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David J. Hand: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. A. M. R. Smith, L. S. Lee, David J. Hand
    Interactive User-Friendly Interfaces to Statistical Packages. [Citation Graph (1, 0)][DBLP]
    Comput. J., 1983, v:26, n:3, pp:199-204 [Journal]
  2. David J. Hand, Niall M. Adams, Nick A. Heard
    Pattern Discovery Tools for Detecting Cheating in Student Coursework. [Citation Graph (0, 0)][DBLP]
    Local Pattern Detection, 2004, pp:39-52 [Conf]
  3. David J. Hand
    Strength in Diversity: The Advance of Data Analysis. [Citation Graph (0, 0)][DBLP]
    ECML, 2004, pp:18-26 [Conf]
  4. Jonathan J. Oliver, David J. Hand
    Averaging Over Decision Stumps. [Citation Graph (0, 0)][DBLP]
    ECML, 1994, pp:231-241 [Conf]
  5. Richard J. Bolton, David J. Hand, Niall M. Adams
    Determining Hit Rate in Pattern Search. [Citation Graph (0, 0)][DBLP]
    Pattern Detection and Discovery, 2002, pp:36-48 [Conf]
  6. David J. Hand
    Pattern Detection and Discovery. [Citation Graph (0, 0)][DBLP]
    Pattern Detection and Discovery, 2002, pp:1-12 [Conf]
  7. Richard J. Bolton, David J. Hand
    Significance Tests for Patterns in Continuous Data. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:67-74 [Conf]
  8. Dimitris K. Tasoulis, Niall M. Adams, David J. Hand
    Unsupervised Clustering In Streaming Data. [Citation Graph (0, 0)][DBLP]
    ICDM Workshops, 2006, pp:638-642 [Conf]
  9. Jonathan J. Oliver, David J. Hand
    On Pruning and Averaging Decision Trees. [Citation Graph (0, 0)][DBLP]
    ICML, 1995, pp:430-437 [Conf]
  10. David J. Hand
    Intelligent Data Analysis: Issues and Opportunities. [Citation Graph (0, 0)][DBLP]
    IDA, 1997, pp:1-14 [Conf]
  11. Mark G. Kelly, David J. Hand, Niall M. Adams
    Supervised Classification Problems: How to Be Both Judge and Jury. [Citation Graph (0, 0)][DBLP]
    IDA, 1999, pp:235-244 [Conf]
  12. Paul R. Cohen, Niall M. Adams, David J. Hand
    The IDA'01 Robot Data Challenge. [Citation Graph (0, 0)][DBLP]
    IDA, 2001, pp:378-382 [Conf]
  13. José Tomé A. S. Ferreira, David G. T. Denison, David J. Hand
    Data Mining with Products of Trees. [Citation Graph (0, 0)][DBLP]
    IDA, 2001, pp:167-176 [Conf]
  14. Bart J. A. Mertens, David J. Hand
    Adjusted Estimation for the Combination of Classifiers. [Citation Graph (0, 0)][DBLP]
    IDA, 1999, pp:317-330 [Conf]
  15. Dave Yearling, David J. Hand
    Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks. [Citation Graph (0, 0)][DBLP]
    IDA, 2001, pp:340-349 [Conf]
  16. Zhicheng Zhang, David J. Hand
    Detecting Groups of Anomalously Similar Objects in Large Data Sets. [Citation Graph (0, 0)][DBLP]
    IDA, 2005, pp:509-519 [Conf]
  17. Mark G. Kelly, David J. Hand, Niall M. Adams
    Defining the Goals to Optimise Data Mining Performance. [Citation Graph (0, 0)][DBLP]
    KDD, 1998, pp:234-238 [Conf]
  18. Mark G. Kelly, David J. Hand, Niall M. Adams
    The Impact of Changing Populations on Classifier Performance. [Citation Graph (0, 0)][DBLP]
    KDD, 1999, pp:367-371 [Conf]
  19. David J. Hand, Niall M. Adams, Mark G. Kelly
    Multiple Classifier Systems Based on Interpretable Linear Classifiers. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2001, pp:136-147 [Conf]
  20. Ross A. McDonald, David J. Hand, Idris A. Eckley
    An Empirical Comparison of Three Boosting Algorithms on Real Data Sets with Artificial Class Noise. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2003, pp:35-44 [Conf]
  21. David J. Hand
    Protection or Privacy? Data Mining and Personal Data. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2006, pp:1-10 [Conf]
  22. David J. Hand
    Strength in Diversity: The Advance of Data Analysis. [Citation Graph (0, 0)][DBLP]
    PKDD, 2004, pp:18-26 [Conf]
  23. Ross A. McDonald, Idris A. Eckley, David J. Hand
    A Classifier Combination Tree Algorithm. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2004, pp:609-617 [Conf]
  24. David J. Hand
    Review of The Art of Causal Conjecture. [Citation Graph (0, 0)][DBLP]
    AI Magazine, 1998, v:19, n:1, pp:131-132 [Journal]
  25. David J. Hand
    Introduction. [Citation Graph (0, 0)][DBLP]
    Ann. Math. Artif. Intell., 1990, v:2, n:, pp:1-3 [Journal]
  26. David J. Hand
    Practical experience in developing statistical knowledge enhancement systems. [Citation Graph (0, 0)][DBLP]
    Ann. Math. Artif. Intell., 1990, v:2, n:, pp:197-208 [Journal]
  27. David J. Hand, Daniel A. Keim, Raymond T. Ng
    Guest Editorial. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2003, v:7, n:3, pp:239-240 [Journal]
  28. David J. Hand, Daniel A. Keim, Raymond T. Ng
    Guest Editorial. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2003, v:7, n:4, pp:347-348 [Journal]
  29. David J. Hand, So Young Sohn, Yoonseong Kim
    Optimal bipartite scorecards. [Citation Graph (0, 0)][DBLP]
    Expert Syst. Appl., 2005, v:29, n:3, pp:684-690 [Journal]
  30. David J. Hand
    Book Review: Data Mining and Knowledge Discovery with Evolutionary Programs. [Citation Graph (0, 0)][DBLP]
    Genetic Programming and Evolvable Machines, 2003, v:4, n:3, pp:287-289 [Journal]
  31. David J. Hand
    Intelligent Data Analysis: Issues and Opportunities. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 1998, v:2, n:1-4, pp:67-79 [Journal]
  32. David J. Hand, Douglas H. Fisher, Michael R. Berthold
    Advances in intelligent data analysis. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2000, v:4, n:2, pp:93-95 [Journal]
  33. Bart J. A. Mertens, David J. Hand
    Adjusted estimation for the combination of classifiers. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2000, v:4, n:2, pp:165-179 [Journal]
  34. Zhicheng Zhang, David J. Hand
    Detecting groups of anomalously similar objects in large data sets. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2006, v:10, n:5, pp:473-483 [Journal]
  35. Ross A. McDonald, David J. Hand, Idris A. Eckley
    A Multiclass Extension To The Brownboost Algorithm. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 2004, v:18, n:5, pp:905-931 [Journal]
  36. David J. Hand, B. G. Batchelor
    Experiments on the edited condensed nearest neighbor rule. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 1978, v:14, n:3, pp:171-180 [Journal]
  37. David J. Hand, Robert J. Till
    A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2001, v:45, n:2, pp:171-186 [Journal]
  38. Niall M. Adams, David J. Hand
    Improving the Practice of Classifier Performance Assessment. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2000, v:12, n:2, pp:305-311 [Journal]
  39. Niall M. Adams, David J. Hand
    Comparing classifiers when the misallocation costs are uncertain. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 1999, v:32, n:7, pp:1139-1147 [Journal]
  40. David J. Hand, Jonathan J. Oliver, A. Daniel Lunn
    Discriminant analysis when the classes arise from a continuum. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 1998, v:31, n:5, pp:641-650 [Journal]
  41. J. P. Myles, David J. Hand
    The multi-class metric problem in nearest neighbour discrimination rules. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 1990, v:23, n:11, pp:1291-1297 [Journal]
  42. David J. Hand, Veronica Vinciotti
    Choosing k for two-class nearest neighbour classifiers with unbalanced classes. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2003, v:24, n:9-10, pp:1555-1562 [Journal]
  43. Adrien Jamain, David J. Hand
    The Naive Bayes Mystery: A classification detective story. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2005, v:26, n:11, pp:1752-1760 [Journal]
  44. David J. Hand
    Statistics and Data Mining: Intersecting Disciplines. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 1999, v:1, n:1, pp:16-19 [Journal]
  45. Richard J. Bolton, David J. Hand, Martin Crowder
    Significance tests for unsupervised pattern discovery in large continuous multivariate data sets. [Citation Graph (0, 0)][DBLP]
    Computational Statistics & Data Analysis, 2004, v:46, n:1, pp:57-79 [Journal]
  46. David J. Hand, Wojtek J. Krzanowski
    Optimising k. [Citation Graph (0, 0)][DBLP]
    Computational Statistics & Data Analysis, 2005, v:49, n:4, pp:969-973 [Journal]

  47. Note on parallel universes. [Citation Graph (, )][DBLP]


  48. Detecting New Kinds of Patient Safety Incidents. [Citation Graph (, )][DBLP]


  49. Online optimization for variable selection in data streams. [Citation Graph (, )][DBLP]


  50. Dynamic Multi-Armed Bandit with Covariates. [Citation Graph (, )][DBLP]


  51. Mismatched models, wrong results, and dreadful decisions: on choosing appropriate data mining tools. [Citation Graph (, )][DBLP]


  52. Deciding what to observe next: adaptive variable selection for regression in multivariate data streams. [Citation Graph (, )][DBLP]


  53. DECODE: a new method for discovering clusters of different densities in spatial data. [Citation Graph (, )][DBLP]


  54. Transaction aggregation as a strategy for credit card fraud detection. [Citation Graph (, )][DBLP]


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