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Haixun Wang

Papers on DiSC'06


A Native Extension of SQL for Mining Data Streams

Compact reachability labeling for graph-structured data

Online Mining of Data Streams: Applications, Techniques and Progress

On the sequencing of tree structures for XML indexing

Effeciently Mining Frequent Closed Partial Orders

On Reducing Classifier Granularity in Mining Concept-Drifting Data Streams

Loadstar: Load Shedding in Data Stream Mining

Publications


Note: Links lead to the DBLP on the Web.

Haixun Wang

Jiefeng Cheng , Jeffrey Xu Yu , Xuemin Lin , Haixun Wang, Philip S. Yu : Fast Computation of Reachability Labeling for Large Graphs. EDBT 2006 : 961-979

Haixun Wang, Hao He , Jun Yang , Philip S. Yu , Jeffrey Xu Yu : Dual Labeling: Answering Graph Reachability Queries in Constant Time. ICDE 2006 : 75

Hao He , Haixun Wang, Jun Yang , Philip S. Yu : Compact reachability labeling for graph-structured data. CIKM 2005 : 594-601

Haixun Wang, Wei Wang : Stay Current and Relevant in Data Mining Research. DASFAA 2005 : 239

Haixun Wang, Jian Pei , Philip S. Yu : Online Mining of Data Streams: Applications, Techniques and Progress. ICDE 2005 : 1146

Haixun Wang, Xiaofeng Meng : On the Sequencing of Tree Structures for XML Indexing. ICDE 2005 : 372-383

Peng Wang , Haixun Wang, Xiaochen Wu , Wei Wang , Baile Shi : On Reducing Classifier Granularity in Mining Concept-Drifting Data Streams. ICDM 2005 : 474-481

Jian Pei , Jian Liu , Haixun Wang, Ke Wang , Philip S. Yu , Jianyong Wang : Efficiently Mining Frequent Closed Partial Orders. ICDM 2005 : 753-756

Haixun Wang, Jian Pei , Philip S. Yu : Pattern-based similarity search for microarray data. KDD 2005 : 814-819

Haixun Wang, Jian Pei : A Random Method for Quantifying Changing Distributions in Data Streams. PKDD 2005 : 684-691

Yun Chi , Philip S. Yu , Haixun Wang, Richard R. Muntz : Loadstar: A Load Shedding Scheme for Classifying Data Streams. SDM 2005

Haixun Wang, Chang-Shing Perng , Philip S. Yu : Near-Neighbor Search in Pattern Distance Spaces. SDM 2005

Chang Luo , Hetal Thakkar , Haixun Wang, Carlo Zaniolo : A native extension of SQL for mining data streams. SIGMOD Conference 2005 : 873-875

Yun Chi , Haixun Wang, Philip S. Yu : Loadstar: Load Shedding in Data Stream Mining. VLDB 2005 : 1303-1305

Haixun Wang, Philip S. Yu , Jiawei Han : Mining Data Streams. The Data Mining and Knowledge Discovery Handbook 2005 : 777-792

Jiong Yang , Haixun Wang, Wei Wang , Philip S. Yu : An Improved Biclustering Method for Analyzing Gene Expression Profiles. International Journal on Artificial Intelligence Tools 14 (5): 771-790 (2005)

Haixun Wang, Chang-Shing Perng , Sheng Ma , Philip S. Yu : Demand-driven frequent itemset mining using pattern structures. Knowl. Inf. Syst. 8 (1): 82-102 (2005)

Wei Fan , Philip S. Yu , Haixun Wang: Mining Extremely Skewed Trading Anomalies. EDBT 2004 : 801-810

Yun Chi , Haixun Wang, Philip S. Yu , Richard R. Muntz : Moment: Maintaining Closed Frequent Itemsets over a Stream Sliding Window. ICDM 2004 : 59-66

Wei Fan , Yi-an Huang , Haixun Wang, Philip S. Yu : Active Mining of Data Streams. SDM 2004

Xiaofeng Meng , Yu Jiang , Yan Chen , Haixun Wang: XSeq: An Index Infrastructure for Tree Pattern Queries. SIGMOD Conference 2004 : 941-942

Haixun Wang, Fang Chu , Wei Fan , Philip S. Yu , Jian Pei : A Fast Algorithm for Subspace Clustering by Pattern Similarity. SSDBM 2004 : 51-

Yan-Nei Law , Haixun Wang, Carlo Zaniolo : Query Languages and Data Models for Database Sequences and Data Streams. VLDB 2004 : 492-503

Yu Wang , Haixun Wang, Xiaofeng Meng , Shan Wang : Estimating the Selectivity of XML Path Expression with Predicates by Histograms. WAIM 2004 : 409-418

Jiong Yang , Haixun Wang, Wei Wang , Philip S. Yu : Enhanced Biclustering on Expression Data. BIBE 2003 : 321-327

Haixun Wang, Chang-Shing Perng , Wei Fan , Sanghyun Park , Philip S. Yu : Indexing Weighted-Sequences in Large Databases. ICDE 2003 : 63-74

Jian Pei , Xiaoling Zhang , Moonjung Cho , Haixun Wang, Philip S. Yu : MaPle: A Fast Algorithm for Maximal Pattern-based Clustering. ICDM 2003 : 259-266

Wei Fan , Haixun Wang, Philip S. Yu , Sheng Ma : Is random model better? On its accuracy and efficiency. ICDM 2003 : 51-58

Wei Fan , Haixun Wang, Philip S. Yu , Shaw-hwa Lo : Inductive Learning in Less Than One Sequential Data Scan. IJCAI 2003 : 595-600

Haixun Wang, Wei Fan , Philip S. Yu , Jiawei Han : Mining concept-drifting data streams using ensemble classifiers. KDD 2003 : 226-235

Haixun Wang, Carlo Zaniolo : ATLaS: A Native Extension of SQL for Data Mining. SDM 2003

Carlo Zaniolo , Chang Luo , Y. Law , Haixun Wang: Incompleteness of Database Languages for Data Streams and Data Mining: the Problem and the Cure. SEBD 2003 : 5-20

Haixun Wang, Sanghyun Park , Wei Fan , Philip S. Yu : ViST: A Dynamic Index Method for Querying XML Data by Tree Structures. SIGMOD Conference 2003 : 110-121

Haixun Wang, Carlo Zaniolo , Chang Luo : ATLAS: A Small but Complete SQL Extension for Data Mining and Data Streams. VLDB 2003 : 1113-1116

Zhiyuan Chen , Li Chen , Jian Pei , Yufei Tao , Haixun Wang, Wei Wang , Jiong Yang , Jun Yang , Donghui Zhang : Recent Progress on Selected Topics in Database Research - A Report by Nine Young Chinese Researchers Working in the United States. J. Comput. Sci. Technol. 18 (5): 538-552 (2003)

Faiz Arni , KayLiang Ong , Shalom Tsur , Haixun Wang, Carlo Zaniolo : The Deductive Database System LDL++. TPLP 3 (1): 61-94 (2003)

Wei Fan , Fang Chu , Haixun Wang, Philip S. Yu : Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles. AAAI/IAAI 2002 : 146-151

Haixun Wang, Chang-Shing Perng , Wei Fan , Philip S. Yu : An Index Structure for Pattern Similarity Searching in DNA Microarray Dat. CSB 2002 : 256-267

Haixun Wang, Carlo Zaniolo : Extending SQL for Decision Support Applications. DMDW 2002 : 1-2

Wei Fan , Haixun Wang, Philip S. Yu , Salvatore J. Stolfo : A Fully Distributed Framework for Cost-Sensitive Data Mining. ICDCS 2002 : 445-446

Haixun Wang, Carlo Zaniolo : The ATLaS System and Its Powerful Database Language Based on Simple Extensions of SQL. ICDE 2002 : 280-281

Jiong Yang , Wei Wang , Haixun Wang, Philip S. Yu : d-Clusters: Capturing Subspace Correlation in a Large Data Set. ICDE 2002 : 517-528

Wei Fan , Haixun Wang, Philip S. Yu , Shaw-hwa Lo , Salvatore J. Stolfo : Progressive Modeling. ICDM 2002 : 163-170

Naoki Abe , Edwin P. D. Pednault , Haixun Wang, Bianca Zadrozny , Wei Fan , Chidanand Apté : Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing. ICDM 2002 : 3-10

Chang-Shing Perng , Haixun Wang, Sheng Ma , Joseph L. Hellerstein : User-directed Exploration of Mining Space with Multiple Attributes. ICDM 2002 : 394-401

Haixun Wang, Chang-Shing Perng , Sheng Ma , Philip S. Yu : Mining Associations by Pattern Structure in Large Relational Tables. ICDM 2002 : 482-489

Wei Fan , Haixun Wang, Philip S. Yu , Salvatore J. Stolfo : A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits. SDM 2002

Haixun Wang, Wei Wang , Jiong Yang , Philip S. Yu : Clustering by pattern similarity in large data sets. SIGMOD Conference 2002 : 394-405

Faiz Arni , KayLiang Ong , Shalom Tsur , Haixun Wang, Carlo Zaniolo : The Deductive Database System LDL++ CoRR cs.DB/0202001 : (2002)

Chang-Shing Perng , Haixun Wang, Sheng Ma , Joseph L. Hellerstein : Discovery in multi-attribute data with user-defined constraints. SIGKDD Explorations 4 (1): 56-64 (2002)

Chang-Shing Perng , Haixun Wang, Sheng Ma , Joseph L. Hellerstein : FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. ICDM 2001 : 449-456

Haixun Wang, Philip S. Yu : SSDT: A Scalable Subspace-Splitting Classifier for Biased Data. ICDM 2001 : 542-549

Haixun Wang, Chang-Shing Perng : The S 2 -Tree : An Index Structure for Subsequence Matching of Spatial Objects. PAKDD 2001 : 312-323

Haixun Wang, Carlo Zaniolo : Database System Extensions for Decision Support: the AXL Approach. ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 2000 : 11-20

Haixun Wang, Carlo Zaniolo : User Defined Aggregates in Object-Relational Systems. ICDE 2000 : 135-144

Chang-Shing Perng , Haixun Wang, Sylvia R. Zhang , Douglas Stott Parker Jr. : Landmarks: a New Model for Similarity-based Pattern Querying in Time Series Databases. ICDE 2000 : 33-42

Haixun Wang, Carlo Zaniolo : CMP: A Fast Decision Tree Classifier Using Multivariate Predictions. ICDE 2000 : 449-460

Haixun Wang, Carlo Zaniolo : Using SQL to Build New Aggregates and Extenders for Object- Relational Systems. VLDB 2000 : 166-175

Haixun Wang, Carlo Zaniolo : User-Defined Aggregates for Datamining. 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999

Haixun Wang, Carlo Zaniolo : User-Defined Aggregates in Database Languages. DBPL 1999 : 43-60

Haixun Wang, Carlo Zaniolo : User Defined Aggregates for Logical Data Languages. DDLP 1998 : 85-97

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