Platas-López, Alejandro; Mezura-Montes, Efrén; Cruz-Ramírez, Nicandro; Guerra-Hernández, Alejandro Discriminative learning of Bayesian network parameters by differential evolution. (English) Zbl 1481.68039 Appl. Math. Modelling 93, 244-256 (2021). MSC: 68T05 62H22 68T20 PDFBibTeX XMLCite \textit{A. Platas-López} et al., Appl. Math. Modelling 93, 244--256 (2021; Zbl 1481.68039) Full Text: DOI
Taheri, Sona; Mammadov, Musa Structure learning of Bayesian networks using global optimization with applications in data classification. (English) Zbl 1327.90355 Optim. Lett. 9, No. 5, 931-948 (2015). MSC: 90C35 90B15 90C26 PDFBibTeX XMLCite \textit{S. Taheri} and \textit{M. Mammadov}, Optim. Lett. 9, No. 5, 931--948 (2015; Zbl 1327.90355) Full Text: DOI Link
Fernández-Delgado, Manuel; Cernadas, Eva; Barro, Senén; Amorim, Dinani Do we need hundreds of classifiers to solve real world classification problems? (English) Zbl 1319.62005 J. Mach. Learn. Res. 15, 3133-3181 (2014). MSC: 62-07 62H30 68T05 PDFBibTeX XMLCite \textit{M. Fernández-Delgado} et al., J. Mach. Learn. Res. 15, 3133--3181 (2014; Zbl 1319.62005) Full Text: Link
Taheri, Sona; Mammadov, Musa Learning the naive Bayes classifier with optimization models. (English) Zbl 1284.93218 Int. J. Appl. Math. Comput. Sci. 23, No. 4, 787-795 (2013). MSC: 93E03 62D05 PDFBibTeX XMLCite \textit{S. Taheri} and \textit{M. Mammadov}, Int. J. Appl. Math. Comput. Sci. 23, No. 4, 787--795 (2013; Zbl 1284.93218) Full Text: DOI
Brogini, Adriana; Slanzi, Debora On using Bayesian networks for complexity reduction in decision trees. (English) Zbl 1332.62029 Stat. Methods Appl. 19, No. 1, 127-139 (2010). MSC: 62C10 62H20 62F15 68T35 PDFBibTeX XMLCite \textit{A. Brogini} and \textit{D. Slanzi}, Stat. Methods Appl. 19, No. 1, 127--139 (2010; Zbl 1332.62029) Full Text: DOI Link