A business process clustering algorithm using incremental covering arrays to explore search space and balanced Bayesian information criterion to evaluate quality of solutions

Hugo Ordoñez; Jose Torres-Jimenez; Carlos Cobos; Armando Ordoñez; Enrique Herrera-Viedma; Gildardo Maldonado-Martinez

doi:10.1371/journal.pone.0217686

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Open Access

Peer-reviewed

Research Article

A business process clustering algorithm using incremental covering arrays to explore search space and balanced Bayesian information criterion to evaluate quality of solutions

Hugo Ordoñez ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

* E-mail: hugoeraso@gmail.com (HO); ccobos@unicauca.edu.co (CC)

Affiliation Research Laboratory in Development of Software Engineering, Universidad de San Buenaventura, Cali, Valle del Cauca, Colombia
⨯
Jose Torres-Jimenez,

Roles Formal analysis, Funding acquisition, Resources, Supervision, Writing – original draft, Writing – review & editing

Affiliation Information Technology Laboratory, CINVESTAV-Tamaulipas. Cd. Victoria, Tamaulipas, México
⨯
Carlos Cobos ,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: hugoeraso@gmail.com (HO); ccobos@unicauca.edu.co (CC)

Affiliation Information Technology Research Group (GTI), Universidad del Cauca, Popayán, Cauca, Colombia

http://orcid.org/0000-0002-6263-1911

⨯
Armando Ordoñez,

Roles Supervision, Writing – original draft, Writing – review & editing

Affiliation Intelligent Management Systems, University Foundation of Popayán, Popayán, Cauca, Colombia
⨯
Enrique Herrera-Viedma,

Roles Supervision, Writing – original draft, Writing – review & editing

Affiliations Andalusian Research Institute in Data Science and Computational Intelligence, Universidad de Granada, Granada, Spain, Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia
⨯
Gildardo Maldonado-Martinez

Roles Supervision, Writing – original draft, Writing – review & editing

Affiliation Information Technology Laboratory, CINVESTAV-Tamaulipas. Cd. Victoria, Tamaulipas, México
⨯

A business process clustering algorithm using incremental covering arrays to explore search space and balanced Bayesian information criterion to evaluate quality of solutions

Hugo Ordoñez,
Jose Torres-Jimenez,
Carlos Cobos,
Armando Ordoñez,
Enrique Herrera-Viedma,
Gildardo Maldonado-Martinez

Published: June 13, 2019
https://doi.org/10.1371/journal.pone.0217686

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