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Honghua Dai: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Ling Zhuang, Honghua Dai
    A Maximal Frequent Itemset Approach for Web Document Clustering. [Citation Graph (0, 0)][DBLP]
    CIT, 2004, pp:970-977 [Conf]
  2. Yiqing Tu, Gang Li, Honghua Dai
    Integrating Local One-Class Classifiers for Image Retrieval. [Citation Graph (0, 0)][DBLP]
    ADMA, 2006, pp:213-222 [Conf]
  3. Ling Zhuang, Honghua Dai
    Parameter Estimation of One-Class SVM on Imbalance Text Classification. [Citation Graph (0, 0)][DBLP]
    Canadian Conference on AI, 2006, pp:538-549 [Conf]
  4. Xin Geng, Gang Li, Yangdong Ye, Yiqing Tu, Honghua Dai
    Abnormal Behavior Detection for Early Warning of Terrorist Attack. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2006, pp:1002-1009 [Conf]
  5. Xiaoshu Hang, Honghua Dai
    An Optimal Strategy for Extracting Probabilistic Rules by Combining Rough Sets and Genetic Algorithm. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2003, pp:153-165 [Conf]
  6. Honghua Dai, Gang Li, Yiqing Tu
    An Empirical Study of Encoding Schemes and Search Strategies in Discovering Causal Networks. [Citation Graph (0, 0)][DBLP]
    ECML, 2002, pp:48-59 [Conf]
  7. Bamshad Mobasher, Honghua Dai, Tao Luo, Yuqing Sun, Jiang Zhu
    Integrating Web Usage and Content Mining for More Effective Personalization. [Citation Graph (0, 0)][DBLP]
    EC-Web, 2000, pp:165-176 [Conf]
  8. Gang Li, Honghua Dai
    Study of Ensemble Strategies in Discovering Linear Causal Models. [Citation Graph (0, 0)][DBLP]
    FSKD (2), 2005, pp:368-377 [Conf]
  9. Ling Zhuang, Honghua Dai, Xiaoshu Hang
    A Novel Field Learning Algorithm for Dual Imbalance Text Classification. [Citation Graph (0, 0)][DBLP]
    FSKD (2), 2005, pp:39-48 [Conf]
  10. Gulisong Nasierding, Yang Xiang, Honghua Dai
    Towards Extended Machine Translation Model for Next Generation World Wide Web. [Citation Graph (0, 0)][DBLP]
    GCC, 2004, pp:1017-1020 [Conf]
  11. Xiaoshu Hang, Honghua Dai
    Constructing Detectors in Schema Complementary Space for Anomaly Detection. [Citation Graph (0, 0)][DBLP]
    GECCO (1), 2004, pp:275-286 [Conf]
  12. Xiaoshu Hang, Honghua Dai
    Applying both positive and negative selection to supervised learning for anomaly detection. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:345-352 [Conf]
  13. Xiaoshu Hang, Honghua Dai, E. Lanham
    Mining Sequential Causal Patterns with User-Specified Skeletons in Multi-Sequence of Event Data. [Citation Graph (0, 0)][DBLP]
    HIS, 2003, pp:702-711 [Conf]
  14. Honghua Dai, Bamshad Mobasher
    A Road Map to More Effective Web Personalization: Integrating Domain Knowledge with Web Usage Mining. [Citation Graph (0, 0)][DBLP]
    International Conference on Internet Computing, 2003, pp:58-64 [Conf]
  15. Xiaoshu Hang, Honghua Dai, Youhua Zhang
    An Incremental FP-Growth Approach for Web-Content Based Dynamic Data Mining. [Citation Graph (0, 0)][DBLP]
    IC-AI, 2003, pp:101-107 [Conf]
  16. Honghua Dai, Xiaoshu Hang, Gang Li
    Inexact Field Learning: An Approach to Induce High Quality Rules from Low Quality Data. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:586-588 [Conf]
  17. Gang Li, Honghua Dai, Yiqing Tu
    Linear Causal Model Discovery Using the MML criterion. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:274-281 [Conf]
  18. Gang Li, Fu Tong, Honghua Dai
    Evolutionary Structure Learning Algorithm for Bayesian Network and Penalized Mutual Information Metric. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:615-616 [Conf]
  19. Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakagawa
    Using Sequential and Non-Sequential Patterns in Predictive Web Usage Mining Tasks. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:669-672 [Conf]
  20. Honghua Dai
    A Study on Reliability in Graph Discovery. [Citation Graph (0, 0)][DBLP]
    ICDM Workshops, 2006, pp:775-779 [Conf]
  21. Ling Zhuang, Honghua Dai
    Reducing performance Bias for Unbalanced Text Mining. [Citation Graph (0, 0)][DBLP]
    ICDM Workshops, 2006, pp:770-774 [Conf]
  22. Yiqing Tu, Gang Li, Honghua Dai
    Evolving Insight into High-Dimensional Data. [Citation Graph (0, 0)][DBLP]
    ICIC (1), 2005, pp:465-474 [Conf]
  23. Chris S. Wallace, Kevin B. Korb, Honghua Dai
    Causal Discovery via MML. [Citation Graph (0, 0)][DBLP]
    ICML, 1996, pp:516-524 [Conf]
  24. Honghua Dai, Kevin B. Korb, Chris S. Wallace, Xindong Wu
    A Study of Causal Discovery With Weak Links and Small Samples. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1997, pp:1304-1309 [Conf]
  25. Xiaoshu Hang, Honghua Dai, Youhua Zhang
    A Web content based data mining for car consumption preference in China. [Citation Graph (0, 0)][DBLP]
    IRI, 2003, pp:235-242 [Conf]
  26. Xiaoshu Hang, James N. K. Liu, Yu Ren, Honghua Dai
    An Incremental FP-Growth Web Content Mining and Its Application in Preference Identification. [Citation Graph (0, 0)][DBLP]
    KES (3), 2005, pp:121-127 [Conf]
  27. James N. K. Liu, Honghua Dai, Lina Zhou
    Intelligent Financial News Digest System. [Citation Graph (0, 0)][DBLP]
    KES (3), 2005, pp:112-120 [Conf]
  28. Yangdong Ye, Zundong Zhang, Honghua Dai, Limin Jia
    A Study of Train Group Operation Multi-agent Model Oriented to RITS. [Citation Graph (0, 0)][DBLP]
    KES (1), 2005, pp:707-713 [Conf]
  29. Honghua Dai
    Trend Directed Learning: A Case Study. [Citation Graph (0, 0)][DBLP]
    PAKDD, 1998, pp:61-71 [Conf]
  30. Honghua Dai
    A Minimal Causal Model Learner. [Citation Graph (0, 0)][DBLP]
    PAKDD, 1999, pp:400-408 [Conf]
  31. Honghua Dai, Gang Li
    An Improved Approach for the Discovery of Causal Models via MML. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2002, pp:304-315 [Conf]
  32. Honghua Dai, Gang Li, Zhi-Hua Zhou
    Ensembling MML Causal Discovery. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2004, pp:260-271 [Conf]
  33. Xiaoshu Hang, Honghua Dai
    An Extended Negative Selection Algorithm for Anomaly Detection. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2004, pp:245-254 [Conf]
  34. Gang Li, Honghua Dai, Yiqing Tu
    Identifying Markov Blankets Using Lasso Estimation. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2004, pp:308-318 [Conf]
  35. Zhi-Hua Zhou, Dan Wei, Gang Li, Honghua Dai
    On the Size of Training Set and the Benefit from Ensemble. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2004, pp:298-307 [Conf]
  36. Xin Geng, Zhi-Hua Zhou, Honghua Dai
    Uncontrolled Face Recognition by Individual Stable Neural Network. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2006, pp:553-562 [Conf]
  37. Xiaoshu Hang, Honghua Dai
    Combining Extension Matrix and Integer Programming for Optimal Concept Learning. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2004, pp:352-360 [Conf]
  38. Gang Li, Honghua Dai, Yiqing Tu, Tarkan Kurt
    Accelerating Linear Causal Model Discovery Using Hoeffding Bounds. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2004, pp:201-210 [Conf]
  39. Ling Zhuang, Honghua Dai
    Parameter Optimization of Kernel-Based One-Class Classifier on Imbalance Text Learning. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2006, pp:434-443 [Conf]
  40. Yuan Jiang, Jinjiang Ling, Gang Li, Honghua Dai, Zhi-Hua Zhou
    Dependency Bagging. [Citation Graph (0, 0)][DBLP]
    RSFDGrC (1), 2005, pp:491-500 [Conf]
  41. Gang Li, Honghua Dai
    The Discovery of Generalized Causal Models with Mixed Variables Using MML Criterion. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  42. Honghua Dai, Wei Dai
    Software Warehouse and Its Management Strategies. [Citation Graph (0, 0)][DBLP]
    SEKE, 2003, pp:685-690 [Conf]
  43. Xiaoshu Hang, Honghua Dai
    An Immune Network Approach for Web Document Clustering. [Citation Graph (0, 0)][DBLP]
    Web Intelligence, 2004, pp:278-284 [Conf]
  44. Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakagawa
    Effective personalization based on association rule discovery from web usage data. [Citation Graph (0, 0)][DBLP]
    WIDM, 2001, pp:9-15 [Conf]
  45. Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakagawa
    Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2002, v:6, n:1, pp:61-82 [Journal]
  46. Gang Li, Honghua Dai
    What Will Affect Software Reuse: A Causal Model Analysis. [Citation Graph (0, 0)][DBLP]
    International Journal of Software Engineering and Knowledge Engineering, 2004, v:14, n:3, pp:351-364 [Journal]
  47. Honghua Dai, Wei Dai, Gang Li
    Software Warehouse: Its Design, Management And Application. [Citation Graph (0, 0)][DBLP]
    International Journal of Software Engineering and Knowledge Engineering, 2004, v:14, n:4, pp:395-406 [Journal]
  48. Honghua Dai, Geoffrey I. Webb
    Guest Editors' Introduction. [Citation Graph (0, 0)][DBLP]
    International Journal of Software Engineering and Knowledge Engineering, 2004, v:14, n:4, pp:365-368 [Journal]
  49. Honghua Dai
    Extended Predicate Logic and Its Application in Designing MKL Language. [Citation Graph (0, 0)][DBLP]
    Informatica (Slovenia), 1999, v:23, n:2, pp:- [Journal]
  50. Bavy Li, James Liu, Honghua Dai
    Forecasting from Low Quality Data with Applications in Weather Forecasting. [Citation Graph (0, 0)][DBLP]
    Informatica (Slovenia), 1998, v:22, n:3, pp:- [Journal]
  51. Xin Geng, Zhi-Hua Zhou, Yu Zhang, Gang Li, Honghua Dai
    Learning from facial aging patterns for automatic age estimation. [Citation Graph (0, 0)][DBLP]
    ACM Multimedia, 2006, pp:307-316 [Conf]

  52. A Case Study on Classification Reliability. [Citation Graph (, )][DBLP]


  53. The discovery of causal models with small samples. [Citation Graph (, )][DBLP]


  54. An analysis of criteria for the evaluation of learning performance. [Citation Graph (, )][DBLP]


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