Concept Drift Event

A Concept Drift Event is an Event where a Concept Description changes.

• AKA: Concept Drift.
• See: Evolution; Decision Trees; Ensemble Methods; Incremental Learning; Inductive Logic Programming; Lazy Learning.

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References

2011

• (Sammut & Harries, 2011) ⇒ Claude Sammut; Michael Harries. (2011). “Concept Drift.” In: (Sammut & Webb, 2011) p.202

2000

• (Klinkenberg & Joachims, 2000) ⇒ Ralf Klinkenberg, and [Thorsten Joachims]]. (2000). “Detecting Concept Drift with Support Vector Machines.” In: Proceedings of the Seventeenth International Conference on Machine Learning (ICmL 2000).

1996

• (Widmer & Kubat, 1996) ⇒ Gerhard Widmer, and Miroslav Kubat. (1996). “Learning in the Presence of Concept Drift and Hidden Contexts.” In: Machine Learning, 23(1). doi:10.1023/A:1018046501280
  • Cited by ~512 http://scholar.google.com/scholar?cites=2858870846748333605

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