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Author
Gatnar Eugeniusz (Akademia Ekonomiczna im. Karola Adamieckiego w Katowicach)
Title
Data mining a statystyczna analiza danych
Data mining and Statistical Data Analysis
Source
Przegląd Statystyczny, 1997, vol. 44, z. 2, s. 309-316, bibliogr. 14 poz.
Statistical Review
Keyword
Data Mining, Statystyczna analiza strukturalna
Data Mining, Statistical structural analysis
Note
summ.
Abstract
This paper considers Data Mining and its relations to statistical data analysis. Data Mining is defined as an extraction of implicit, previously unknown and potentially useful information from data. Its techniques: data summarization, learning classification rules, deriving causal dependencies, etc. are described. The paper also presents a list of several data mining computer systems and shows methods they use to discover knowledge about data. In addition, some examples of statistical methods used in data mining are included. (original abstract)
Accessibility
The Main Library of the Cracow University of Economics
The Library of Warsaw School of Economics
The Library of University of Economics in Katowice
The Main Library of Poznań University of Economics and Business
The Main Library of the Wroclaw University of Economics
Bibliography
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  2. Fayyad U.M., Uthurusamy R. (Eds.), Proceedings of the First International Conference on Knowledge Discovery and Data Mining, AAAI Press, Menlo Park 1995.
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  4. Gatnar E., Metody modelowania jakościowego, Akademicka Oficyna Wydawnicza, Warszawa 1994.
  5. Gatnar E., Taksonomia jakościowa a taksonometria, XXXI Konferencja Statystyków, Ekonometryków i Matematyków Akademii Ekonomicznych, Zeszyty Naukowe Akademii Ekonomicznej w Katowicach, Katowice 1996.
  6. Gatnar E., Symboliczne metody klasyfikacji danych, IX Konferencja Sekcji Klasyfikacji i Analizy Danych PTS, Wrocław 1995 (w druku).
  7. Gatnar E., Zastosowanie drzew decyzyjnych w analizie dyskryminacyjnej, Akademia Ekonomiczna w Katowicach (maszynopis), Katowice 1995.
  8. Holsheimer M., Siebes A.P., Data Mining: the search for knowledge in databases, Technical Report CS-R9406, Amsterdam 1994.
  9. Langley P., Simon H., Bradshaw G., Żytkow J., Scientific Discovery: Computational Explorations of the Creative Processes, MIT Press, Cambridge, Mass. 1987.
  10. Papers from the AAAI Workshop on Knowledge Discovery in Databases, Technical Report WS-94-03, AAAI Press, Menlo Park 1994.
  11. Quinlan J.R., C4.5 Programs for Machine Learning, Morgan Kaufmann, San Mateo 1993.
  12. Sprites P., Glymour C, Scheines R., Causation, Prediction and Search, Springer-Verlag, Berlin 1993.
  13. Tukey J.W., Exploratory Data Analysis, Addison-Wesley, Reading, Massachusetts 1977.
  14. Ziarko W.P. (Ed.), Rough Sets, Fuzzy Sets and Knowledge Discovery, Springer-Verlag, Berlin 1994.
Cited by
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ISSN
0033-2372
Language
pol
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