Analiza podataka

Из Википедије, слободне енциклопедије

Analiza podataka (data mining[1]) je relativno mlado i interdisciplinarno polje informatike,[2][3] koje se bavi otkrivanjem novih obrazaca u velikim skupovima podataka. Ona koristi metode koji su u preseku veštačke inteligencije, mašinskog učenja, statistike, i sistema baza podataka.[2] Sveukupni cilj data mininga je ekstrakcija znanja iz postojećih podataka i trasformacija u oblik podesan za dalju upotrebu.[2]

Reference[уреди]

  1. Fayyad, Usama; Gregory Piatetsky-Shapiro, and Padhraic Smyth (1996). „From Data Mining to Knowledge Discovery in Databases“ Приступљено 17. 12. 2008.. 
  2. 2,0 2,1 2,2 „Data Mining Curriculum“. Association for Computing Machinery, SIGKDD. 30. 4. 2006. Приступљено 28. 10. 2011.. 
  3. Clifton, Christopher (2010). „Encyclopædia Britannica: Definition of Data Mining“ Приступљено 9. 12. 2010.. 

Literatura[уреди]

  • Cabena, Peter, Pablo Hadjnian, Rolf Stadler, Jaap Verhees and Alessandro Zanasi (1997). Discovering Data Mining: From Concept to Implementation. Prentice Hall, ISBN 0-13-743980-6.
  • Feldman, Ronen and James Sanger. The Text Mining Handbook. Cambridge University Press, ISBN 978-0-521-83657-9.
  • Guo, Yike and Robert Grossman, editors (1999). High Performance Data Mining: Scaling Algorithms, Applications and Systems. Kluwer Academic Publishers.
  • Hastie Trevor, Robert Tibshirani and Jerome Friedman (2001). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer, ISBN 0-387-95284-5.
  • Liu, Bing (2007). Web Data Mining: Exploring Hyperlinks, Contents and Usage Data. Springer Verlag, ISBN 3-540-37881-2.
  • Murphy, Chris (May 16, 2011). „Is Data Mining Free Speech?“. InformationWeek (UBM plc): 12. 
  • Nisbet, Robert, John Elder, Gary Miner (2009). Handbook of Statistical Analysis & Data Mining Applications. Academic Press / Elsevier. ISBN 978-0-12-374765-5
  • Poncelet, Pascal, Florent Masseglia and Maguelonne Teisseire, editors (October 2007). "Data Mining Patterns: New Methods and Applications", Information Science Reference. ISBN 978-1-59904-162-9.
  • Pang-Ning Tan, Michael Steinbach and Vipin Kumar (2005). Introduction to Data Mining. ISBN 0-321-32136-7
  • Sergios Theodoridis, Konstantinos Koutroumbas (2009). Pattern Recognition, 4th Edition. Academic Press. ISBN 978-1-59749-272-0.
  • Weiss and Indurkhya. Predictive Data Mining. Morgan Kaufmann.
  • Witten, Ian H.; Frank, Eibe; Hall, Mark A. (2011). Data Mining: Practical Machine Learning Tools and Techniques (3 ed.). Elsevier. ISBN 978-0-12-374856-0.  (See also Free Weka software.)
  • Ye, N. (2003). The Handbook of Data Mining. Mahwah, New Jersey: Lawrence Erlbaum.

Spoljašnje veze[уреди]