Katsafados, Apostolos G.; Leledakis, George N.; Pyrgiotakis, Emmanouil G.; Androutsopoulos, Ion; Fergadiotis, Manos Machine learning in bank merger prediction: a text-based approach. (English) Zbl 07764658 Eur. J. Oper. Res. 312, No. 2, 783-797 (2024). MSC: 90Bxx PDF BibTeX XML Cite \textit{A. G. Katsafados} et al., Eur. J. Oper. Res. 312, No. 2, 783--797 (2024; Zbl 07764658) Full Text: DOI
Mei, Zhen; Zhao, Tao; Xie, Xiangpeng Hierarchical fuzzy regression tree: a new gradient boosting approach to design a TSK fuzzy model. (English) Zbl 07759669 Inf. Sci. 652, Article ID 119740, 18 p. (2024). MSC: 68-XX 94-XX PDF BibTeX XML Cite \textit{Z. Mei} et al., Inf. Sci. 652, Article ID 119740, 18 p. (2024; Zbl 07759669) Full Text: DOI
Koh, Woon Yuen; Tu, Chunhao A hybrid generalized propensity score approach for observational studies. (English) Zbl 07773975 Commun. Stat., Simulation Comput. 52, No. 9, 4459-4468 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Y. Koh} and \textit{C. Tu}, Commun. Stat., Simulation Comput. 52, No. 9, 4459--4468 (2023; Zbl 07773975) Full Text: DOI
Gweon, Hyukjun A power-controlled reliability assessment for multi-class probabilistic classifiers. (English) Zbl 07773158 Adv. Data Anal. Classif., ADAC 17, No. 4, 927-949 (2023). MSC: 62F03 62F15 PDF BibTeX XML Cite \textit{H. Gweon}, Adv. Data Anal. Classif., ADAC 17, No. 4, 927--949 (2023; Zbl 07773158) Full Text: DOI
Zhu, Rong; Liang, Hua; Ruppert, David Ensemble subset regression (ENSURE): efficient high-dimensional prediction. (English) Zbl 07767613 Stat. Sin. 33, Spec. Iss., 1411-1434 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Zhu} et al., Stat. Sin. 33, 1411--1434 (2023; Zbl 07767613) Full Text: DOI
Häfner, Samuel Risk aversion in share auctions: estimating import rents from TRQs in Switzerland. (English) Zbl 07766848 Quant. Econ. 14, No. 2, 419-470 (2023). MSC: 91-XX PDF BibTeX XML Cite \textit{S. Häfner}, Quant. Econ. 14, No. 2, 419--470 (2023; Zbl 07766848) Full Text: DOI OA License
Koop, Gary; Korobilis, Dimitris Bayesian dynamic variable selection in high dimensions. (English) Zbl 07766764 Int. Econ. Rev. 64, No. 3, 1047-1074 (2023). MSC: 91Bxx PDF BibTeX XML Cite \textit{G. Koop} and \textit{D. Korobilis}, Int. Econ. Rev. 64, No. 3, 1047--1074 (2023; Zbl 07766764) Full Text: DOI arXiv OA License
Gutina, Daria; Bärmann, Andreas; Roeder, Georg; Schellenberger, Martin; Liers, Frauke Optimization over decision trees: a case study for the design of stable direct-current electricity networks. (English) Zbl 07766649 Optim. Eng. 24, No. 4, 2651-2691 (2023). MSC: 90C11 90B10 68T05 PDF BibTeX XML Cite \textit{D. Gutina} et al., Optim. Eng. 24, No. 4, 2651--2691 (2023; Zbl 07766649) Full Text: DOI OA License
Feng, Jean; Sondhi, Arjun; Perry, Jessica; Simon, Noah Selective prediction-set models with coverage rate guarantees. (English) Zbl 1522.62126 Biometrics 79, No. 2, 811-825 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{J. Feng} et al., Biometrics 79, No. 2, 811--825 (2023; Zbl 1522.62126) Full Text: DOI
Masotti, Maria; Zhang, Lin; Leng, Ethan; Metzger, Gregory J.; Koopmeiners, Joseph S. A novel Bayesian functional spatial partitioning method with application to prostate cancer lesion detection using MRI. (English) Zbl 1522.62200 Biometrics 79, No. 2, 604-615 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{M. Masotti} et al., Biometrics 79, No. 2, 604--615 (2023; Zbl 1522.62200) Full Text: DOI
Bai, Yun; Tian, Ganglin; Kang, Yanfei; Jia, Suling A hybrid ensemble method with negative correlation learning for regression. (English) Zbl 07753628 Mach. Learn. 112, No. 10, 3881-3916 (2023). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. Bai} et al., Mach. Learn. 112, No. 10, 3881--3916 (2023; Zbl 07753628) Full Text: DOI arXiv
Bégin, Jean-François Ensemble economic scenario generators: unity makes strength. (English) Zbl 07752662 N. Am. Actuar. J. 27, No. 3, 444-471 (2023). MSC: 91G05 PDF BibTeX XML Cite \textit{J.-F. Bégin}, N. Am. Actuar. J. 27, No. 3, 444--471 (2023; Zbl 07752662) Full Text: DOI
Cai, Zhibo; Xia, Yingcun; Hang, Weiqiang An outer-product-of-gradient approach to dimension reduction and its application to classification in high dimensional space. (English) Zbl 07751799 J. Am. Stat. Assoc. 118, No. 543, 1671-1681 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Cai} et al., J. Am. Stat. Assoc. 118, No. 543, 1671--1681 (2023; Zbl 07751799) Full Text: DOI
Hamrani, Abderrachid; Akbarzadeh, Abdolhamid; Madramootoo, Chandra A.; Bouarab, Fatma Zohra Machine learning surrogate modeling for meshless methods: leveraging universal approximation. (English) Zbl 07747958 Int. J. Comput. Methods 20, No. 8, Article ID 2141022, 50 p. (2023). MSC: 68-XX 65-XX PDF BibTeX XML Cite \textit{A. Hamrani} et al., Int. J. Comput. Methods 20, No. 8, Article ID 2141022, 50 p. (2023; Zbl 07747958) Full Text: DOI
Chang, Ming-Chung Predictive subdata selection for computer models. (English) Zbl 07747462 J. Comput. Graph. Stat. 32, No. 2, 613-630 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{M.-C. Chang}, J. Comput. Graph. Stat. 32, No. 2, 613--630 (2023; Zbl 07747462) Full Text: DOI
Hambitzer, Anna; Gerault, David; Huang, Yun Ju; Aaraj, Najwa; Bellini, Emanuele NNBits: bit profiling with a deep learning ensemble based distinguisher. (English) Zbl 07745617 Rosulek, Mike (ed.), Topics in cryptology – CT-RSA 2023. Cryptographers’ track at the RSA conference 2023, San Francisco, CA, USA, April 24–27, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13871, 493-523 (2023). MSC: 68P25 68T07 94A60 PDF BibTeX XML Cite \textit{A. Hambitzer} et al., Lect. Notes Comput. Sci. 13871, 493--523 (2023; Zbl 07745617) Full Text: DOI
Gómez-Méndez, Irving; Joly, Emilien Regression with missing data, a comparison study of techniques based on random forests. (English) Zbl 07739737 J. Stat. Comput. Simulation 93, No. 12, 1924-1949 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{I. Gómez-Méndez} and \textit{E. Joly}, J. Stat. Comput. Simulation 93, No. 12, 1924--1949 (2023; Zbl 07739737) Full Text: DOI arXiv
Park, Hoyoung; Loh, Ji Meng; Jang, Woncheol Nonparametric inference for interval data using kernel methods. (English) Zbl 07739675 J. Nonparametric Stat. 35, No. 3, 455-473 (2023). MSC: 62G07 62G08 PDF BibTeX XML Cite \textit{H. Park} et al., J. Nonparametric Stat. 35, No. 3, 455--473 (2023; Zbl 07739675) Full Text: DOI
Tu, Yundong; Xie, Xinling Forecasting vector autoregressions with mixed roots in the vicinity of unity. (English) Zbl 07739040 Econom. Rev. 42, No. 7, 556-585 (2023). MSC: 62P20 PDF BibTeX XML Cite \textit{Y. Tu} and \textit{X. Xie}, Econom. Rev. 42, No. 7, 556--585 (2023; Zbl 07739040) Full Text: DOI
Zou, Jiahui; Yuan, Chaoxia; Zhang, Xinyu; Zou, Guohua; Wan, Alan T. K. Model averaging for support vector classifier by cross-validation. (English) Zbl 1517.62053 Stat. Comput. 33, No. 5, Paper No. 117, 22 p. (2023). MSC: 62-08 62H30 68T05 PDF BibTeX XML Cite \textit{J. Zou} et al., Stat. Comput. 33, No. 5, Paper No. 117, 22 p. (2023; Zbl 1517.62053) Full Text: DOI arXiv
Szomolányi, Orsolya; Clement, Adrienne Use of random forest for assessing the effect of water quality parameters on the biological status of surface waters. (English) Zbl 1517.62086 GEM. Int. J. Geomath. 14, Paper No. 20, 29 p. (2023). MSC: 62P12 PDF BibTeX XML Cite \textit{O. Szomolányi} and \textit{A. Clement}, GEM. Int. J. Geomath. 14, Paper No. 20, 29 p. (2023; Zbl 1517.62086) Full Text: DOI
Erdélyi, Dániel; Kern, Zoltán; Nyitrai, Tamás; Hatvani, István Gábor Predicting the spatial distribution of stable isotopes in precipitation using a machine learning approach: a comparative assessment of random forest variants. (English) Zbl 1516.86009 GEM. Int. J. Geomath. 14, Paper No. 14, 19 p. (2023). MSC: 86A32 62P12 68T05 PDF BibTeX XML Cite \textit{D. Erdélyi} et al., GEM. Int. J. Geomath. 14, Paper No. 14, 19 p. (2023; Zbl 1516.86009) Full Text: DOI
Lopez-Carmona, Miguel A.; Paricio Garcia, Alvaro Linear and nonlinear model predictive control (MPC) for regulating pedestrian flows with discrete speed instructions. (English) Zbl 07723539 Physica A 625, Article ID 128996, 26 p. (2023). MSC: 82-XX PDF BibTeX XML Cite \textit{M. A. Lopez-Carmona} and \textit{A. Paricio Garcia}, Physica A 625, Article ID 128996, 26 p. (2023; Zbl 07723539) Full Text: DOI
Xu, Che; Chang, Wenjun; Liu, Weiyong Data-driven decision model based on local two-stage weighted ensemble learning. (English) Zbl 07712062 Ann. Oper. Res. 325, No. 2, 995-1028 (2023). MSC: 68Txx 90Cxx 62Hxx PDF BibTeX XML Cite \textit{C. Xu} et al., Ann. Oper. Res. 325, No. 2, 995--1028 (2023; Zbl 07712062) Full Text: DOI
Agboola, Oluwagbenga David; Yu, Han Neighborhood-based cross fitting approach to treatment effects with high-dimensional data. (English) Zbl 07711801 Comput. Stat. Data Anal. 186, Article ID 107780, 35 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{O. D. Agboola} and \textit{H. Yu}, Comput. Stat. Data Anal. 186, Article ID 107780, 35 p. (2023; Zbl 07711801) Full Text: DOI
Capanu, Marinela; Giurcanu, Mihai; Begg, Colin B.; Gönen, Mithat Subsampling based variable selection for generalized linear models. (English) Zbl 07711776 Comput. Stat. Data Anal. 184, Article ID 107740, 18 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{M. Capanu} et al., Comput. Stat. Data Anal. 184, Article ID 107740, 18 p. (2023; Zbl 07711776) Full Text: DOI
Hapfelmeier, Alexander; Hornung, Roman; Haller, Bernhard Efficient permutation testing of variable importance measures by the example of random forests. (English) Zbl 07710144 Comput. Stat. Data Anal. 181, Article ID 107689, 18 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{A. Hapfelmeier} et al., Comput. Stat. Data Anal. 181, Article ID 107689, 18 p. (2023; Zbl 07710144) Full Text: DOI
Ionides, Edward L.; Asfaw, Kidus; Park, Joonha; King, Aaron A. Bagged filters for partially observed interacting systems. (English) Zbl 07707224 J. Am. Stat. Assoc. 118, No. 542, 1078-1089 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{E. L. Ionides} et al., J. Am. Stat. Assoc. 118, No. 542, 1078--1089 (2023; Zbl 07707224) 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 PDF BibTeX XML Cite \textit{Z. Ren} et al., J. Am. Stat. Assoc. 118, No. 542, 948--958 (2023; Zbl 07707214) Full Text: DOI arXiv
Marino, Mario; Levantesi, Susanna; Nigri, Andrea A neural approach to improve the Lee-Carter mortality density forecasts. (English) Zbl 1520.91345 N. Am. Actuar. J. 27, No. 1, 148-165 (2023). MSC: 91G05 62P05 62M45 PDF BibTeX XML Cite \textit{M. Marino} et al., N. Am. Actuar. J. 27, No. 1, 148--165 (2023; Zbl 1520.91345) Full Text: DOI
Lim, Munwon; Vidakovic, Brani; Bae, Suk Joo Fault classification via energy based features of two-dimensional image data. (English) Zbl 07706276 Commun. Stat., Theory Methods 52, No. 11, 3939-3959 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Lim} et al., Commun. Stat., Theory Methods 52, No. 11, 3939--3959 (2023; Zbl 07706276) Full Text: DOI
Saha, Arkajyoti; Basu, Sumanta; Datta, Abhirup Random forests for spatially dependent data. (English) Zbl 1514.68262 J. Am. Stat. Assoc. 118, No. 541, 665-683 (2023). MSC: 68T05 62D20 62M30 PDF BibTeX XML Cite \textit{A. Saha} et al., J. Am. Stat. Assoc. 118, No. 541, 665--683 (2023; Zbl 1514.68262) Full Text: DOI
Mohr, Felix; Wever, Marcel Naive automated machine learning. (English) Zbl 07702698 Mach. Learn. 112, No. 4, 1131-1170 (2023). MSC: 68T05 PDF BibTeX XML Cite \textit{F. Mohr} and \textit{M. Wever}, Mach. Learn. 112, No. 4, 1131--1170 (2023; Zbl 07702698) Full Text: DOI arXiv
Rathnayake, Rasanji C.; Olive, David J. Bootstrapping some GLM and survival regression variable selection estimators. (English) Zbl 07702527 Commun. Stat., Theory Methods 52, No. 8, 2625-2645 (2023). MSC: 62F40 62J12 PDF BibTeX XML Cite \textit{R. C. Rathnayake} and \textit{D. J. Olive}, Commun. Stat., Theory Methods 52, No. 8, 2625--2645 (2023; Zbl 07702527) Full Text: DOI
Kaur, Manpreet; Rattan, Dhavleesh A systematic literature review on the use of machine learning in code clone research. (English) Zbl 07698733 Comput. Sci. Rev. 47, Article ID 100528, 34 p. (2023). MSC: 68-02 68-XX PDF BibTeX XML Cite \textit{M. Kaur} and \textit{D. Rattan}, Comput. Sci. Rev. 47, Article ID 100528, 34 p. (2023; Zbl 07698733) Full Text: DOI
Matha, Marcel; Kucharczyk, Karsten; Morsbach, Christian Evaluation of physics constrained data-driven methods for turbulence model uncertainty quantification. (English) Zbl 1521.76750 Comput. Fluids 255, Article ID 105837, 16 p. (2023). MSC: 76M99 PDF BibTeX XML Cite \textit{M. Matha} et al., Comput. Fluids 255, Article ID 105837, 16 p. (2023; Zbl 1521.76750) Full Text: DOI arXiv
Maturo, Fabrizio; Verde, Rosanna Supervised classification of curves via a combined use of functional data analysis and tree-based methods. (English) Zbl 07696216 Comput. Stat. 38, No. 1, 419-459 (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{F. Maturo} and \textit{R. Verde}, Comput. Stat. 38, No. 1, 419--459 (2023; Zbl 07696216) Full Text: DOI
Mukhopadhyay, Subhadeep Modelplasticity and abductive decision making. (English) Zbl 1515.91057 Decis. Econ. Finance 46, No. 1, 255-276 (2023). MSC: 91B06 PDF BibTeX XML Cite \textit{S. Mukhopadhyay}, Decis. Econ. Finance 46, No. 1, 255--276 (2023; Zbl 1515.91057) Full Text: DOI
Zhang, Xinyu; Liu, Chu-An Model averaging prediction by \(K\)-fold cross-validation. (English) Zbl 07693708 J. Econom. 235, No. 1, 280-301 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{X. Zhang} and \textit{C.-A. Liu}, J. Econom. 235, No. 1, 280--301 (2023; Zbl 07693708) Full Text: DOI
Kueck, Jannis; Luo, Ye; Spindler, Martin; Wang, Zigan Estimation and inference of treatment effects with \(L_2\)-boosting in high-dimensional settings. (English) Zbl 07693691 J. Econom. 234, No. 2, 714-731 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{J. Kueck} et al., J. Econom. 234, No. 2, 714--731 (2023; Zbl 07693691) Full Text: DOI arXiv
Manzali, Youness; Elfar, Mohamed Random forest pruning techniques: a recent review. (English) Zbl 07692777 SN Oper. Res. Forum 4, No. 2, Paper No. 43, 14 p. (2023). MSC: 68Txx PDF BibTeX XML Cite \textit{Y. Manzali} and \textit{M. Elfar}, SN Oper. Res. Forum 4, No. 2, Paper No. 43, 14 p. (2023; Zbl 07692777) Full Text: DOI
Sun, Yifei; Chiou, Sy Han; Wu, Colin O.; McGarry, Meghan E.; Huang, Chiung-Yu Dynamic risk prediction triggered by intermediate events using survival tree ensembles. (English) Zbl 07692387 Ann. Appl. Stat. 17, No. 2, 1375-1397 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{Y. Sun} et al., Ann. Appl. Stat. 17, No. 2, 1375--1397 (2023; Zbl 07692387) Full Text: DOI arXiv
Reynolds, Evan L.; Callaghan, Brian C.; Gaies, Michael; Banerjee, Mousumi Regression trees and ensemble for multivariate outcomes. (English) Zbl 07683113 Sankhyā, Ser. B 85, No. 1, 77-109 (2023). MSC: 62H30 62P10 68W01 PDF BibTeX XML Cite \textit{E. L. Reynolds} et al., Sankhyā, Ser. B 85, No. 1, 77--109 (2023; Zbl 07683113) Full Text: DOI
Tomal, Jabed H.; Welch, William J.; Zamar, Ruben H. Robust ranking by ensembling of diverse models and assessment metrics. (English) Zbl 07677406 J. Stat. Comput. Simulation 93, No. 1, 77-102 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. H. Tomal} et al., J. Stat. Comput. Simulation 93, No. 1, 77--102 (2023; Zbl 07677406) Full Text: DOI
Ollech, Daniel; Webel, Karsten A random forest-based approach to combining and ranking seasonality tests. (English) Zbl 1507.62400 J. Econom. Methods 12, No. 1, 117-130 (2023). MSC: 62P20 62H30 68T05 PDF BibTeX XML Cite \textit{D. Ollech} and \textit{K. Webel}, J. Econom. Methods 12, No. 1, 117--130 (2023; Zbl 1507.62400) Full Text: DOI
Soukarieh, Inass; Bouzebda, Salim Renewal type bootstrap for increasing degree \(U\)-process of a Markov chain. (English) Zbl 1521.60036 J. Multivariate Anal. 195, Article ID 105143, 25 p. (2023). MSC: 60J05 60F05 60F15 60K05 62G09 PDF BibTeX XML Cite \textit{I. Soukarieh} and \textit{S. Bouzebda}, J. Multivariate Anal. 195, Article ID 105143, 25 p. (2023; Zbl 1521.60036) Full Text: DOI
Lee, Ji Hyung; Shin, Youngki Complete subset averaging for quantile regressions. (English) Zbl 07659825 Econom. Theory 39, No. 1, 146-188 (2023). MSC: 62P20 PDF BibTeX XML Cite \textit{J. H. Lee} and \textit{Y. Shin}, Econom. Theory 39, No. 1, 146--188 (2023; Zbl 07659825) Full Text: DOI arXiv
Churchill, Victor; Manns, Steve; Chen, Zhen; Xiu, Dongbin Robust modeling of unknown dynamical systems via ensemble averaged learning. (English) Zbl 07640582 J. Comput. Phys. 474, Article ID 111842, 12 p. (2023). MSC: 68Txx 65Lxx 35Qxx PDF BibTeX XML Cite \textit{V. Churchill} et al., J. Comput. Phys. 474, Article ID 111842, 12 p. (2023; Zbl 07640582) Full Text: DOI arXiv
Doumpos, Michalis; Zopounidis, Constantin; Gounopoulos, Dimitrios; Platanakis, Emmanouil; Zhang, Wenke Operational research and artificial intelligence methods in banking. (English) Zbl 07633817 Eur. J. Oper. Res. 306, No. 1, 1-16 (2023). MSC: 90Bxx PDF BibTeX XML Cite \textit{M. Doumpos} et al., Eur. J. Oper. Res. 306, No. 1, 1--16 (2023; Zbl 07633817) Full Text: DOI
Barreiro-Ures, Daniel; Cao, Ricardo; Francisco-Fernández, Mario Computational efficiency of bagging bootstrap bandwidth selection for density estimation with big data. (English) Zbl 1497.62076 Balakrishnan, Narayanaswamy (ed.) et al., Trends in mathematical, information and data sciences. A tribute to Leandro Pardo. Based on the presentations at the symposium on information theory with applications to statistical inference, Madrid, Spain, December 2, 2019. Cham: Springer. Stud. Syst. Decis. Control 445, 307-317 (2023). MSC: 62F40 62-08 62R07 PDF BibTeX XML Cite \textit{D. Barreiro-Ures} et al., Stud. Syst. Decis. Control 445, 307--317 (2023; Zbl 1497.62076) Full Text: DOI
Iraj, Elaheh H.; Terekhov, Daria Inverse attribute-based optimization with an application in assortment optimization. (English) Zbl 07772024 Int. Trans. Oper. Res. 29, No. 6, 3514-3536 (2022). MSC: 90-XX PDF BibTeX XML Cite \textit{E. H. Iraj} and \textit{D. Terekhov}, Int. Trans. Oper. Res. 29, No. 6, 3514--3536 (2022; Zbl 07772024) Full Text: DOI
Scharfstein, Daniel O.; Steingrimsson, Jon; McDermott, Aidan; Wang, Chenguang; Ray, Souvik; Campbell, Aimee; Nunes, Edward; Matthews, Abigail Global sensitivity analysis of randomized trials with nonmonotone missing binary outcomes: application to studies of substance use disorders. (English) Zbl 1520.62320 Biometrics 78, No. 2, 649-659 (2022). MSC: 62P10 PDF BibTeX XML Cite \textit{D. O. Scharfstein} et al., Biometrics 78, No. 2, 649--659 (2022; Zbl 1520.62320) Full Text: DOI
Takáč, Zdenko; Uriz, Mikel; Galar, Mikel; Paternain, Daniel; Bustince, Humberto Discrete IV \(d_G\)-Choquet integrals with respect to admissible orders. (English) Zbl 1522.28035 Fuzzy Sets Syst. 441, 169-195 (2022). MSC: 28E10 PDF BibTeX XML Cite \textit{Z. Takáč} et al., Fuzzy Sets Syst. 441, 169--195 (2022; Zbl 1522.28035) Full Text: DOI
Levine, Matthew E.; Stuart, Andrew M. A framework for machine learning of model error in dynamical systems. (English) Zbl 07750994 Commun. Am. Math. Soc. 2, 283-344 (2022). MSC: 68T30 37A30 37M10 37M25 41A30 PDF BibTeX XML Cite \textit{M. E. Levine} and \textit{A. M. Stuart}, Commun. Am. Math. Soc. 2, 283--344 (2022; Zbl 07750994) Full Text: DOI arXiv
Nagayama, Mizuo; Aritake, Toshimitsu; Hino, Hideitsu; Kanda, Takeshi; Miyazaki, Takehiro; Yanagisawa, Masashi; Akaho, Shotaro; Murata, Noboru Detecting cell assemblies by NMF-based clustering from calcium imaging data. (English) Zbl 07750020 Neural Netw. 149, 29-39 (2022). MSC: 92C55 92B20 PDF BibTeX XML Cite \textit{M. Nagayama} et al., Neural Netw. 149, 29--39 (2022; Zbl 07750020) Full Text: DOI
Yuan, Beibei; Heiser, Willem; de Rooij, Mark A comparison of two dissimilarity functions for mixed-type predictor variables in the \(\delta\)-machine. (English) Zbl 07703091 Adv. Data Anal. Classif., ADAC 16, No. 4, 875-907 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{B. Yuan} et al., Adv. Data Anal. Classif., ADAC 16, No. 4, 875--907 (2022; Zbl 07703091) Full Text: DOI
Friedrich, Sarah; Antes, Gerd; Behr, Sigrid; Binder, Harald; Brannath, Werner; Dumpert, Florian; Ickstadt, Katja; Kestler, Hans A.; Lederer, Johannes; Leitgöb, Heinz; Pauly, Markus; Steland, Ansgar; Wilhelm, Adalbert; Friede, Tim Is there a role for statistics in artificial intelligence? (English) Zbl 07703089 Adv. Data Anal. Classif., ADAC 16, No. 4, 823-846 (2022). MSC: 68T01 62-02 PDF BibTeX XML Cite \textit{S. Friedrich} et al., Adv. Data Anal. Classif., ADAC 16, No. 4, 823--846 (2022; Zbl 07703089) Full Text: DOI arXiv
Mushagalusa, Ciza Arsène; Fandohan, Adandé Belarmain; Glèlè Kakaï, Romain Random forests in count data modelling: an analysis of the influence of data features and overdispersion on regression performance. (English) Zbl 07654604 J. Probab. Stat. 2022, Article ID 2833537, 21 p. (2022). MSC: 62Jxx 62-XX 62Gxx PDF BibTeX XML Cite \textit{C. A. Mushagalusa} et al., J. Probab. Stat. 2022, Article ID 2833537, 21 p. (2022; Zbl 07654604) Full Text: DOI
Duval, Francis; Boucher, Jean-Philippe; Pigeon, Mathieu How much telematics information do insurers need for claim classification? (English) Zbl 1507.91175 N. Am. Actuar. J. 26, No. 4, 570-590 (2022). MSC: 91G05 62P05 PDF BibTeX XML Cite \textit{F. Duval} et al., N. Am. Actuar. J. 26, No. 4, 570--590 (2022; Zbl 1507.91175) Full Text: DOI arXiv
Chi, Chien-Ming; Vossler, Patrick; Fan, Yingying; Lv, Jinchi Asymptotic properties of high-dimensional random forests. (English) Zbl 07641131 Ann. Stat. 50, No. 6, 3415-3438 (2022). MSC: 62G08 62G05 62H12 62G20 PDF BibTeX XML Cite \textit{C.-M. Chi} et al., Ann. Stat. 50, No. 6, 3415--3438 (2022; Zbl 07641131) Full Text: DOI arXiv Link
Lin, Shao-Bo; Tang, Shaojie; Wang, Yao; Di Wang Toward efficient ensemble learning with structure constraints: convergent algorithms and applications. (English) Zbl 07640783 INFORMS J. Comput. 34, No. 6, 3096-3116 (2022). MSC: 90Cxx PDF BibTeX XML Cite \textit{S.-B. Lin} et al., INFORMS J. Comput. 34, No. 6, 3096--3116 (2022; Zbl 07640783) Full Text: DOI
Lindholm, M.; Palmborg, L. Efficient use of data for LSTM mortality forecasting. (English) Zbl 1505.91334 Eur. Actuar. J. 12, No. 2, 749-778 (2022). MSC: 91G05 68T07 PDF BibTeX XML Cite \textit{M. Lindholm} and \textit{L. Palmborg}, Eur. Actuar. J. 12, No. 2, 749--778 (2022; Zbl 1505.91334) Full Text: DOI
Elie-Dit-Cosaque, Kévin; Maume-Deschamps, Véronique Random forest estimation of conditional distribution functions and conditional quantiles. (English) Zbl 07633945 Electron. J. Stat. 16, No. 2, 6553-6583 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Elie-Dit-Cosaque} and \textit{V. Maume-Deschamps}, Electron. J. Stat. 16, No. 2, 6553--6583 (2022; Zbl 07633945) Full Text: DOI arXiv Link
Abedin, Mohammad Zoynul; Hassan, M. Kabir; Khan, Imran; Julio, Ivan F. Feature transformation for corporate tax default prediction: application of machine learning approaches. (English) Zbl 07633340 Asia-Pac. J. Oper. Res. 39, No. 4, Article ID 2140017, 26 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Z. Abedin} et al., Asia-Pac. J. Oper. Res. 39, No. 4, Article ID 2140017, 26 p. (2022; Zbl 07633340) Full Text: DOI
Shin, Tacksoo; Long, Jeffrey D.; Davison, Mark L. An evaluation of methods to handle missing data in the context of latent variable interaction analysis: multiple imputation, maximum likelihood, and random forest algorithm. (English) Zbl 1499.62062 Jpn. J. Stat. Data Sci. 5, No. 2, 629-659 (2022). MSC: 62D10 PDF BibTeX XML Cite \textit{T. Shin} et al., Jpn. J. Stat. Data Sci. 5, No. 2, 629--659 (2022; Zbl 1499.62062) Full Text: DOI
Wang, Qing; Wei, Yujie Quantifying uncertainty of subsampling-based ensemble methods under a U-statistic framework. (English) Zbl 07632309 J. Stat. Comput. Simulation 92, No. 17, 3706-3726 (2022). MSC: 62-08 62J05 62J20 PDF BibTeX XML Cite \textit{Q. Wang} and \textit{Y. Wei}, J. Stat. Comput. Simulation 92, No. 17, 3706--3726 (2022; Zbl 07632309) Full Text: DOI
Lichtendahl, Kenneth C. jun.; Grushka-Cockayne, Yael; Jose, Victor Richmond; Winkler, Robert L. Extremizing and antiextremizing in Bayesian ensembles of binary-event forecasts. (English) Zbl 07625931 Oper. Res. 70, No. 5, 2998-3014 (2022). MSC: 62F15 62J12 PDF BibTeX XML Cite \textit{K. C. Lichtendahl jun.} et al., Oper. Res. 70, No. 5, 2998--3014 (2022; Zbl 07625931) Full Text: DOI
Le, Tri M.; Clarke, Bertrand S. Model averaging is asymptotically better than model selection for prediction. (English) Zbl 07625186 J. Mach. Learn. Res. 23, Paper No. 33, 53 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{T. M. Le} and \textit{B. S. Clarke}, J. Mach. Learn. Res. 23, Paper No. 33, 53 p. (2022; Zbl 07625186) Full Text: Link
Saadallah, Amal; Jakobs, Matthias; Morik, Katharina Explainable online ensemble of deep neural network pruning for time series forecasting. (English) Zbl 07624278 Mach. Learn. 111, No. 9, 3459-3487 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Saadallah} et al., Mach. Learn. 111, No. 9, 3459--3487 (2022; Zbl 07624278) Full Text: DOI
Wang, Chaojie; Du, Jin; Fan, Xiaodan High-dimensional correlation matrix estimation for general continuous data with Bagging technique. (English) Zbl 07624260 Mach. Learn. 111, No. 8, 2905-2927 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{C. Wang} et al., Mach. Learn. 111, No. 8, 2905--2927 (2022; Zbl 07624260) Full Text: DOI
Loewinger, Gabriel; Patil, Prasad; Kishida, Kenneth T.; Parmigiani, Giovanni Hierarchical resampling for bagging in multistudy prediction with applications to human neurochemical sensing. (English) Zbl 1498.62240 Ann. Appl. Stat. 16, No. 4, 2145-2165 (2022). MSC: 62P10 62H25 62H30 68T05 PDF BibTeX XML Cite \textit{G. Loewinger} et al., Ann. Appl. Stat. 16, No. 4, 2145--2165 (2022; Zbl 1498.62240) Full Text: DOI
Daly, Colin An embedded model estimator for non-stationary random functions using multiple secondary variables. (English) Zbl 1495.86011 Math. Geosci. 54, No. 5, 979-1015 (2022). MSC: 86A32 62H11 68T05 PDF BibTeX XML Cite \textit{C. Daly}, Math. Geosci. 54, No. 5, 979--1015 (2022; Zbl 1495.86011) Full Text: DOI arXiv
Ivaşcu, Codruę Florin Heuristic methods for stock selection and allocation in an index tracking problem. (English) Zbl 1498.91389 Algorithm. Finance 9, No. 3-4, 103-119 (2022). MSC: 91G10 90C59 PDF BibTeX XML Cite \textit{C. F. Ivaşcu}, Algorithm. Finance 9, No. 3--4, 103--119 (2022; Zbl 1498.91389) Full Text: DOI
Tutz, Gerhard Ordinal trees and random forests: score-free recursive partitioning and improved ensembles. (English) Zbl 07577559 J. Classif. 39, No. 2, 241-263 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{G. Tutz}, J. Classif. 39, No. 2, 241--263 (2022; Zbl 07577559) Full Text: DOI arXiv
Bajaria, Pratik; Yerudkar, Amol; Glielmo, Luigi; Del Vecchio, Carmen; Wu, Yuhu Self-triggered control of probabilistic Boolean control networks: a reinforcement learning approach. (English) Zbl 07566311 J. Franklin Inst. 359, No. 12, 6173-6195 (2022). MSC: 93-XX 94-XX PDF BibTeX XML Cite \textit{P. Bajaria} et al., J. Franklin Inst. 359, No. 12, 6173--6195 (2022; Zbl 07566311) Full Text: DOI
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 PDF BibTeX XML Cite \textit{V. D'Amato} et al., Comput. Manag. Sci. 19, No. 2, 347--373 (2022; Zbl 07557214) Full Text: DOI
Li, Bin; Yu, Qingzhao; Peng, Lu Ensemble of fast learning stochastic gradient boosting. (English) Zbl 07553297 Commun. Stat., Simulation Comput. 51, No. 1, 40-52 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Li} et al., Commun. Stat., Simulation Comput. 51, No. 1, 40--52 (2022; Zbl 07553297) Full Text: DOI
Adomavicius, Gediminas; Wang, Yaqiong Improving reliability estimation for individual numeric predictions: a machine learning approach. (English) Zbl 07549390 INFORMS J. Comput. 34, No. 1, 503-521 (2022). MSC: 90-XX PDF BibTeX XML Cite \textit{G. Adomavicius} and \textit{Y. Wang}, INFORMS J. Comput. 34, No. 1, 503--521 (2022; Zbl 07549390) Full Text: DOI
Kim, Hyunsung; Lim, Yaeji Bootstrap aggregated classification for sparse functional data. (English) Zbl 07540774 J. Appl. Stat. 49, No. 8, 2052-2063 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Kim} and \textit{Y. Lim}, J. Appl. Stat. 49, No. 8, 2052--2063 (2022; Zbl 07540774) Full Text: DOI
Vilares Ferro, Manuel; Darriba Bilbao, Víctor M.; Vilares Ferro, Jesús Absolute convergence and error thresholds in non-active adaptive sampling. (English) Zbl 07540617 J. Comput. Syst. Sci. 129, 39-61 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Vilares Ferro} et al., J. Comput. Syst. Sci. 129, 39--61 (2022; Zbl 07540617) Full Text: DOI
Mynbayeva, Elmira; Lamb, John D.; Zhao, Yuan Why estimation alone causes Markowitz portfolio selection to fail and what we might do about it. (English) Zbl 1506.91159 Eur. J. Oper. Res. 301, No. 2, 694-707 (2022). MSC: 91G10 62L10 62P05 PDF BibTeX XML Cite \textit{E. Mynbayeva} et al., Eur. J. Oper. Res. 301, No. 2, 694--707 (2022; Zbl 1506.91159) Full Text: DOI
Bastos, João A.; Matos, Sara M. Explainable models of credit losses. (English) Zbl 1506.91173 Eur. J. Oper. Res. 301, No. 1, 386-394 (2022). MSC: 91G40 68T05 PDF BibTeX XML Cite \textit{J. A. Bastos} and \textit{S. M. Matos}, Eur. J. Oper. Res. 301, No. 1, 386--394 (2022; Zbl 1506.91173) Full Text: DOI Link
Filelis - Papadopoulos, Christos K.; Kyziropoulos, Panagiotis E.; Morrison, John P.; O‘Reilly, Philip Modelling and forecasting based on recursive incomplete pseudoinverse matrices. (English) Zbl 07529447 Math. Comput. Simul. 197, 358-376 (2022). MSC: 65-XX 68-XX PDF BibTeX XML Cite \textit{C. K. Filelis - Papadopoulos} et al., Math. Comput. Simul. 197, 358--376 (2022; Zbl 07529447) Full Text: DOI
Peng, Wei; Coleman, Tim; Mentch, Lucas Rates of convergence for random forests via generalized U-statistics. (English) Zbl 1493.62071 Electron. J. Stat. 16, No. 1, 232-292 (2022). MSC: 62E20 62E17 60F05 PDF BibTeX XML Cite \textit{W. Peng} et al., Electron. J. Stat. 16, No. 1, 232--292 (2022; Zbl 1493.62071) Full Text: DOI arXiv Link
Gu, Yu; Preisser, John S.; Zeng, Donglin; Shrestha, Poojan; Shah, Molina; Simancas-Pallares, Miguel A.; Ginnis, Jeannie; Divaris, Kimon Partitioning around medoids clustering and random forest classification for GIS-informed imputation of fluoride concentration data. (English) Zbl 1498.62008 Ann. Appl. Stat. 16, No. 1, 551-572 (2022). MSC: 62-08 62H30 62D10 62P10 68T05 PDF BibTeX XML Cite \textit{Y. Gu} et al., Ann. Appl. Stat. 16, No. 1, 551--572 (2022; Zbl 1498.62008) Full Text: DOI
Manapragada, Chaitanya; Gomes, Heitor M.; Salehi, Mahsa; Bifet, Albert; Webb, Geoffrey I. An eager splitting strategy for online decision trees in ensembles. (English) Zbl 1494.68224 Data Min. Knowl. Discov. 36, No. 2, 566-619 (2022). MSC: 68T05 68W27 PDF BibTeX XML Cite \textit{C. Manapragada} et al., Data Min. Knowl. Discov. 36, No. 2, 566--619 (2022; Zbl 1494.68224) Full Text: DOI arXiv
Zhan, Ming-feng; Cai, Zong-wu; Fang, Ying; Lin, Ming Recent advances in statistical methodologies in evaluating program for high-dimensional data. (English) Zbl 1499.62249 Appl. Math., Ser. B (Engl. Ed.) 37, No. 1, 131-146 (2022). MSC: 62J07 62H12 62G35 PDF BibTeX XML Cite \textit{M.-f. Zhan} et al., Appl. Math., Ser. B (Engl. Ed.) 37, No. 1, 131--146 (2022; Zbl 1499.62249) Full Text: DOI
Tian, Jian-xue; Zhang, Jue Breast cancer diagnosis using feature extraction and boosted C5.0 decision tree algorithm with penalty factor. (English) Zbl 1489.92073 Math. Biosci. Eng. 19, No. 3, 2193-2205 (2022). MSC: 92C50 62P10 62H25 PDF BibTeX XML Cite \textit{J.-x. Tian} and \textit{J. Zhang}, Math. Biosci. Eng. 19, No. 3, 2193--2205 (2022; Zbl 1489.92073) Full Text: DOI
Plaia, Antonella; Buscemi, Simona; Fürnkranz, Johannes; Mencía, Eneldo Loza Comparing boosting and bagging for decision trees of rankings. (English) Zbl 07512354 J. Classif. 39, No. 1, 78-99 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{A. Plaia} et al., J. Classif. 39, No. 1, 78--99 (2022; Zbl 07512354) Full Text: DOI
Hainy, Markus; Price, David J.; Restif, Olivier; Drovandi, Christopher Optimal Bayesian design for model discrimination via classification. (English) Zbl 1484.62004 Stat. Comput. 32, No. 2, Paper No. 25, 17 p. (2022). MSC: 62-08 62F15 62H30 PDF BibTeX XML Cite \textit{M. Hainy} et al., Stat. Comput. 32, No. 2, Paper No. 25, 17 p. (2022; Zbl 1484.62004) Full Text: DOI arXiv
Werner, Tino A review on instance ranking problems in statistical learning. (English) Zbl 07510317 Mach. Learn. 111, No. 2, 415-463 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Werner}, Mach. Learn. 111, No. 2, 415--463 (2022; Zbl 07510317) Full Text: DOI arXiv
Schnürch, Simon; Korn, Ralf Point and interval forecasts of death rates using neural networks. (English) Zbl 1484.91404 ASTIN Bull. 52, No. 1, 333-360 (2022). MSC: 91G05 91D20 68T07 PDF BibTeX XML Cite \textit{S. Schnürch} and \textit{R. Korn}, ASTIN Bull. 52, No. 1, 333--360 (2022; Zbl 1484.91404) Full Text: DOI
Yu, Yanjia; Yang, Yi; Yang, Yuhong Performance assessment of high-dimensional variable identification. (English) Zbl 07500440 Stat. Sin. 32, No. 2, 695-718 (2022). MSC: 62-08 62G08 62H12 62J05 62G20 62P10 PDF BibTeX XML Cite \textit{Y. Yu} et al., Stat. Sin. 32, No. 2, 695--718 (2022; Zbl 07500440) Full Text: DOI arXiv
Petrides, George; Verbeke, Wouter Cost-sensitive ensemble learning: a unifying framework. (English) Zbl 1494.68227 Data Min. Knowl. Discov. 36, No. 1, 1-28 (2022). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{G. Petrides} and \textit{W. Verbeke}, Data Min. Knowl. Discov. 36, No. 1, 1--28 (2022; Zbl 1494.68227) Full Text: DOI arXiv
Wu, Suofei; Hannig, Jan; Lee, Thomas C. M. Uncertainty quantification for honest regression trees. (English) Zbl 07464470 Comput. Stat. Data Anal. 167, Article ID 107377, 11 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Wu} et al., Comput. Stat. Data Anal. 167, Article ID 107377, 11 p. (2022; Zbl 07464470) Full Text: DOI
Dutang, Christophe; Guibert, Quentin An explicit split point procedure in model-based trees allowing for a quick fitting of GLM trees and GLM forests. (English) Zbl 1477.62004 Stat. Comput. 32, No. 1, Paper No. 6, 22 p. (2022). MSC: 62-08 62H30 68T05 PDF BibTeX XML Cite \textit{C. Dutang} and \textit{Q. Guibert}, Stat. Comput. 32, No. 1, Paper No. 6, 22 p. (2022; Zbl 1477.62004) Full Text: DOI Link
Dumitrescu, Elena; Hué, Sullivan; Hurlin, Christophe; Tokpavi, Sessi Machine learning for credit scoring: improving logistic regression with non-linear decision-tree effects. (English) Zbl 1490.91227 Eur. J. Oper. Res. 297, No. 3, 1178-1192 (2022). MSC: 91G40 62P05 62J12 68T05 PDF BibTeX XML Cite \textit{E. Dumitrescu} et al., Eur. J. Oper. Res. 297, No. 3, 1178--1192 (2022; Zbl 1490.91227) Full Text: DOI
Zhou, Yicheng; Lu, Zhenzhou; Cheng, Kai Adaboost-based ensemble of polynomial chaos expansion with adaptive sampling. (English) Zbl 1507.65257 Comput. Methods Appl. Mech. Eng. 388, Article ID 114238, 22 p. (2022). MSC: 65N30 65N99 PDF BibTeX XML Cite \textit{Y. Zhou} et al., Comput. Methods Appl. Mech. Eng. 388, Article ID 114238, 22 p. (2022; Zbl 1507.65257) Full Text: DOI
Lázaro, Elena; Armero, Carmen; Alvares, Danilo Bayesian regularization for flexible baseline hazard functions in Cox survival models. (English) Zbl 07766915 Biom. J. 63, No. 1, 7-26 (2021). MSC: 62P10 PDF BibTeX XML Cite \textit{E. Lázaro} et al., Biom. J. 63, No. 1, 7--26 (2021; Zbl 07766915) Full Text: DOI
Mahon, Louis; Lukasiewicz, Thomas Selective pseudo-label clustering. (English) Zbl 1519.68227 Edelkamp, Stefan (ed.) et al., KI 2021: advances in artificial intelligence. 44th German conference on AI, virtual event, September 27 – October 1, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12873, 158-178 (2021). MSC: 68T07 62H30 PDF BibTeX XML Cite \textit{L. Mahon} and \textit{T. Lukasiewicz}, Lect. Notes Comput. Sci. 12873, 158--178 (2021; Zbl 1519.68227) Full Text: DOI arXiv