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Ian Davidson: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Ian Davidson
    An Ensemble Technique for Stable Learners with Performance Bounds. [Citation Graph (0, 0)][DBLP]
    AAAI, 2004, pp:330-335 [Conf]
  2. Ian Davidson, S. S. Ravi
    Identifying and Generating Easy Sets of Constraints for Clustering. [Citation Graph (0, 0)][DBLP]
    AAAI, 2006, pp:- [Conf]
  3. Kiri Wagstaff, Sugato Basu, Ian Davidson
    When Is Constrained Clustering Beneficial, and Why?. [Citation Graph (0, 0)][DBLP]
    AAAI, 2006, pp:- [Conf]
  4. Ke Yin, Ian Davidson
    Bayesian Model Averaging Across Model Spaces via Compact Encoding. [Citation Graph (0, 0)][DBLP]
    AMAI, 2004, pp:- [Conf]
  5. Ian Davidson, Minoo Aminian
    Using the Central Limit Theorem for Belief Network Learning. [Citation Graph (0, 0)][DBLP]
    AMAI, 2004, pp:- [Conf]
  6. Minoo Aminian, Ian Davidson
    Active Learning with Partially Labeled Data via Bias Reduction. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2005, pp:810-811 [Conf]
  7. George Berg, Ian Davidson, Ming-Yuan Duan, Goutam Paul
    Searching for Hidden Messages: Automatic Detection of Steganography. [Citation Graph (0, 0)][DBLP]
    IAAI, 2003, pp:51-56 [Conf]
  8. Wei Fan, Ian Davidson, Bianca Zadrozny, Philip S. Yu
    An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:605-608 [Conf]
  9. Kun Zhang, Wei Fan, Xiaojing Yuan, Ian Davidson, Xiangshang Li
    Forecasting Skewed Biased Stochastic Ozone Days: Analyses and Solutions. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:753-764 [Conf]
  10. Ke Yin, Ian Davidson
    An Information Theoretic Optimal Classifier for Semi-supervised Learning. [Citation Graph (0, 0)][DBLP]
    IDEAL, 2004, pp:740-745 [Conf]
  11. Ashwin Satyanarayana, Ian Davidson
    A Dynamic Adaptive Sampling Algorithm (DASA) for Real World Applications: Finger Print Recognition and Face Recognition. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2005, pp:631-640 [Conf]
  12. Ian Davidson, Ashish Grover, Ashwin Satyanarayana, Giri Kumar Tayi
    A general approach to incorporate data quality matrices into data mining algorithms. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:794-798 [Conf]
  13. Ian Davidson, Goutam Paul
    Locating secret messages in images. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:545-550 [Conf]
  14. Wei Fan, Ian Davidson
    Reverse testing: an efficient framework to select amongst classifiers under sample selection bias. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:147-156 [Conf]
  15. Ke Yin, Ian Davidson
    Further Applications of a Particle Visualization Framework. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2004, pp:704-710 [Conf]
  16. Ian Davidson, Wei Fan
    When Efficient Model Averaging Out-Performs Boosting and Bagging. [Citation Graph (0, 0)][DBLP]
    PKDD, 2006, pp:478-486 [Conf]
  17. Ian Davidson, S. S. Ravi
    Agglomerative Hierarchical Clustering with Constraints: Theoretical and Empirical Results. [Citation Graph (0, 0)][DBLP]
    PKDD, 2005, pp:59-70 [Conf]
  18. Ian Davidson, Kiri Wagstaff, Sugato Basu
    Measuring Constraint-Set Utility for Partitional Clustering Algorithms. [Citation Graph (0, 0)][DBLP]
    PKDD, 2006, pp:115-126 [Conf]
  19. Arkadi Kosmynin, Ian Davidson
    Using Background Contextual Knowledge for Document Representation. [Citation Graph (0, 0)][DBLP]
    PODP, 1996, pp:123-133 [Conf]
  20. Ian Davidson
    Visualizing Clustering Results. [Citation Graph (0, 0)][DBLP]
    SDM, 2002, pp:- [Conf]
  21. Ian Davidson, S. S. Ravi
    Clustering with Constraints: Feasibility Issues and the k-Means Algorithm. [Citation Graph (0, 0)][DBLP]
    SDM, 2005, pp:- [Conf]
  22. Ian Davidson
    Minimum Message Length Clustering Using Gibbs Sampling. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:160-167 [Conf]
  23. Ian Davidson
    Testing conformance to OSI standards. [Citation Graph (0, 0)][DBLP]
    Computer Communications, 1985, v:8, n:4, pp:170-179 [Journal]
  24. Xingquan Zhu, Taghi M. Khoshgoftaar, Ian Davidson, Shichao Zhang
    Editorial: Special issue on mining low-quality data. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2007, v:11, n:2, pp:131-136 [Journal]
  25. Ian Davidson, S. S. Ravi
    Intractability and clustering with constraints. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:201-208 [Conf]
  26. Ian Davidson, S. S. Ravi, Martin Ester
    Efficient incremental constrained clustering. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:240-249 [Conf]
  27. Rong Ge, Martin Ester, Wen Jin, Ian Davidson
    Constraint-driven clustering. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:320-329 [Conf]
  28. Wei Fan, Ian Davidson
    On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled Examples. [Citation Graph (0, 0)][DBLP]
    SDM, 2007, pp:- [Conf]
  29. Ian Davidson, S. S. Ravi
    The complexity of non-hierarchical clustering with instance and cluster level constraints. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2007, v:14, n:1, pp:25-61 [Journal]

  30. Semi-Supervised Dimension Reduction for Multi-Label Classification. [Citation Graph (, )][DBLP]


  31. Finding Alternative Clusterings Using Constraints. [Citation Graph (, )][DBLP]


  32. Discovering Contexts and Contextual Outliers Using Random Walks in Graphs. [Citation Graph (, )][DBLP]


  33. Knowledge Driven Dimension Reduction for Clustering. [Citation Graph (, )][DBLP]


  34. A principled and flexible framework for finding alternative clusterings. [Citation Graph (, )][DBLP]


  35. Unifying dependent clustering and disparate clustering for non-homogeneous data. [Citation Graph (, )][DBLP]


  36. Flexible constrained spectral clustering. [Citation Graph (, )][DBLP]


  37. A SAT-based Framework for Efficient Constrained Clustering. [Citation Graph (, )][DBLP]


  38. Using instance-level constraints in agglomerative hierarchical clustering: theoretical and empirical results. [Citation Graph (, )][DBLP]


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