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001-es BibID:	BIBFORM093075
035-os BibID:	(Scopus)85101319393
Első szerző:	Aldabbas, Ashraf Khaled Abd Elkareem (informatikus)
Cím:	On the constructive knowledge-based event intelligent identification mechanism / Ashraf AlDabbas, Zoltan Gal
Dátum:	2020
ISSN:	1992-8645 1817-3195
Megjegyzések:	The tenor of Complex Event Processing (CEP) is overly exploited to notice endurable information from the latent knowledge flow. Within this research, we provide associate degree creative methodology of CEP so as to achieve a fully developed level of process patterns or events counting on the constructive feature computing. We presented constructive event detection technique to find situations when the event's statute has transferred over a special event to a complex event by generating an emphasis centerpiece to components of complex interconnection by utilizing stacked bidirectional Long Short-Term Memory (LSTM) networks. The Constructive Knowledge-based Event (CKE) detection method tested on the data set provides over 90% of the special events hit rate of the Saturn/Cassini-Huygens interplanetary project. This approach empowers analyses of vast volumes of data within a small-time interval.
Tárgyszavak:	Műszaki tudományok Informatikai tudományok idegen nyelvű folyóiratközlemény külföldi lapban folyóiratcikk Artificial Intelligence Complex Event Data Analytics Constructive Knowledge-Based Event
Megjelenés:	Journal of Theoretical and Applied Information Technology. - 98 : 24 (2020), p. 4169-4180. -
További szerzők:	Gál Zoltán (1966-) (informatikus)
Internet cím:	Szerző által megadott URL Intézményi repozitóriumban (DEA) tárolt változat
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