| 2010 |
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| 15 | Efficient Algorithm for Localized Support Vector Machine. Haibin Cheng, Pang-Ning Tan, Rong Jin. IEEE Trans. Knowl. Data Eng. (22): 537-549 (2010). Web SearchBibTeXDownload |
| 14 | Personalized click prediction in sponsored search. Haibin Cheng, Erick Cantú-Paz. WSDM 2010, 351-360. Web SearchBibTeXDownload |
| 2009 |
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| 13 | Detection and Characterization of Anomalies in Multivariate Time Series. Haibin Cheng, Pang-Ning Tan, Christopher Potter, Steven A. Klooster. SDM 2009, 413-424. Web SearchBibTeXDownload |
| 2008 |
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| 12 | Data mining for visual exploration and detection of ecosystem disturbances. Haibin Cheng, Pang-Ning Tan, Christopher Potter, Steven A. Klooster. GIS 2008, 60. Web SearchBibTeXDownload |
| 11 | Exploiting Local and Global Invariants for the Management of Large Scale Information Systems. Haifeng Chen, Haibin Cheng, Guofei Jiang, Kenji Yoshihira. ICDM 2008, 113-122. Web SearchBibTeXDownload |
| 10 | Maximum Margin Active Learning for Sequence Labeling with Different Length. Haibin Cheng, Ruofei Zhang, Yefei Peng, Jianchang Mao, Pang-Ning Tan. ICDM 2008, 345-359. Web SearchBibTeXDownload |
| 9 | A Robust Graph-Based Algorithm for Detection and Characterization of Anomalies in Noisy Multivariate Time Series. Haibin Cheng, Pang-Ning Tan, Christopher Potter, Steven A. Klooster. ICDM Workshops 2008, 349-358. Web SearchBibTeXDownload |
| 8 | Semi-supervised learning with data calibration for long-term time series forecasting. Haibin Cheng, Pang-Ning Tan. KDD 2008, 133-141. Web SearchBibTeXDownload |
| 2007 |
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| 7 | Recommendation via Query Centered Random Walk on K-Partite Graph. Haibin Cheng, Pang-Ning Tan, Jon Sticklen, William F. Punch. ICDM 2007, 457-462. Web SearchBibTeXDownload |
| 6 | Nonlinear Feature Selection by Relevance Feature Vector Machine. Haibin Cheng, Haifeng Chen, Guofei Jiang, Kenji Yoshihira. MLDM 2007, 144-159. Web SearchBibTeXDownload |
| 5 | Localized Support Vector Machine and Its Efficient Algorithm. Haibin Cheng, Pang-Ning Tan, Rong Jin. SDM 2007. Web SearchBibTeXDownload |
| 2006 |
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| 4 | Multistep-Ahead Time Series Prediction. Haibin Cheng, Pang-Ning Tan, Jing Gao, Jerry Scripps. PAKDD 2006, 765-774. Web SearchBibTeXDownload |
| 3 | Semi-supervised outlier detection. Jing Gao, Haibin Cheng, Pang-Ning Tan. SAC 2006, 635-636. Web SearchBibTeXDownload |
| 2 | A Novel Framework for Incorporating Labeled Examples into Anomaly Detection. Jing Gao, Haibin Cheng, Pang-Ning Tan. SDM 2006. Web SearchBibTeXDownload |
| 1 | Semi-Supervised Clustering with Partial Background Information. Jing Gao, Pang-Ning Tan, Haibin Cheng. SDM 2006. Web SearchBibTeXDownload |
