1,261
Views
69
CrossRef citations to date
0
Altmetric
General

Data Mining: Statistics and More?

Pages 112-118 | Received 01 Sep 1997, Published online: 22 Mar 2012

References

  • Babcock , C. 1994 . “Parallel Processing Mines Retail Data,” . Computer World , : 6
  • Bhandari , I. , Colet , E. , Parker , J. , Pines , Z. , Pratap , R. and Ramanujam , K. 1997 . “Advanced Scout: Data Mining and Knowledge Discovery in NBA Data,” . Data Mining and Knowledge Discovery , 1 : 121 – 125 .
  • Box , G. and Hunter , W. 1965 . “The Experimental Study of Physical Mechanisms,” . Technometrics , 7 : 57 – 71 .
  • Copas , J. B. and Li , H. G. 1997 . “Inference for Nonrandom Samples” . Journal of the Royal Statistical Society , 59 : 55 – 95 . (with discussion), Series B
  • Cortes , C. and Pregibon , D. 1997 . “Mega-monitoring,” unpublished paper presented at the University of Washington/Microsoft Summer Research Institute on Data Mining, July 6–11, 1997
  • Cox , D. R. 1990 . “Role of Models in Statistical Analysis,” . Statistical Science , 5 : 169 – 174 .
  • Fayyad , U. 1997 . “Editorial,” . Data Mining and Knowledge Discovery , 1 : 5 – 10 .
  • Fayyad , U. M. , Djorgovski , S. G. and Weir , N. 1996 . “Automating the Analysis and Cataloging of Sky Surveys,” . In Advances in Knowledge Discovery and Data Mining , Edited by: Fayyad , U. M. , Piatetsky-Shapiro , G. , Smyth , P. and Uthurusamy , R. 471 – 493 . Menlo Park , CA : AAAI Press .
  • Fayyad , U. M. , Piatetsky-Shapiro , G. and Smyth , P. 1996 . “From Data Mining to Knowledge Discovery: An Overview,” . In Advances in Knowledge Discovery and Data Mining , Edited by: Fayyad , U. M. , Piatetsky-Shapiro , G. , Smyth , P. and Uthurusamy , R. 1 – 34 . Menlo Park , CA : AAAI Press .
  • Gale , W. A. , Hand , D. J. and Kelly , A. E. 1993 . “Artificial Intelligence and Statistics,” . In Handbook of Statistics 9: Computational Statistics , Edited by: Rao , C. R. 535 – 576 . Amsterdam : North-Holland .
  • Gray , J. , Chaudhuri , S. , Bosworth , A. , Layman , A. , Reichart , D. , Venkatrao , M. , Pellow , F. and Pirahesh , H. 1997 . “Data Cube: A Relational Aggregration Operator Generalizing Group-by, Cross-tab, and Sub-totals,” . Data Mining and Knowledge Discovery , 1 : 29 – 53 .
  • Hand , D. J. 1995 . “Discussion contribution to Chatfield (1995),” . Journal of the Royal Statistical Society , 158 : 448 Series A
  • Hand , D. J. 1997 . Construction and Assessment of Classification Rules , Chichester : Wiley .
  • Hand , D. J. “Statistics and the Scientific Method,” . In Encyclopedia of Bio statistics , Chichester : Wiley . (in press)
  • Harrison , D. 1993 . “Backing Up,” . Neural Computing , : 98 – 104 .
  • Heckerman , D. 1997 . “Bayesian Networks for Data Mining,” . Data Mining and Knowledge Discovery , 1 : 79 – 119 .
  • Hoschka , P. and Klösgen , W. 1991 . “A Support System for Interpreting Statistical Data,” . In Knowledge Discovery in Databases , Edited by: Piatetsky-Shapiro , G. and Frawley , W. 325 – 346 . Menlo Park , CA : AAAI Press .
  • Imielinski , T. and Mannila , H. 1996 . “A Database Perspective on Knowledge Discovery,” . Communications of the ACM , 39 : 58 – 64 .
  • Keogh , E. and Smyth , P. “A Probabilistic Approach to Fast Pattern Matching in Time Series Databases,” . Proceedings of the 3rd International Conference on Knowledge Discovery and Data Mining . pp. 24 – 30 . Menlo Park , CA : AAAI Press .
  • Klösgen , W. 1996 . “Explora: A Multipattern and Multistrategy Discovery Assistant,” . In Advances in Knowledge Discovery and Data Mining , Edited by: Fayyad , U. M. , Piatetsky-Shapiro , G. , Smyth , P. and Uthurusamy , R. 249 – 271 . Menlo Park , CA : AAAI Press .
  • Selfridge , P. G. , Srivastava , D. and Wilson , L. O. “IDEA: Interactive Data Exploration and Analysis,” . Proceedings of SIGMOD 96 . pp. 24 – 34 . New York : ACM Press .
  • Taylor , C. C. , Nakhaeizadeh , G. and Kunisch , G. “Statistical Aspects of Classification in Drifting Populations,” . Preliminary Papers of the 6th International Workshop on Artificial Intelligence and Statistics . Fort Lauderdale , FL . pp. 521 – 528 .
  • Uthurusamy , R. 1996 . “From Data Mining to Knowledge Discovery: Current Challenges and Future Directions,” . In Advances in Knowledge Discovery and Data Mining , Edited by: Fayyad , U. M. , Piatetsky-Shapiro , G. , Smyth , P. and Uthurusamy , R. 560 – 569 . Menlo Park , CA : AAAI Press .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.