| 2009 | Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming Data. | Pei-Pei Li, Qianhui Liang, Xindong Wu, Xuegang Hu |
| 2009 | Active Learning for Causal Bayesian Network Structure with Non-symmetrical Entropy. | Guoliang Li, Tze-Yun Leong |
| 2009 | Similarity-Based Feature Selection for Learning from Examples with Continuous Values. | Yun Li, Su-Jun Hu, Wen-Jie Yang, Guozi Sun, Fang-Wu Yao, Geng Yang |
| 2009 | Exploiting the Block Structure of Link Graph for Efficient Similarity Computation. | Pei Li, Yuanzhe Cai, Hongyan Liu, Jun He, Xiaoyong Du |
| 2009 | Adaptive Methods for Classification in Arbitrarily Imbalanced and Drifting Data Streams. | Ryan Lichtenwalter, Nitesh V. Chawla |
| 2009 | On Mining Rating Dependencies in Online Collaborative Rating Networks. | Hady Wirawan Lauw, Ee-Peng Lim, Ke Wang |
| 2009 | Sentence-Level Novelty Detection in English and Malay. | Agus Trisnajaya Kwee, Flora S. Tsai, Wenyin Tang |
| 2009 | Text Categorization Using Fuzzy Proximal SVM and Distributional Clustering of Words. | Mani Arun Kumar, Madan Gopal |
| 2009 | Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data. | Hans-Peter Kriegel, Peer Krger, Erich Schubert, Arthur Zimek |
| 2009 | Feature Selection for Brain-Computer Interfaces. | Irena Koprinska |
| 2009 | A Polynomial-Delay Polynomial-Space Algorithm for Extracting Frequent Diamond Episodes from Event Sequences. | Takashi Katoh, Hiroki Arimura, Kouichi Hirata |
| 2009 | On Pairwise Kernels: An Efficient Alternative and Generalization Analysis. | Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi, Koji Tsuda |
| 2009 | An Efficient Approximate Protocol for Privacy-Preserving Association Rule Mining. | Murat Kantarcioglu, Robert Nix, Jaideep Vaidya |
| 2009 | Information Extraction from Thai Text with Unknown Phrase Boundaries. | Peerasak Intarapaiboon, Ekawit Nantajeewarawat, Thanaruk Theeramunkong |
| 2009 | Clustering Documents Using a Wikipedia-Based Concept Representation. | Anna-Lan Huang, David N. Milne, Eibe Frank, Ian H. Witten |
| 2009 | An Empirical Study of Applying Ensembles of Heterogeneous Classifiers on Imperfect Data. | Kuo-Wei Hsu, Jaideep Srivastava |
| 2009 | Diversity in Combinations of Heterogeneous Classifiers. | Kuo-Wei Hsu, Jaideep Srivastava |
| 2009 | A Data Driven Ensemble Classifier for Credit Scoring Analysis. | Nan-Chen Hsieh, Lun-Ping Hung, Chia-Ling Ho |
| 2009 | CBDT: A Concept Based Approach to Data Stream Mining. | Stefan Hoeglinger, Russel Pears, Yun Sing Koh |
| 2009 | Item Preference Parameters from Grouped Ranking Observations. | Hideitsu Hino, Yu Fujimoto, Noboru Murata |
| 2009 | Trace Mining from Distributed Assembly Databases for Causal Analysis. | Shohei Hido, Hirofumi Matsuzawa, Fumihiko Kitayama, Masayuki Numao |
| 2009 | Efficient Privacy-Preserving Link Discovery. | Xiaoyun He, Jaideep Vaidya, Basit Shafiq, Nabil R. Adam, Evimaria Terzi, Tyrone Grandison |
| 2009 | Emotion Recognition of Pop Music Based on Maximum Entropy with Priors. | Hui He, Bo Chen, Jun Guo |
| 2009 | Dynamic Exponential Family Matrix Factorization. | Kohei Hayashi, Junichiro Hirayama, Shin Ishii |
| 2009 | Clustering with Lower Bound on Similarity. | Mohammad Al Hasan, Saeed Salem, Benjarath Pupacdi, Mohammed J. Zaki |