Table 1 References in tourism studies on... | Emerald Publishing

Table 1

References in tourism studies on imbalanced data

Year	Author	Topic	Technique used	Period	Country
2002	Chawla et al	General paper on imbalanced data	Creation of synthetic samples	–	–
2012	Li and Sun	Firm failure prediction	K Nearest neighbour	1998–2010	China
2014	Xu et al	Financial distress of Chinese tourism and hospitality firms	Synthetic minority over-sampling	1999–2013	China
2018	Fernández et al	Recommendation of hotel stays	Logit regression model	2014	Various
2021	Guerra-Montenegro et al	Computational Intelligence in the hospitality industry	Systematic review	1998–2018	Various
2022	Ma	Planification strategies within a tourism management system	Pre-processing of the minority class	Unspecified	Unspecified
2022	Hoffman et al	Accommodations' sustainability	Comparison of the machine learning techniques	2020	37 European countries

Year	Author	Topic	Technique used	Period	Country
2002	Chawla et al	General paper on imbalanced data	Creation of synthetic samples	–	–
2012	Li and Sun	Firm failure prediction	K Nearest neighbour	1998–2010	China
2014	Xu et al	Financial distress of Chinese tourism and hospitality firms	Synthetic minority over-sampling	1999–2013	China
2018	Fernández et al	Recommendation of hotel stays	Logit regression model	2014	Various
2021	Guerra-Montenegro et al	Computational Intelligence in the hospitality industry	Systematic review	1998–2018	Various
2022	Ma	Planification strategies within a tourism management system	Pre-processing of the minority class	Unspecified	Unspecified
2022	Hoffman et al	Accommodations' sustainability	Comparison of the machine learning techniques	2020	37 European countries

Source(s): Prepared by the authors