Concepedia

Mining in a data-flow environment

Wenke Lee, Salvatore J. Stolfo, Kui W. Mok

1999 · 224 citations · 12 references

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Abstract

We discuss the KDD process in "data-flow" environments, where unstructured and time dependent data can be processed into various levels of structured and semanticallyrich forms for analysis tasks.

References

12

Mining association rules between sets of items in large databases

Rakesh Agrawal, Tomasz Imieliński, Arun Swami · 1993 · 14.7K citations · Full text

, , +17

The KDD process for extracting useful knowledge from volumes of data

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth · Communications of the ACM · 1996 · 1.9K citations · Full text

, , +25

Discovery of Frequent Episodes in Event Sequences

Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo · Data Mining and Knowledge Discovery · 1997 · 1.4K citations

A data mining framework for building intrusion detection models

Wenke Lee, Salvatore J. Stolfo, Kui W. Mok · 2003 · 1.2K citations · Full text

, , +16

Adaptive Fraud Detection

Tom Fawcett, Foster Provost · Data Mining and Knowledge Discovery · 1997 · 864 citations