Table 4 Modelling types used in credit... | Emerald Publishing

Table 4

Modelling types used in credit scoring models

Modelling types	References Authors
Ensembles	Li and Chen (2020)
Hybrid Systems	Antonakis and Sfakianakis (2009), Ince and Aktan (2009), Šušteršič et al. (2009), Liu and Bo (2011), Vukovic et al. (2012), Bravo et al. (2013), Kruppa et al. (2013), Verbraken et al. (2014), Řez áč (2015), Serrano-Cinca and Gutié rrez-Nieto (2016), Bastani et al. (2019), Çi ǧş ar and Ü nal (2019), Kozodoi et al. (2019), Nalić and Martinovic (2020), Ashofteh and Bravo (2021), Carta et al. (2021), Djeundje et al. (2021), Kang et al. (2021), Laborda and Ryoo (2021), Li et al. (2021), Roa et al. (2021), Roy and Shaw (2021a), Roy and Shaw (2021b), Xia et al. (2021), Kozodoi et al. (2022) and Roy and Shaw (2022)
Single-Model Approaches	Sinha and Zhao (2008), Finlay (2009), Finlay (2010), Kozeny (2015), Krichene (2017), Maldonado et al. (2017), Sariannidis et al. (2020), and Trivedi (2020) and Dastile and Celik (2021)

Modellingtypes	ReferencesAuthors
Ensembles	Li and Chen (2020)
HybridSystems	Antonakis and Sfakianakis (2009), Ince and Aktan (2009), Šušteršič et al. (2009), Liu and Bo (2011), Vukovic et al. (2012), Bravo et al. (2013), Kruppa et al. (2013), Verbraken et al. (2014), Řez áč (2015), Serrano-Cinca and Gutié rrez-Nieto (2016), Bastani et al. (2019), Çi ǧş ar and Ü nal (2019), Kozodoi et al. (2019), Nalić and Martinovic (2020), Ashofteh and Bravo (2021), Carta et al. (2021), Djeundje et al. (2021), Kang et al. (2021), Laborda and Ryoo (2021), Li et al. (2021), Roa et al. (2021), Roy and Shaw (2021a), Roy and Shaw (2021b), Xia et al. (2021), Kozodoi et al. (2022) and Roy and Shaw (2022)
Single-ModelApproaches	Sinha and Zhao (2008), Finlay (2009), Finlay (2010), Kozeny (2015), Krichene (2017), Maldonado et al. (2017), Sariannidis et al. (2020), and Trivedi (2020) and Dastile and Celik (2021)

Source(s): Own elaboration