BIS record '2004/1/303'

BibTeX

@inproceedings{BIS:2004/1/303,
  author        = {Ryszard Szupiluk and
                   Piotr Wojewnik and
                   Tomasz Ząbkowski},
  title         = {Data Mining and Independent Component Analysis for Invoice Amount Prediction},
  year          = {2004},
  session       = {Artificial Intelligence},
  pages         = {63--70},
  crossref      = {BIS:2004/1},
  bibsource     = {BIS, http://bis.kie.ue.poznan.pl/biblio/},
  abstract      = {A common problem encountered in data mining analysis is finding a suitable model to explore existing dependencies. There are many models with different advantages. Different criteria reflect various aspects of the dependency and so different models can be chosen as an optimal solution. We propose to improve their performance by the means of Independent Component Analysis. Such a transformation seems to capture the essential structure of data solutions in many applications. The efficacy of such approach will be shown on the example of an invoice amount prediction.}
}

  
@proceedings{BIS:2004/1,
  editor        = {Witold Abramowicz},
  booktitle     = {BIS 2004, 7th International Conference on Business Information Systems, Poznań, Poland, 21-23 April 2004},
  title         = {BIS 2004, 7th International Conference on Business Information Systems, Poznań, Poland, 21-23 April 2004},
  publisher     = {Wydawnictwo Akademii Ekonomicznej w Poznaniu},
  isbn          = {83-7417-019-0},
  year          = {2004},
  bibsource     = {BIS, http://bis.kie.ue.poznan.pl/biblio/}
}