| 2012 |
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| 68 | A framework for joint community detection across multiple related networks. Prakash Mandayam Comar, Pang-Ning Tan, Anil K. Jain. Neurocomputing (76): 93-104 (2012). Web SearchBibTeXDownload |
| 2011 |
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| 67 | Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Climate Modeling. Zubin Abraham, Pang-Ning Tan, Fan Xin. CIDU 2011, 92-106. Web SearchBibTeXDownload |
| 66 | LinkBoost: A Novel Cost-Sensitive Boosting Framework for Community-Level Network Link Prediction. Prakash Mandayam Comar, Pang-Ning Tan, Anil K. Jain. ICDM 2011, 131-140. Web SearchBibTeXDownload |
| 65 | Detecting bots via incremental LS-SVM learning with dynamic feature adaptation. Feilong Chen, Supranamaya Ranjan, Pang-Ning Tan. KDD 2011, 386-394. Web SearchBibTeXDownload |
| 64 | On ontology-driven document clustering using core semantic features. Samah Jamal Fodeh, William F. Punch, Pang-Ning Tan. Knowl. Inf. Syst. (28): 395-421 (2011). Web SearchBibTeXDownload |
| 2010 |
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| 63 | Clustering Social Networks Using Distance-Preserving Subgraphs. Ronald Nussbaum, Abdol-Hossein Esfahanian, Pang-Ning Tan. ASONAM 2010, 380-385. Web SearchBibTeXDownload |
| 62 | Multi task learning on multiple related networks. Prakash Mandayam Comar, Pang-Ning Tan, Anil Kumar Jain. CIKM 2010, 1737-1740. Web SearchBibTeXDownload |
| 61 | 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 |
| 60 | An Integrated Framework for Simultaneous Classification and Regression of Time-Series Data. Zubin Abraham, Pang-Ning Tan. SDM 2010, 653-664. Web SearchBibTeXDownload |
| 59 | Constrained overlapping clusters: minimizing the negative effects of bridge-nodes. Jerry Scripps, Pang-Ning Tan. Statistical Analysis and Data Mining (3): 20-37 (2010). Web SearchBibTeXDownload |
| 58 | Identifying Cohesive Subgroups and Their Correspondences in Multiple Related Networks. Prakash Mandayam Comar, Pang-Ning Tan, Anil Kumar Jain. Web Intelligence 2010, 476-483. Web SearchBibTeXDownload |
| 57 | A Framework for Co-classification of Articles and Users in Wikipedia. Lei Liu, Pang-Ning Tan. Web Intelligence 2010, 212-215. Web SearchBibTeXDownload |
| 2009 |
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| 56 | A Matrix Alignment Approach for Collective Classification. Jerry Scripps, Pang-Ning Tan, Feilong Chen, Abdol-Hossein Esfahanian. ASONAM 2009, 155-159. Web SearchBibTeXDownload |
| 55 | History-Based Email Prioritization. Ronald Nussbaum, Abdol-Hossein Esfahanian, Pang-Ning Tan. ASONAM 2009, 364-365. Web SearchBibTeXDownload |
| 54 | A co-classification framework for detecting web spam and spammers in social media web sites. Feilong Chen, Pang-Ning Tan, Anil K. Jain. CIKM 2009, 1807-1810. Web SearchBibTeXDownload |
| 53 | Neural Networks. Michael I. Jordan, Christopher M. Bishop. Encyclopedia of Database Systems 2009, 1906-1909. Web SearchBibTeXDownload |
| 52 | Receiver Operating Characteristic. Pang-Ning Tan. Encyclopedia of Database Systems 2009, 2349-2352. Web SearchBibTeXDownload |
| 51 | Pattern Preserving Clustering. Hui Xiong, Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Wenjun Zhou. Encyclopedia of Data Warehousing and Mining 2009, 1505-1510. Web SearchBibTeXDownload |
| 50 | A Semi-supervised Framework for Simultaneous Classification and Regression of Zero-Inflated Time Series Data with Application to Precipitation Prediction. Zubin Abraham, Pang-Ning Tan. ICDM Workshops 2009, 644-649. Web SearchBibTeXDownload |
| 49 | Measuring the effects of preprocessing decisions and network forces in dynamic network analysis. Jerry Scripps, Pang-Ning Tan, Abdol-Hossein Esfahanian. KDD 2009, 747-756. Web SearchBibTeXDownload |
| 48 | Combining statistics and semantics via ensemble model for document clustering. Samah Jamal Fodeh, William F. Punch, Pang-Ning Tan. SAC 2009, 1446-1450. Web SearchBibTeXDownload |
| 47 | 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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| 46 | 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 |
| 45 | 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 |
| 44 | 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 |
| 43 | A matrix alignment approach for link prediction. Jerry Scripps, Pang-Ning Tan, Feilong Chen, Abdol-Hossein Esfahanian. ICPR 2008, 1-4. Web SearchBibTeXDownload |
| 42 | Outrank: a Graph-Based Outlier Detection Framework Using Random Walk. H. D. K. Moonesinghe, Pang-Ning Tan. International Journal on Artificial Intelligence Tools (17): 19-36 (2008). Web SearchBibTeXDownload |
| 41 | Semi-supervised learning with data calibration for long-term time series forecasting. Haibin Cheng, Pang-Ning Tan. KDD 2008, 133-141. Web SearchBibTeXDownload |
| 40 | Link Mining for a Social Bookmarking Web Site. Feilong Chen, Jerry Scripps, Pang-Ning Tan. Web Intelligence 2008, 169-175. Web SearchBibTeXDownload |
| 2007 |
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| 39 | A Prototype-driven Framework for Change Detection in Data Stream Classification. Hamed Valizadegan, Pang-Ning Tan. CIDM 2007, 88-95. Web SearchBibTeXDownload |
| 38 | Exploration of Link Structure and Community-Based Node Roles in Network Analysis. Jerry Scripps, Pang-Ning Tan, Abdol-Hossein Esfahanian. ICDM 2007, 649-654. Web SearchBibTeXDownload |
| 37 | 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 |
| 36 | A Probabilistic Substructure-Based Approach for Graph Classification. H. D. K. Moonesinghe, Hamed Valizadegan, Samah Jamal Fodeh, Pang-Ning Tan. ICTAI (1) 2007, 346-349. Web SearchBibTeXDownload |
| 35 | Incorporating Background Knowledge for Subjective Rule Evaluation. Samah Jamal Fodeh, Pang-Ning Tan. ICTAI (2) 2007, 148-155. Web SearchBibTeXDownload |
| 34 | Localized Support Vector Machine and Its Efficient Algorithm. Haibin Cheng, Pang-Ning Tan, Rong Jin. SDM 2007. Web SearchBibTeXDownload |
| 33 | Kernel Based Detection of Mislabeled Training Examples. Hamed Valizadegan, Pang-Ning Tan. SDM 2007. Web SearchBibTeXDownload |
| 2006 |
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| 32 | Hyperclique pattern discovery. Hui Xiong, Pang-Ning Tan, Vipin Kumar. Data Min. Knowl. Discov. (13): 219-242 (2006). Cited by 45Web SearchBibTeXDownload |
| 31 | Frequent Closed Itemset Mining Using Prefix Graphs with an Efficient Flow-Based Pruning Strategy. H. D. K. Moonesinghe, Samah Jamal Fodeh, Pang-Ning Tan. ICDM 2006, 426-435. Web SearchBibTeXDownload |
| 30 | Converting Output Scores from Outlier Detection Algorithms into Probability Estimates. Jing Gao, Pang-Ning Tan. ICDM 2006, 212-221. Web SearchBibTeXDownload |
| 29 | Adaptively Routing P2P Queries Using Association Analysis. Brian D. Connelly, Christopher W. Bowron, Li Xiao, Pang-Ning Tan, Chen Wang. ICPP 2006, 281-288. Web SearchBibTeXDownload |
| 28 | Outlier Detection Using Random Walks. H. D. K. Moonesinghe, Pang-Ning Tan. ICTAI 2006, 532-539. Web SearchBibTeXDownload |
| 27 | TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases. Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar. IEEE Trans. Knowl. Data Eng. (18): 493-508 (2006). Cited by 11Web SearchBibTeXDownload |
| 26 | Local Detection of Selfish Routing Behavior in Ad Hoc Networks. Bo Wang, Sohraab Soltani, Jonathan K. Shapiro, Pang-Ning Tan. Journal of Interconnection Networks (7): 133-146 (2006). Web SearchBibTeXDownload |
| 25 | Multistep-Ahead Time Series Prediction. Haibin Cheng, Pang-Ning Tan, Jing Gao, Jerry Scripps. PAKDD 2006, 765-774. Web SearchBibTeXDownload |
| 24 | Semi-supervised outlier detection. Jing Gao, Haibin Cheng, Pang-Ning Tan. SAC 2006, 635-636. Web SearchBibTeXDownload |
| 23 | Semi-Supervised Clustering with Partial Background Information. Jing Gao, Pang-Ning Tan, Haibin Cheng. SDM 2006. Web SearchBibTeXDownload |
| 22 | Clustering in the Presence of Bridge-Nodes. Jerry Scripps, Pang-Ning Tan. SDM 2006. Web SearchBibTeXDownload |
| 21 | A Novel Framework for Incorporating Labeled Examples into Anomaly Detection. Jing Gao, Haibin Cheng, Pang-Ning Tan. SDM 2006. Web SearchBibTeXDownload |
| 2005 |
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| 20 | Local Detection of Selfish Routing Behavior in Ad Hoc Networks. Bo Wang, Sohraab Soltani, Jonathan K. Shapiro, Pang-Ning Tan. ISPAN 2005, 392-399. Web SearchBibTeXDownload |
| 19 | An Incremental Data Stream Clustering Algorithm Based on Dense Units Detection. Jing Gao, Jianzhong Li, Zhaogong Zhang, Pang-Ning Tan. PAKDD 2005, 420-425. Web SearchBibTeXDownload |
| 2004 |
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| 18 | Mining interesting contrast rules for a web-based educational system. Behrouz Minaei-Bidgoli, Pang-Ning Tan, William F. Punch. ICMLA 2004, 320-327. Web SearchBibTeXDownload |
| 17 | Selecting the right objective measure for association analysis. Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava. Inf. Syst. (29): 293-313 (2004). Cited by 111Web SearchBibTeXDownload |
| 16 | Generalizing the notion of support. Michael Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar. KDD 2004, 689-694. Cited by 32Web SearchBibTeXDownload |
| 15 | Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs. Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar. KDD 2004, 334-343. Web SearchBibTeXDownload |
| 14 | Support envelopes: a technique for exploring the structure of association patterns. Michael Steinbach, Pang-Ning Tan, Vipin Kumar. KDD 2004, 296-305. Cited by 20Web SearchBibTeXDownload |
| 13 | Ordering patterns by combining opinions from multiple sources. Pang-Ning Tan, Rong Jin. KDD 2004, 695-700. Web SearchBibTeXDownload |
| 12 | HICAP: Hierarchical Clustering with Pattern Preservation. Hui Xiong, Michael Steinbach, Pang-Ning Tan, Vipin Kumar. SDM 2004. Cited by 26Web SearchBibTeXDownload |
| 11 | RBA: An Integrated Framework for Regression based on Association Rules. Aysel Ozgur, Pang-Ning Tan, Vipin Kumar. SDM 2004. Cited by 6Web SearchBibTeXDownload |
| 2003 |
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| 10 | Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution. Hui Xiong, Pang-Ning Tan, Vipin Kumar. ICDM 2003, 387-394. Cited by 99Web SearchBibTeXDownload |
| 9 | Discovery of climate indices using clustering. Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Steven A. Klooster, Christopher Potter. KDD 2003, 446-455. Cited by 33Web SearchBibTeXDownload |
| 2002 |
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| 8 | Discovery of Web Robot Sessions Based on their Navigational Patterns. Pang-Ning Tan, Vipin Kumar. Data Min. Knowl. Discov. (6): 9-35 (2002). Cited by 122Web SearchBibTeXDownload |
| 7 | Selecting the right interestingness measure for association patterns. Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava. KDD 2002, 32-41. Cited by 402Web SearchBibTeXDownload |
| 6 | High Performance Data Mining. Vipin Kumar, Jaideep Srivastava, Eui-Hong Han, Pang-Ning Tan, Michael Steinbach. VECPAR 2002, 111-125. Cited by 9Web SearchBibTeXDownload |
| 2001 |
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| 5 | Mining Indirect Associations in Web Data. Pang-Ning Tan, Vipin Kumar. WEBKDD 2001, 145-166. Cited by 28Web SearchBibTeXDownload |
| 2000 |
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| 4 | Textual data mining of service center call records. Pang-Ning Tan, Hannah Blau, Steven A. Harp, Robert P. Goldman. KDD 2000, 417-423. Web SearchBibTeXDownload |
| 3 | Indirect Association: Mining Higher Order Dependencies in Data. Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava. PKDD 2000, 632-637. Cited by 36Web SearchBibTeXDownload |
| 2 | Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data. Jaideep Srivastava, Robert Cooley, Mukund Deshpande, Pang-Ning Tan. SIGKDD Explorations (1): 12-23 (2000). Web SearchBibTeXDownload |
| 1999 |
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| 1 | Discovery of Interesting Usage Patterns from Web Data. Robert Cooley, Pang-Ning Tan, Jaideep Srivastava. WEBKDD 1999, 163-182. Web SearchBibTeXDownload |
