This package contains 942 synthetic event streams that simulate concept drift in business processes. Each stream has only one drift. Different stream sizes, types and perspective of drift, and noise percentual are applied. Each event in the stream contains four main attributes: case identification, event name, event start time, event completion time.

Synthetic Event Streams / G. MARQUES TAVARES, S.B. Jr., P. Ceravolo. - (2019 Nov). [10.21227/2kxd-m509]

Synthetic Event Streams

G. MARQUES TAVARES
;
P. Ceravolo
2019

Abstract

This package contains 942 synthetic event streams that simulate concept drift in business processes. Each stream has only one drift. Different stream sizes, types and perspective of drift, and noise percentual are applied. Each event in the stream contains four main attributes: case identification, event name, event start time, event completion time.
nov-2019
Online Learning; Process Mining; Business Process Management; Synthetic Dataset
Settore INF/01 - Informatica
https://ieee-dataport.org/open-access/synthetic-event-streams
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synthetic_csv.zip

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Descrizione: Synthetic event streams
Tipologia: Altro
Dimensione 58.31 MB
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/691209
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