“…Furthermore, other techniques have been used by distinct resource allocation methods, including Machine Learning algorithms (Huang, Lu and Duan, 2011; Huang, van der Aalst, Lu and Duan, 2011; Liu et al , 2008; Ly et al , 2005; Talib et al , 2010; Xu et al , 2014; Yingbo et al , 2007), Markov models (Huang, van der Aalst, Lu and Duan, 2011; Koschmider et al , 2011; van Hee et al , 2007), data mining techniques (Huang, Lu and Duan, 2011; Sindhgatta et al , 2016), constraints based-approaches (Barba et al , 2011, 2013), and multi-agent systems (Hsieh and Lin, 2014; Kress et al , 2007), among others.…”