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Haixun Wang: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Haixun Wang, Carlo Zaniolo
    User-Defined Aggregates in Database Languages. [Citation Graph (1, 0)][DBLP]
    DBPL, 1999, pp:43-60 [Conf]
  2. Haixun Wang, Carlo Zaniolo
    User-Defined Aggregates for Datamining. [Citation Graph (1, 0)][DBLP]
    1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 1999, pp:- [Conf]
  3. 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. [Citation Graph (1, 0)][DBLP]
    ICDE, 2000, pp:33-42 [Conf]
  4. Haixun Wang, Carlo Zaniolo
    User Defined Aggregates in Object-Relational Systems. [Citation Graph (1, 0)][DBLP]
    ICDE, 2000, pp:135-144 [Conf]
  5. Wei Fan, Fang Chu, Haixun Wang, Philip S. Yu
    Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:146-151 [Conf]
  6. Jiong Yang, Haixun Wang, Wei Wang, Philip S. Yu
    Enhanced Biclustering on Expression Data. [Citation Graph (0, 0)][DBLP]
    BIBE, 2003, pp:321-327 [Conf]
  7. Hao He, Haixun Wang, Jun Yang, Philip S. Yu
    Compact reachability labeling for graph-structured data. [Citation Graph (0, 0)][DBLP]
    CIKM, 2005, pp:594-601 [Conf]
  8. Yijian Bai, Hetal Thakkar, Haixun Wang, Chang Luo, Carlo Zaniolo
    A data stream language and system designed for power and extensibility. [Citation Graph (0, 0)][DBLP]
    CIKM, 2006, pp:337-346 [Conf]
  9. Haixun Wang, Chang-Shing Perng, Wei Fan, Philip S. Yu
    An Index Structure for Pattern Similarity Searching in DNA Microarray Dat. [Citation Graph (0, 0)][DBLP]
    CSB, 2002, pp:256-267 [Conf]
  10. Haixun Wang, Wei Wang
    Stay Current and Relevant in Data Mining Research. [Citation Graph (0, 0)][DBLP]
    DASFAA, 2005, pp:239- [Conf]
  11. Haixun Wang, Carlo Zaniolo
    User Defined Aggregates for Logical Data Languages. [Citation Graph (0, 0)][DBLP]
    DDLP, 1998, pp:85-97 [Conf]
  12. Haixun Wang, Carlo Zaniolo
    Extending SQL for Decision Support Applications. [Citation Graph (0, 0)][DBLP]
    DMDW, 2002, pp:1-2 [Conf]
  13. Haixun Wang, Carlo Zaniolo
    Database System Extensions for Decision Support: the AXL Approach. [Citation Graph (0, 0)][DBLP]
    ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2000, pp:11-20 [Conf]
  14. Jiefeng Cheng, Jeffrey Xu Yu, Xuemin Lin, Haixun Wang, Philip S. Yu
    Fast Computation of Reachability Labeling for Large Graphs. [Citation Graph (0, 0)][DBLP]
    EDBT, 2006, pp:961-979 [Conf]
  15. Wei Fan, Philip S. Yu, Haixun Wang
    Mining Extremely Skewed Trading Anomalies. [Citation Graph (0, 0)][DBLP]
    EDBT, 2004, pp:801-810 [Conf]
  16. Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo
    A Fully Distributed Framework for Cost-Sensitive Data Mining. [Citation Graph (0, 0)][DBLP]
    ICDCS, 2002, pp:445-446 [Conf]
  17. Haixun Wang, Hao He, Jun Yang, Philip S. Yu, Jeffrey Xu Yu
    Dual Labeling: Answering Graph Reachability Queries in Constant Time. [Citation Graph (0, 0)][DBLP]
    ICDE, 2006, pp:75- [Conf]
  18. Haixun Wang, Xiaofeng Meng
    On the Sequencing of Tree Structures for XML Indexing. [Citation Graph (0, 0)][DBLP]
    ICDE, 2005, pp:372-383 [Conf]
  19. Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu
    Indexing Weighted-Sequences in Large Databases. [Citation Graph (0, 0)][DBLP]
    ICDE, 2003, pp:63-74 [Conf]
  20. Haixun Wang, Jian Pei, Philip S. Yu
    Online Mining of Data Streams: Applications, Techniques and Progress. [Citation Graph (0, 0)][DBLP]
    ICDE, 2005, pp:1146- [Conf]
  21. Haixun Wang, Carlo Zaniolo
    CMP: A Fast Decision Tree Classifier Using Multivariate Predictions. [Citation Graph (0, 0)][DBLP]
    ICDE, 2000, pp:449-460 [Conf]
  22. Haixun Wang, Carlo Zaniolo
    The ATLaS System and Its Powerful Database Language Based on Simple Extensions of SQL. [Citation Graph (0, 0)][DBLP]
    ICDE, 2002, pp:280-281 [Conf]
  23. Jiong Yang, Wei Wang, Haixun Wang, Philip S. Yu
    delta-Clusters: Capturing Subspace Correlation in a Large Data Set. [Citation Graph (0, 0)][DBLP]
    ICDE, 2002, pp:517-528 [Conf]
  24. 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. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:3-10 [Conf]
  25. Yun Chi, Haixun Wang, Philip S. Yu, Richard R. Muntz
    Moment: Maintaining Closed Frequent Itemsets over a Stream Sliding Window. [Citation Graph (0, 0)][DBLP]
    ICDM, 2004, pp:59-66 [Conf]
  26. Wei Fan, Haixun Wang, Philip S. Yu, Shaw-hwa Lo, Salvatore J. Stolfo
    Progressive Modeling. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:163-170 [Conf]
  27. Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma
    Is random model better? On its accuracy and efficiency. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:51-58 [Conf]
  28. Jian Pei, Jian Liu, Haixun Wang, Ke Wang, Philip S. Yu, Jianyong Wang
    Efficiently Mining Frequent Closed Partial Orders. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:753-756 [Conf]
  29. Jian Pei, Xiaoling Zhang, Moonjung Cho, Haixun Wang, Philip S. Yu
    MaPle: A Fast Algorithm for Maximal Pattern-based Clustering. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:259-266 [Conf]
  30. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
    FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:449-456 [Conf]
  31. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
    User-directed Exploration of Mining Space with Multiple Attributes. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:394-401 [Conf]
  32. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu
    Mining Associations by Pattern Structure in Large Relational Tables. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:482-489 [Conf]
  33. Peng Wang, Haixun Wang, Xiaochen Wu, Wei Wang, Baile Shi
    On Reducing Classifier Granularity in Mining Concept-Drifting Data Streams. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:474-481 [Conf]
  34. Haixun Wang, Philip S. Yu
    SSDT: A Scalable Subspace-Splitting Classifier for Biased Data. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:542-549 [Conf]
  35. Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Haixun Wang, David W. Cheung, Huan Liu
    A Balanced Ensemble Approach to Weighting Classifiers for Text Classification. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:869-873 [Conf]
  36. Chang-Shing Perng, Haixun Wang, Sheng Ma
    Fast Relevance Discovery in Time Series. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:1016-1020 [Conf]
  37. Peng Wang, Haixun Wang, Wei Wang, Baile Shi, Philip S. Yu
    LOCI: Load Shedding through Class-Preserving Data Acquisition. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:701-710 [Conf]
  38. Wei Fan, Haixun Wang, Philip S. Yu, Shaw-hwa Lo
    Inductive Learning in Less Than One Sequential Data Scan. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:595-600 [Conf]
  39. Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han
    Mining concept-drifting data streams using ensemble classifiers. [Citation Graph (0, 0)][DBLP]
    KDD, 2003, pp:226-235 [Conf]
  40. Haixun Wang, Jian Pei, Philip S. Yu
    Pattern-based similarity search for microarray data. [Citation Graph (0, 0)][DBLP]
    KDD, 2005, pp:814-819 [Conf]
  41. Haixun Wang, Jian Yin, Jian Pei, Philip S. Yu, Jeffrey Xu Yu
    Suppressing model overfitting in mining concept-drifting data streams. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:736-741 [Conf]
  42. Haixun Wang, Chang-Shing Perng
    The S2-Tree : An Index Structure for Subsequence Matching of Spatial Objects. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2001, pp:312-323 [Conf]
  43. Haixun Wang, Jian Pei
    A Random Method for Quantifying Changing Distributions in Data Streams. [Citation Graph (0, 0)][DBLP]
    PKDD, 2005, pp:684-691 [Conf]
  44. Qi Zhao, Mitsunori Ogihara, Haixun Wang, Jun Xu
    Finding global icebergs over distributed data sets. [Citation Graph (0, 0)][DBLP]
    PODS, 2006, pp:298-307 [Conf]
  45. Wei Fan, Yi-an Huang, Haixun Wang, Philip S. Yu
    Active Mining of Data Streams. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  46. Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo
    A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits. [Citation Graph (0, 0)][DBLP]
    SDM, 2002, pp:- [Conf]
  47. Yun Chi, Philip S. Yu, Haixun Wang, Richard R. Muntz
    Loadstar: A Load Shedding Scheme for Classifying Data Streams. [Citation Graph (0, 0)][DBLP]
    SDM, 2005, pp:- [Conf]
  48. Haixun Wang, Chang-Shing Perng, Philip S. Yu
    Near-Neighbor Search in Pattern Distance Spaces. [Citation Graph (0, 0)][DBLP]
    SDM, 2005, pp:- [Conf]
  49. Haixun Wang, Carlo Zaniolo
    ATLaS: A Native Extension of SQL for Data Mining. [Citation Graph (0, 0)][DBLP]
    SDM, 2003, pp:- [Conf]
  50. Carlo Zaniolo, Chang Luo, Y. Law, Haixun Wang
    Incompleteness of Database Languages for Data Streams and Data Mining: the Problem and the Cure. [Citation Graph (0, 0)][DBLP]
    SEBD, 2003, pp:5-20 [Conf]
  51. Chang Luo, Hetal Thakkar, Haixun Wang, Carlo Zaniolo
    A native extension of SQL for mining data streams. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2005, pp:873-875 [Conf]
  52. Xiaofeng Meng, Yu Jiang, Yan Chen, Haixun Wang
    XSeq: An Index Infrastructure for Tree Pattern Queries. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2004, pp:941-942 [Conf]
  53. Haixun Wang, Sanghyun Park, Wei Fan, Philip S. Yu
    ViST: A Dynamic Index Method for Querying XML Data by Tree Structures. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2003, pp:110-121 [Conf]
  54. Haixun Wang, Wei Wang, Jiong Yang, Philip S. Yu
    Clustering by pattern similarity in large data sets. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2002, pp:394-405 [Conf]
  55. Haixun Wang, Fang Chu, Wei Fan, Philip S. Yu, Jian Pei
    A Fast Algorithm for Subspace Clustering by Pattern Similarity. [Citation Graph (0, 0)][DBLP]
    SSDBM, 2004, pp:51-0 [Conf]
  56. Yun Chi, Haixun Wang, Philip S. Yu
    Loadstar: Load Shedding in Data Stream Mining. [Citation Graph (0, 0)][DBLP]
    VLDB, 2005, pp:1303-1305 [Conf]
  57. Yan-Nei Law, Haixun Wang, Carlo Zaniolo
    Query Languages and Data Models for Database Sequences and Data Streams. [Citation Graph (0, 0)][DBLP]
    VLDB, 2004, pp:492-503 [Conf]
  58. Haixun Wang, Carlo Zaniolo
    Using SQL to Build New Aggregates and Extenders for Object- Relational Systems. [Citation Graph (0, 15)][DBLP]
    VLDB, 2000, pp:166-175 [Conf]
  59. Haixun Wang, Carlo Zaniolo, Chang Luo
    ATLAS: A Small but Complete SQL Extension for Data Mining and Data Streams. [Citation Graph (0, 0)][DBLP]
    VLDB, 2003, pp:1113-1116 [Conf]
  60. Yu Wang, Haixun Wang, Xiaofeng Meng, Shan Wang
    Estimating the Selectivity of XML Path Expression with Predicates by Histograms. [Citation Graph (0, 0)][DBLP]
    WAIM, 2004, pp:409-418 [Conf]
  61. Faiz Arni, KayLiang Ong, Shalom Tsur, Haixun Wang, Carlo Zaniolo
    The Deductive Database System LDL++ [Citation Graph (0, 0)][DBLP]
    CoRR, 2002, v:0, n:, pp:- [Journal]
  62. Jiong Yang, Haixun Wang, Wei Wang, Philip S. Yu
    An Improved Biclustering Method for Analyzing Gene Expression Profiles. [Citation Graph (0, 0)][DBLP]
    International Journal on Artificial Intelligence Tools, 2005, v:14, n:5, pp:771-790 [Journal]
  63. 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. [Citation Graph (0, 0)][DBLP]
    J. Comput. Sci. Technol., 2003, v:18, n:5, pp:538-552 [Journal]
  64. Yun Chi, Haixun Wang, Philip S. Yu, Richard R. Muntz
    Catch the moment: maintaining closed frequent itemsets over a data stream sliding window. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2006, v:10, n:3, pp:265-294 [Journal]
  65. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu
    Demand-driven frequent itemset mining using pattern structures. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2005, v:8, n:1, pp:82-102 [Journal]
  66. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
    Discovery in multi-attribute data with user-defined constraints. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2002, v:4, n:1, pp:56-64 [Journal]
  67. Jian Pei, Haixun Wang, Jian Liu, Ke Wang, Jianyong Wang, Philip S. Yu
    Discovering Frequent Closed Partial Orders from Strings. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:11, pp:1467-1481 [Journal]
  68. Faiz Arni, KayLiang Ong, Shalom Tsur, Haixun Wang, Carlo Zaniolo
    The Deductive Database System LDL++. [Citation Graph (0, 0)][DBLP]
    TPLP, 2003, v:3, n:1, pp:61-94 [Journal]
  69. Jian Pei, Ada Wai-Chee Fu, Xuemin Lin, Haixun Wang
    Computing Compressed Multidimensional Skyline Cubes Efficiently. [Citation Graph (0, 0)][DBLP]
    ICDE, 2007, pp:96-105 [Conf]
  70. Yijian Bai, Hetal Thakkar, Haixun Wang, Carlo Zaniolo
    Optimizing Timestamp Management in Data Stream Management Systems. [Citation Graph (0, 0)][DBLP]
    ICDE, 2007, pp:1334-1338 [Conf]
  71. Haoliang Jiang, Haixun Wang, Philip S. Yu, Shuigeng Zhou
    GString: A Novel Approach for Efficient Search in Graph Databases. [Citation Graph (0, 0)][DBLP]
    ICDE, 2007, pp:566-575 [Conf]
  72. Xiaohui Gu, Philip S. Yu, Haixun Wang
    Adaptive Load Diffusion for Multiway Windowed Stream Joins. [Citation Graph (0, 0)][DBLP]
    ICDE, 2007, pp:146-155 [Conf]
  73. Wei-Shinn Ku, Roger Zimmermann, Haixun Wang
    Location-based Spatial Queries with Data Sharing in Wireless Broadcast Environments. [Citation Graph (0, 0)][DBLP]
    ICDE, 2007, pp:1355-1359 [Conf]
  74. Lipyeow Lim, Haixun Wang, Min Wang
    Semantic Data Management: Towards Querying Data with their Meaning. [Citation Graph (0, 0)][DBLP]
    ICDE, 2007, pp:1438-1442 [Conf]
  75. Wei Peng, Charles Perng, Tao Li, Haixun Wang
    Event summarization for system management. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:1028-1032 [Conf]
  76. Yijian Bai, Haixun Wang, Carlo Zaniolo
    Load Shedding in Classifying Multi-Source Streaming Data: A Bayes Risk Approach. [Citation Graph (0, 0)][DBLP]
    SDM, 2007, pp:- [Conf]
  77. Hao He, Haixun Wang, Jun Yang, Philip S. Yu
    BLINKS: ranked keyword searches on graphs. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2007, pp:305-316 [Conf]
  78. Chengkai Li, Min Wang, Lipyeow Lim, Haixun Wang, Kevin Chen-Chuan Chang
    Supporting ranking and clustering as generalized order-by and group-by. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2007, pp:127-138 [Conf]
  79. Lipyeow Lim, Haixun Wang, Min Wang
    Unifying Data and Domain Knowledge Using Virtual Views. [Citation Graph (0, 0)][DBLP]
    VLDB, 2007, pp:255-266 [Conf]
  80. Kun-Lung Wu, Philip S. Yu, Bugra Gedik, Kirsten Hildrum, Charu C. Aggarwal, Eric Bouillet, Wei Fan, David George, Xiaohui Gu, Gang Luo, Haixun Wang
    Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S. [Citation Graph (0, 0)][DBLP]
    VLDB, 2007, pp:1185-1196 [Conf]
  81. Min Xie, Haixun Wang, Jian Yin, Xiaofeng Meng
    Integrity Auditing of Outsourced Data. [Citation Graph (0, 0)][DBLP]
    VLDB, 2007, pp:782-793 [Conf]
  82. Peng Wang, Haixun Wang, Xiaochen Wu, Wei Wang, Baile Shi
    A Low-Granularity Classifier for Data Streams with Concept Drifts and Biased Class Distribution. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2007, v:19, n:9, pp:1202-1213 [Journal]

  83. Dual encryption for query integrity assurance. [Citation Graph (, )][DBLP]


  84. Semantic queries in databases: problems and challenges. [Citation Graph (, )][DBLP]


  85. CloudDB workshop summary. [Citation Graph (, )][DBLP]


  86. Learning to rank with a novel kernel perceptron method. [Citation Graph (, )][DBLP]


  87. Fast computing reachability labelings for large graphs with high compression rate. [Citation Graph (, )][DBLP]


  88. Providing freshness guarantees for outsourced databases. [Citation Graph (, )][DBLP]


  89. Modeling and Querying E-Commerce Data in Hybrid Relational-XML DBMSs. [Citation Graph (, )][DBLP]


  90. A Flexible Query Graph Based Model for the Efficient Execution of Continuous Queries. [Citation Graph (, )][DBLP]


  91. Fast Graph Pattern Matching. [Citation Graph (, )][DBLP]


  92. Stop Chasing Trends: Discovering High Order Models in Evolving Data. [Citation Graph (, )][DBLP]


  93. A Sampling-Based Approach to Information Recovery. [Citation Graph (, )][DBLP]


  94. Weighted Proximity Best-Joins for Information Retrieval. [Citation Graph (, )][DBLP]


  95. Concept Clustering of Evolving Data. [Citation Graph (, )][DBLP]


  96. Online Anomaly Prediction for Robust Cluster Systems. [Citation Graph (, )][DBLP]


  97. Inverse Time Dependency in Convex Regularized Learning. [Citation Graph (, )][DBLP]


  98. Adaptive system anomaly prediction for large-scale hosting infrastructures. [Citation Graph (, )][DBLP]


  99. Incorporating post-click behaviors into a click model. [Citation Graph (, )][DBLP]


  100. Efficiently answering reachability queries on very large directed graphs. [Citation Graph (, )][DBLP]


  101. An algorithmic approach to event summarization. [Citation Graph (, )][DBLP]


  102. Optimizing content freshness of relations extracted from the web using keyword search. [Citation Graph (, )][DBLP]


  103. Leveraging spatio-temporal redundancy for RFID data cleansing. [Citation Graph (, )][DBLP]


  104. Computing label-constraint reachability in graph databases. [Citation Graph (, )][DBLP]


  105. MapDupReducer: detecting near duplicates over massive datasets. [Citation Graph (, )][DBLP]


  106. Query Integrity Assurance of Location-Based Services Accessing Outsourced Spatial Databases. [Citation Graph (, )][DBLP]


  107. Lock-free consistency control for web 2.0 applications. [Citation Graph (, )][DBLP]


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