Inductive discovery of laws using monotonic rules

We are considering knowledge discovery from data describing a piece of real or abstract world. The patterns being induced put in evidence some laws hidden in the data. The most natural representation of patterns-laws is by “ if..., then...” decision rules relating some conditions with some decisions...

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Veröffentlicht in:	Engineering applications of artificial intelligence 2012-03, Vol.25 (2), p.284-294
Hauptverfasser:	BŁaszczyński, Jerzy, Greco, Salvatore, SŁowiński, Roman
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Decision analysis Decision rules Dominance-based Rough Set Approach Expert systems Inductive learning Knowledge discovery Laws Mathematical models Methodology Monotonicity Representations Rough Sets Transformations
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