You Can Propagate Efficiently?. Jong Wook Kim, K. Selçuk Candan |
| 2009 | Parallel Large Scale Feature Selection for Logistic Regression. Sameer Singh, Jeremy Kubica, Scott Larsen, Daria Sorokina |
| 2009 | Parallel Pairwise Clustering. Elad Yom-Tov, Noam Slonim |
| 2009 | Polynomial-Delay and Polynomial-Space Algorithms for Mining Closed Sequences, Graphs, and Pictures in Accessible Set Systems. Hiroki Arimura, Takeaki Uno |
| 2009 | Positive Unlabeled Learning for Data Stream Classification. Xiaoli Li, Philip S. Yu, Bing Liu, See-Kiong Ng |
| 2009 | Prior-Free Rare Category Detection. Jingrui He, Jaime G. Carbonell |
| 2009 | Privacy Preservation in Social Networks with Sensitive Edge Weights. Lian Liu, Jie Wang, Jinze Liu, Jun Zhang |
| 2009 | Proceedings of the SIAM International Conference on Data Mining, SDM 2009, April 30 - May 2, 2009, Sparks, Nevada, USA |
| 2009 | Providing Privacy through Plausibly Deniable Search. Mummoorthy Murugesan, Chris Clifton |
| 2009 | Proximity-Based Anomaly Detection Using Sparse Structure Learning. Tsuyoshi Idé, Aurélie C. Lozano, Naoki Abe, Yan Liu |
| 2009 | Randomization Techniques for Graphs. Sami Hanhijärvi, Gemma C. Garriga, Kai Puolamäki |
| 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 | Semi-supervised Learning by Sparse Representation. Shuicheng Yan, Huan Wang |
| 2009 | ShatterPlots: Fast Tools for Mining Large Graphs. Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins |
| 2009 | Spatially Cost-Sensitive Active Learning. Alexander Liu, Goo Jun, Joydeep Ghosh |
| 2009 | Speeding Up Secure Computations via Embedded Caching. K. Zhai, W. K. Ng, A. R. Herianto, S. Han |
| 2009 | Straightforward Feature Selection for Scalable Latent Semantic Indexing. Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen |
| 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 | Text Categorization with All Substring Features. Daisuke Okanohara, Jun'ichi Tsujii |
| 2009 | The Metric Dilemma: Competence-Conscious Associative Classification. Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira Jr., Marcos André Gonçalves |
| 2009 | The Set Classification Problem and Solution Methods. Xia Ning, George Karypis |
| 2009 | Time-Decayed Correlated Aggregates over Data Streams. Graham Cormode, Srikanta Tirthapura, Bojian Xu |
| 2009 | Top-k Correlative Graph Mining. Yiping Ke, James Cheng, Jeffrey Xu Yu |
| 2009 | Topic Cube: Topic Modeling for OLAP on Multidimensional Text Databases. Duo Zhang, ChengXiang Zhai, Jiawei Han |
| 2009 | Topic Evolution in a Stream of Documents. André Gohr, Alexander Hinneburg, René Schult, Myra Spiliopoulou |
| 2009 | Toward Optimal Ordering of Prediction Tasks. Abhimanyu Lad, Yiming Yang, Rayid Ghani, Bryan Kisiel |
| 2009 | Tracking User Mobility to Detect Suspicious Behavior. Gaurav Tandon, Philip K. Chan |
| 2009 | Travel-Time Prediction Using Gaussian Process Regression: A Trajectory-Based Approach. Tsuyoshi Idé, Sei Kato |
| 2009 | Twin Vector Machines for Online Learning on a Budget. Zhuang Wang, Slobodan Vucetic |
| 2009 | Understanding Importance of Collaborations in Co-authorship Networks: A Supportiveness Analysis Approach. Yi Han, Bin Zhou, Jian Pei, Yan Jia |