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11

GRC
2005
IEEE

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Temporal granular logic for temporal data mining

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Temporal granular logic for temporal data mining

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— In this article, a formalism for a speciﬁc temporal data mining task (the discovery of rules, inferred from databases of events having a temporal dimension), is deﬁned. The proposed theoretical framework, based on ﬁrst-order temporal logic, allows the deﬁnition of the main notions (event, temporal rule, constraint) in a formal way. This formalism is then extended to include the notion of temporal granularity and a detailed study is made to investigate the formal relationships between semantics for the same event in linear time structures with different granularities.

Paul Cotofrei, Kilian Stoffel

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GRC 2005 | Speciﬁc Temporal Data | Temporal Dimension | ﬁrst-order Temporal Logic |

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Added	24 Jun 2010
Updated	24 Jun 2010
Type	Conference
Year	2005
Where	GRC
Authors	Paul Cotofrei, Kilian Stoffel

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