Ech-Chafiq, Zineb El Filali; Labordère, Pierre Henry; Lelong, Jérôme Pricing Bermudan options using regression trees/random forests. (English) Zbl 1528.91073 SIAM J. Financ. Math. 14, No. 4, 1113-1139 (2023). MSC: 91G20 60G40 62L20 91G60 68W25 PDFBibTeX XMLCite \textit{Z. E. F. Ech-Chafiq} et al., SIAM J. Financ. Math. 14, No. 4, 1113--1139 (2023; Zbl 1528.91073) Full Text: DOI arXiv
Ren, Zhimei; Wei, Yuting; Candès, Emmanuel Derandomizing knockoffs. (English) Zbl 07707214 J. Am. Stat. Assoc. 118, No. 542, 948-958 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Ren} et al., J. Am. Stat. Assoc. 118, No. 542, 948--958 (2023; Zbl 07707214) Full Text: DOI arXiv
D’Amato, Valeria; D’Ecclesia, Rita; Levantesi, Susanna ESG score prediction through random forest algorithm. (English) Zbl 07557214 Comput. Manag. Sci. 19, No. 2, 347-373 (2022). MSC: 90Bxx PDFBibTeX XMLCite \textit{V. D'Amato} et al., Comput. Manag. Sci. 19, No. 2, 347--373 (2022; Zbl 07557214) Full Text: DOI
Zain, Zuhaira M.; Alturki, Nazik M. COVID-19 pandemic forecasting using CNN-LSTM: a hybrid approach. (English) Zbl 1486.92302 J. Control Sci. Eng. 2021, Article ID 8785636, 23 p. (2021). MSC: 92D30 62P10 62M20 PDFBibTeX XMLCite \textit{Z. M. Zain} and \textit{N. M. Alturki}, J. Control Sci. Eng. 2021, Article ID 8785636, 23 p. (2021; Zbl 1486.92302) Full Text: DOI
Lu, Benjamin; Hardin, Johanna A unified framework for random forest prediction error estimation. (English) Zbl 07370525 J. Mach. Learn. Res. 22, Paper No. 8, 41 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Lu} and \textit{J. Hardin}, J. Mach. Learn. Res. 22, Paper No. 8, 41 p. (2021; Zbl 07370525) Full Text: arXiv Link
Yu, Chen; Li, Haochen; Xia, Jiangjiang; Wen, Hanqiuzi; Zhang, Pingwen A data-driven random subfeature ensemble learning algorithm for weather forecasting. (English) Zbl 1473.62382 Commun. Comput. Phys. 28, No. 4, 1305-1320 (2020). MSC: 62P12 86A10 93B15 PDFBibTeX XMLCite \textit{C. Yu} et al., Commun. Comput. Phys. 28, No. 4, 1305--1320 (2020; Zbl 1473.62382) Full Text: DOI
Gweon, Hyukjun; Li, Shu; Mamon, Rogemar An effective bias-corrected bagging method for the valuation of large variable annuity portfolios. (English) Zbl 1454.91189 ASTIN Bull. 50, No. 3, 853-871 (2020). MSC: 91G05 62P05 PDFBibTeX XMLCite \textit{H. Gweon} et al., ASTIN Bull. 50, No. 3, 853--871 (2020; Zbl 1454.91189) Full Text: DOI
Xia, Jing; Pan, Su; Zhu, Min; Cai, Guolong; Yan, Molei; Su, Qun; Yan, Jing; Ning, Gangmin A long short-term memory ensemble approach for improving the outcome prediction in intensive care unit. (English) Zbl 1428.92058 Comput. Math. Methods Med. 2019, Article ID 8152713, 10 p. (2019). MSC: 92C50 62P10 62H30 PDFBibTeX XMLCite \textit{J. Xia} et al., Comput. Math. Methods Med. 2019, Article ID 8152713, 10 p. (2019; Zbl 1428.92058) Full Text: DOI
Lee, Simon C. K.; Lin, Sheldon Delta boosting machine with application to general insurance. (English) Zbl 1416.91199 N. Am. Actuar. J. 22, No. 3, 405-425 (2018). MSC: 91B30 91-04 62P05 PDFBibTeX XMLCite \textit{S. C. K. Lee} and \textit{S. Lin}, N. Am. Actuar. J. 22, No. 3, 405--425 (2018; Zbl 1416.91199) Full Text: DOI
Yılmaz Isıkhan, Selen; Karabulut, Erdem; Alpar, Celal Reha Determining cutoff point of ensemble trees based on sample size in predicting clinical dose with DNA microarray data. (English) Zbl 1423.92130 Comput. Math. Methods Med. 2016, Article ID 6794916, 9 p. (2016). MSC: 92C50 62P10 68T05 65C60 62J05 68T10 62J12 PDFBibTeX XMLCite \textit{S. Yılmaz Isıkhan} et al., Comput. Math. Methods Med. 2016, Article ID 6794916, 9 p. (2016; Zbl 1423.92130) Full Text: DOI
Khachay, Michael Committee polyhedral separability: complexity and polynomial approximation. (English) Zbl 1343.68198 Mach. Learn. 101, No. 1-3, 231-251 (2015). MSC: 68T05 62H30 68U05 68W25 90C27 PDFBibTeX XMLCite \textit{M. Khachay}, Mach. Learn. 101, No. 1--3, 231--251 (2015; Zbl 1343.68198) Full Text: DOI
Nguyen, Thanh-Tung; Huang, Joshua Z.; Nguyen, Thuy Thi Two-level quantile regression forests for bias correction in range prediction. (English) Zbl 1343.62022 Mach. Learn. 101, No. 1-3, 325-343 (2015). MSC: 62G08 62H30 68T05 PDFBibTeX XMLCite \textit{T.-T. Nguyen} et al., Mach. Learn. 101, No. 1--3, 325--343 (2015; Zbl 1343.62022) Full Text: DOI
Pardo, Carlos; Diez-Pastor, José F.; García-Osorio, César; Rodríguez, Juan J. Rotation Forests for regression. (English) Zbl 1290.68106 Appl. Math. Comput. 219, No. 19, 9914-9924 (2013). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{C. Pardo} et al., Appl. Math. Comput. 219, No. 19, 9914--9924 (2013; Zbl 1290.68106) Full Text: DOI
Zhang, Guoyi; Lu, Yan Bias-corrected random forests in regression. (English) Zbl 1514.62010 J. Appl. Stat. 39, No. 1, 151-160 (2012). MSC: 62-08 68T05 PDFBibTeX XMLCite \textit{G. Zhang} and \textit{Y. Lu}, J. Appl. Stat. 39, No. 1, 151--160 (2012; Zbl 1514.62010) Full Text: DOI
Samworth, Richard J. Optimal weighted nearest neighbour classifiers. (English) Zbl 1373.62317 Ann. Stat. 40, No. 5, 2733-2763 (2012). MSC: 62H30 62G20 PDFBibTeX XMLCite \textit{R. J. Samworth}, Ann. Stat. 40, No. 5, 2733--2763 (2012; Zbl 1373.62317) Full Text: DOI arXiv Euclid
Cutler, Adele Remembering Leo Breiman. (English) Zbl 1220.62002 Ann. Appl. Stat. 4, No. 4, 1621-1633 (2010). MSC: 62-03 01A70 PDFBibTeX XMLCite \textit{A. Cutler}, Ann. Appl. Stat. 4, No. 4, 1621--1633 (2010; Zbl 1220.62002) Full Text: DOI arXiv
Zhang, Chun-Xia; Zhang, Jiang-She; Zhang, Gai-Ying Using boosting to prune double-bagging ensembles. (English) Zbl 1452.62145 Comput. Stat. Data Anal. 53, No. 4, 1218-1231 (2009). MSC: 62-08 62H30 68T05 PDFBibTeX XMLCite \textit{C.-X. Zhang} et al., Comput. Stat. Data Anal. 53, No. 4, 1218--1231 (2009; Zbl 1452.62145) Full Text: DOI
Petersen, Maya L.; Molinaro, Annette M.; Sinisi, Sandra E.; Van der Laan, Mark J. Cross-validated bagged learning. (English) Zbl 1130.62038 J. Multivariate Anal. 98, No. 9, 1693-1704 (2007). MSC: 62G09 68T05 62G08 65C60 PDFBibTeX XMLCite \textit{M. L. Petersen} et al., J. Multivariate Anal. 98, No. 9, 1693--1704 (2007; Zbl 1130.62038) Full Text: DOI Link
Friedman, Jerome H.; Hall, Peter On bagging and nonlinear estimation. (English) Zbl 1104.62047 J. Stat. Plann. Inference 137, No. 3, 669-683 (2007). MSC: 62G09 62E20 62F40 62G05 62F10 PDFBibTeX XMLCite \textit{J. H. Friedman} and \textit{P. Hall}, J. Stat. Plann. Inference 137, No. 3, 669--683 (2007; Zbl 1104.62047) Full Text: DOI Link
Gey, Servane; Poggi, Jean-Michel Boosting and instability for regression trees. (English) Zbl 1431.62155 Comput. Stat. Data Anal. 50, No. 2, 533-550 (2006). MSC: 62G08 62H30 68T05 62-08 PDFBibTeX XMLCite \textit{S. Gey} and \textit{J.-M. Poggi}, Comput. Stat. Data Anal. 50, No. 2, 533--550 (2006; Zbl 1431.62155) Full Text: DOI
Hall, Peter; Samworth, Richard Properties of bagged nearest neighbour classifiers. (English) Zbl 1069.62051 J. R. Stat. Soc., Ser. B, Stat. Methodol. 67, No. 3, 363-379 (2005). MSC: 62H30 65C60 62F15 PDFBibTeX XMLCite \textit{P. Hall} and \textit{R. Samworth}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 67, No. 3, 363--379 (2005; Zbl 1069.62051) Full Text: DOI
Jiang, Wenxin On weak base hypotheses and their implications for boosting regression and classification. (English) Zbl 1012.62066 Ann. Stat. 30, No. 1, 51-73 (2002). MSC: 62H30 62G08 68T05 62G99 PDFBibTeX XMLCite \textit{W. Jiang}, Ann. Stat. 30, No. 1, 51--73 (2002; Zbl 1012.62066) Full Text: DOI
Borra, Simone; Di Ciaccio, Agostino Improving nonparametric regression methods by bagging and boosting. (English) Zbl 1072.62562 Comput. Stat. Data Anal. 38, No. 4, 407-420 (2002). MSC: 62G08 65C60 PDFBibTeX XMLCite \textit{S. Borra} and \textit{A. Di Ciaccio}, Comput. Stat. Data Anal. 38, No. 4, 407--420 (2002; Zbl 1072.62562) Full Text: DOI
Ridgeway, Greg Looking for lumps: boosting and bagging for density estimation. (English) Zbl 1072.62560 Comput. Stat. Data Anal. 38, No. 4, 379-392 (2002). MSC: 62G07 65C60 PDFBibTeX XMLCite \textit{G. Ridgeway}, Comput. Stat. Data Anal. 38, No. 4, 379--392 (2002; Zbl 1072.62560) Full Text: DOI
Friedman, Jerome H. Stochastic gradient boosting. (English) Zbl 1072.65502 Comput. Stat. Data Anal. 38, No. 4, 367-378 (2002). MSC: 65C60 62J99 PDFBibTeX XMLCite \textit{J. H. Friedman}, Comput. Stat. Data Anal. 38, No. 4, 367--378 (2002; Zbl 1072.65502) Full Text: DOI
Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert Additive logistic regression: a statistical view of boosting. (With discussion and a rejoinder by the authors). (English) Zbl 1106.62323 Ann. Stat. 28, No. 2, 337-407 (2000). MSC: 62G08 62H30 68T05 PDFBibTeX XMLCite \textit{J. Friedman} et al., Ann. Stat. 28, No. 2, 337--407 (2000; Zbl 1106.62323) Full Text: DOI Euclid