Publications

 [Selected Publications / Publications by Topic / Publications by Year]

  1. Suppressing Model Overfitting in Mining Concept-Drifting Data Streams, by Haixun Wang, Jian Yin, Jian Pei, Philip S. Yu, and Jeffrey X. Yu, in the 12th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Aug. 2006, Philadelphia, USA.

  2. Finding Global Icebergs over Distributed Data Sets, by Qi Zhao, Mitsunori Ogihara, Haixun Wang, and Jun Xu, in the 25th ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems (PODS), June, 2006, Chicago.

  3. Fast Computation of Reachability Labeling for Large Graphs, by Jeffrey Xu Yu, Jiefeng Cheng, Xuemin Lin, Haixun Wang, Philip Yu, in the 10th International Conference on Extending Database Technology (EDBT), Mar, 2006, Munich, Germany.

  4. Dual Labeling: Answering Graph Reachability Queries in Constant Time, by Haixun Wang, Hao He, Jun Yang, Philip Yu, and Jeffrey Xu Yu, in the 21st International Conference on Data Engineering (ICDE), April, 2006, Atlanta, USA.

  5. On the Sequencing of Tree Structures for XML Indexing, by Haixun Wang and Xiaofeng Meng, in the 21st International Conference on Data Engineering (ICDE), April, 2005, Tokyo, Japan.

  6. Query Languages and Data Models for Database Sequences and Data Streams, by Yan-Nei Law, Haixun Wang, Carlo Zaniolo: in the 30th International Conference on Very Large Data Bases (VLDB), Sept 2004, Toronto, Canada.

  7. ViST: A Dynamic Index Method for Querying XML Data by Tree Structures, by Haixun Wang, Sanghyun Park, Wei Fan, Philip S Yu, in the ACM International Conference on Management of Data (SIGMOD), June 2003, San Diego, California, USA. (Software Demo)

  8. Mining Concept-Drifting Data Streams using Ensemble Classifiers, by Haixun Wang, Wei Fan, Philip S Yu and Jiawei Han, in the 9th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Aug. 2003, Washington DC, USA.

  9. Indexing Weighted Sequences in Large Databases, PPT Slides, Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S Yu, in IEEE International Conference on Data Engineering (ICDE) 2003, Bangalore, India.

  10. Clustering by Pattern Similarity in Large Data Sets, by Haixun Wang, Wei Wang, Jiong Yang, and Philip S. Yu, in the ACM International Conference on Management of Data (SIGMOD), June 2002, Madison, Wisconsin, USA. (Software Demo)

  11. Delta-Cluster: Capturing Subspace Correlation in a Large Data Set, by Jiong Yang, Wei Wang, Haixun Wang, and Philip S. Yu, in the 18th International Conference on Data Engineering (ICDE'2002), San Jose, USA, 2002.

  12. Sequential Cost-Sensitive Decision Making with Reinforcement Learning (full paper), by Edwin Pednault, Wei Fan, Haixun Wang, Naoki Abe, Bianca Zadrozny, Chidanand Apte, in the 8th ACM SIGKDD International Conference on Data Mining, July, 2002, Edmonton, Canada.

  13. Using SQL to Build New Aggregates and Extenders for Object-Relational Systems, Haixun Wang and Carlo Zaniolo, in Proc. 26th Intl. Conf. on Very Large Databases (VLDB), Cairo, Egypt, Sept. 2000.

  14. CMP: A Fast Decision Tree Classifier Using Multivariate Predictions, by Haixun Wang and Carlo Zaniolo, in the 16th International Conference on Data Engineering (ICDE'2000), San Diego, USA, 2000.

  15. User Defined Aggregates in Object-Relational Systems, by Haixun Wang and Carlo Zaniolo, in the 16th International Conference on Data Engineering (ICDE'2000), San Diego, USA, 2000.

  16. Landmarks: a New Model for Similarity-based Pattern Querying in Time Series Databases, by Chang-Shing Perng, Haixun Wang, Sylvia R. Zhang and D. Stott Parker, in the 16th International Conference on Data Engineering (ICDE'2000), San Diego, USA, 2000.