Concepedia

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 · 6 references

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Concepts

Abstract

Knowledge Discovery in Databases creates the context for developing the tools needed to control the flood of data facing organizations that depend on ever-growing databases of business, manufacturing, scientific and personal information.

References

6

Advances in knowledge discovery and data mining

Computers & Mathematics with Applications · 1996 · 3K citations

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From data mining to knowledge discovery: an overview

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth · Knowledge Discovery and Data Mining · 1996 · 2.3K citations

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Fast discovery of association rules

Rakesh Agrawal, Heikki Mannila, Ramakrishnan Srikant et al. · Knowledge Discovery and Data Mining · 1996 · 2.3K citations

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Applications of machine learning and rule induction

Pat Langley, Herbert A. Simon · Communications of the ACM · 1995 · 504 citations

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Bayesian networks for knowledge discovery

David Heckerman · Knowledge Discovery and Data Mining · 1996 · 146 citations

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