Synthetic Event Streams

Synthetic Event Streams

Citation Author(s):
Gabriel
Marques Tavares
University of Milan
Sylvio
Barbon Jr.
State University of Londrina
Paolo
Ceravolo
University of Milan
Submitted by:
Gabriel Tavares
Last updated:
Tue, 11/19/2019 - 09:30
DOI:
10.21227/2kxd-m509
Data Format:
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Dataset Views:
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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.

Instructions: 

Characteristics:

Drift types (A): gradual, incremental, recurring and sudden;

Drift perspectives (B): time and trace;

Noise percentage (C): 0, 5, 10, 15, 20;

Number of cases in the stream (D): 100, 500, 1000;

Change patterns (E): baseline, cb, cd, cf, cp, IOR, IRO, lp, OIR, pl, pm, re, RIO, ROI, rp, sw;

The file name follows the pattern [A]_[B]_noise[C]_[D]_[E]

Comments

good 

Submitted by Abdul Razak on Wed, 11/27/2019 - 01:14

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[1] Gabriel Marques Tavares, Sylvio Barbon Jr., Paolo Ceravolo, "Synthetic Event Streams", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/2kxd-m509. Accessed: Feb. 28, 2020.
@data{2kxd-m509-19,
doi = {10.21227/2kxd-m509},
url = {http://dx.doi.org/10.21227/2kxd-m509},
author = {Gabriel Marques Tavares; Sylvio Barbon Jr.; Paolo Ceravolo },
publisher = {IEEE Dataport},
title = {Synthetic Event Streams},
year = {2019} }
TY - DATA
T1 - Synthetic Event Streams
AU - Gabriel Marques Tavares; Sylvio Barbon Jr.; Paolo Ceravolo
PY - 2019
PB - IEEE Dataport
UR - 10.21227/2kxd-m509
ER -
Gabriel Marques Tavares, Sylvio Barbon Jr., Paolo Ceravolo. (2019). Synthetic Event Streams. IEEE Dataport. http://dx.doi.org/10.21227/2kxd-m509
Gabriel Marques Tavares, Sylvio Barbon Jr., Paolo Ceravolo, 2019. Synthetic Event Streams. Available at: http://dx.doi.org/10.21227/2kxd-m509.
Gabriel Marques Tavares, Sylvio Barbon Jr., Paolo Ceravolo. (2019). "Synthetic Event Streams." Web.
1. Gabriel Marques Tavares, Sylvio Barbon Jr., Paolo Ceravolo. Synthetic Event Streams [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/2kxd-m509
Gabriel Marques Tavares, Sylvio Barbon Jr., Paolo Ceravolo. "Synthetic Event Streams." doi: 10.21227/2kxd-m509