Braun, Alina; Kohler, Michael; Langer, Sophie; Walk, Harro Convergence rates for shallow neural networks learned by gradient descent. (English) Zbl 07788892 Bernoulli 30, No. 1, 475-502 (2024). Reviewer: Raffaele Marino (Roma) MSC: 68T07 65K10 PDFBibTeX XMLCite \textit{A. Braun} et al., Bernoulli 30, No. 1, 475--502 (2024; Zbl 07788892) Full Text: DOI arXiv
Allouche, Michaël; Girard, Stéphane; Gobet, Emmanuel Estimation of extreme quantiles from heavy-tailed distributions with neural networks. (English) Zbl 07767214 Stat. Comput. 34, No. 1, Paper No. 12, 17 p. (2024). Reviewer: Ravi Sreenivasan (Mysore) MSC: 60G70 62G32 68T07 PDFBibTeX XMLCite \textit{M. Allouche} et al., Stat. Comput. 34, No. 1, Paper No. 12, 17 p. (2024; Zbl 07767214) Full Text: DOI
Wei, Hechen; Wang, Xin; Wen, Ziming; Li, Enying; Wang, Hu An ensemble-adaptive tree-based chain framework for multi-target regression problems. (English) Zbl 07764382 Inf. Sci. 653, Article ID 119769, 32 p. (2024). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{H. Wei} et al., Inf. Sci. 653, Article ID 119769, 32 p. (2024; Zbl 07764382) Full Text: DOI
Perez, Lazaro J.; Bebis, George; McKenna, Sean A.; Parashar, Rishi Solute transport prediction in heterogeneous porous media using random walks and machine learning. (English) Zbl 07802825 GEM. Int. J. Geomath. 14, Paper No. 30, 19 p. (2023). MSC: 76S05 76M35 76M99 68T05 PDFBibTeX XMLCite \textit{L. J. Perez} et al., GEM. Int. J. Geomath. 14, Paper No. 30, 19 p. (2023; Zbl 07802825) Full Text: DOI
Dudyrev, Egor; Kuznetsov, Sergei O.; Napoli, Amedeo Description quivers for compact representation of concept lattices and ensembles of decision trees. (English) Zbl 07786586 Dürrschnabel, Dominik (ed.) et al., Formal concept analysis. 17th international conference, ICFCA 2023, Kassel, Germany, July 17–21, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13934, 127-142 (2023). MSC: 68T30 PDFBibTeX XMLCite \textit{E. Dudyrev} et al., Lect. Notes Comput. Sci. 13934, 127--142 (2023; Zbl 07786586) Full Text: DOI
Horvát, Šimon; Antoni, L’ubomír; Szabari, Alexander; Krajči, Stanislav; Krídlo, Ondrej Generalized decision directed acyclic graphs for classification tasks. (English) Zbl 07776702 Int. J. Approx. Reasoning 163, Article ID 109041, 20 p. (2023). MSC: 68T37 PDFBibTeX XMLCite \textit{Š. Horvát} et al., Int. J. Approx. Reasoning 163, Article ID 109041, 20 p. (2023; Zbl 07776702) Full Text: DOI
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 1524.90231 Optim. Eng. 24, No. 4, 2651-2691 (2023). MSC: 90C11 90B10 68T05 PDFBibTeX XMLCite \textit{D. Gutina} et al., Optim. Eng. 24, No. 4, 2651--2691 (2023; Zbl 1524.90231) Full Text: DOI OA License
Alcántara, Antonio; Ruiz, Carlos On data-driven chance constraint learning for mixed-integer optimization problems. (English) Zbl 1525.90286 Appl. Math. Modelling 121, 445-462 (2023). MSC: 90C15 68T05 PDFBibTeX XMLCite \textit{A. Alcántara} and \textit{C. Ruiz}, Appl. Math. Modelling 121, 445--462 (2023; Zbl 1525.90286) Full Text: DOI arXiv
Egorychev, Artem Viktorovich; Pereĭma, Dmitriĭ Yur’evich Development of a machine learning algorithm for the searches of the new \(B_c^+\) meson decays with charmonium and multihadron final states. (Russian. English summary) Zbl 07745086 Vestn. Yuzhno-Ural. Gos. Univ., Ser. Mat. Model. Program. 16, No. 1, 108-115 (2023). MSC: 68T07 PDFBibTeX XMLCite \textit{A. V. Egorychev} and \textit{D. Y. Pereĭma}, Vestn. Yuzhno-Ural. Gos. Univ., Ser. Mat. Model. Program. 16, No. 1, 108--115 (2023; Zbl 07745086) Full Text: DOI MNR
Shati, Pouya; Cohen, Eldan; McIlraith, Sheila A. SAT-based optimal classification trees for non-binary data. (English) Zbl 07738738 Constraints 28, No. 2, 166-202 (2023). MSC: 68Txx 90Cxx 62-XX PDFBibTeX XMLCite \textit{P. Shati} et al., Constraints 28, No. 2, 166--202 (2023; Zbl 07738738) Full Text: DOI
Fu, Chao; Wang, Dongyue; Chang, Wenjun Data-driven analysis of influence between radiologists for diagnosis of breast lesions. (English) Zbl 07734516 Ann. Oper. Res. 328, No. 1, 419-449 (2023). MSC: 62Jxx 90Bxx 68Txx PDFBibTeX XMLCite \textit{C. Fu} et al., Ann. Oper. Res. 328, No. 1, 419--449 (2023; Zbl 07734516) Full Text: DOI
Álvarez Antón, J. C.; García-Nieto, P. J.; García-Gonzalo, E.; González Vega, M.; Blanco Viejo, C. Data-driven state-of-charge prediction of a storage cell using ABC/GBRT, ABC/MLP and Lasso machine learning techniques. (English) Zbl 07715663 J. Comput. Appl. Math. 433, Article ID 115305, 16 p. (2023). MSC: 68Txx 62-XX 65Cxx PDFBibTeX XMLCite \textit{J. C. Álvarez Antón} et al., J. Comput. Appl. Math. 433, Article ID 115305, 16 p. (2023; Zbl 07715663) Full Text: DOI
Jiao, Yuling; Shen, Guohao; Lin, Yuanyuan; Huang, Jian Deep nonparametric regression on approximate manifolds: nonasymptotic error bounds with polynomial prefactors. (English) Zbl 07714177 Ann. Stat. 51, No. 2, 691-716 (2023). MSC: 62G05 62G08 68T07 PDFBibTeX XMLCite \textit{Y. Jiao} et al., Ann. Stat. 51, No. 2, 691--716 (2023; Zbl 07714177) Full Text: DOI arXiv
Izza, Yacine; Huang, Xuanxiang; Ignatiev, Alexey; Narodytska, Nina; Cooper, Martin; Marques-Silva, Joao On computing probabilistic abductive explanations. (English) Zbl 07713736 Int. J. Approx. Reasoning 159, Article ID 108939, 30 p. (2023). MSC: 68T37 PDFBibTeX XMLCite \textit{Y. Izza} et al., Int. J. Approx. Reasoning 159, Article ID 108939, 30 p. (2023; Zbl 07713736) Full Text: DOI arXiv
Janssens, Bram; Bogaert, Matthias; Maton, Mathijs Predicting the next Pogačar: a data analytical approach to detect young professional cycling talents. (English) Zbl 07712042 Ann. Oper. Res. 325, No. 1, 557-588 (2023). MSC: 68Txx 62-XX 62Rxx PDFBibTeX XMLCite \textit{B. Janssens} et al., Ann. Oper. Res. 325, No. 1, 557--588 (2023; Zbl 07712042) Full Text: DOI
Zuccolotto, Paola; Sandri, Marco; Manisera, Marica Spatial performance analysis in basketball with CART, random forest and extremely randomized trees. (English) Zbl 1516.62093 Ann. Oper. Res. 325, No. 1, 495-519 (2023). MSC: 62P99 62H30 68T05 PDFBibTeX XMLCite \textit{P. Zuccolotto} et al., Ann. Oper. Res. 325, No. 1, 495--519 (2023; Zbl 1516.62093) 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 PDFBibTeX XMLCite \textit{A. Saha} et al., J. Am. Stat. Assoc. 118, No. 541, 665--683 (2023; Zbl 1514.68262) Full Text: DOI
He, Jingyu; Hahn, P. Richard Stochastic tree ensembles for regularized nonlinear regression. (English) Zbl 1514.68251 J. Am. Stat. Assoc. 118, No. 541, 551-570 (2023). MSC: 68T05 62-08 62F15 62J02 65C05 PDFBibTeX XMLCite \textit{J. He} and \textit{P. R. Hahn}, J. Am. Stat. Assoc. 118, No. 541, 551--570 (2023; Zbl 1514.68251) Full Text: DOI arXiv
Di Loro, Pierfrancesco Alaimo; Scacciatelli, Daria; Tagliaferri, Giovanna 2-step gradient boosting approach to selectivity bias correction in tax audit: an application to the VAT gap in Italy. (English) Zbl 1519.91168 Stat. Methods Appl. 32, No. 1, 237-270 (2023). MSC: 91B64 68T05 PDFBibTeX XMLCite \textit{P. A. Di Loro} et al., Stat. Methods Appl. 32, No. 1, 237--270 (2023; Zbl 1519.91168) Full Text: DOI
Fieberg, Christian; Metko, Daniel; Poddig, Thorsten; Loy, Thomas Machine learning techniques for cross-sectional equity returns’ prediction. (English) Zbl 1519.91245 OR Spectrum 45, No. 1, 289-323 (2023). MSC: 91G15 62P05 62M20 68T05 PDFBibTeX XMLCite \textit{C. Fieberg} et al., OR Spectrum 45, No. 1, 289--323 (2023; Zbl 1519.91245) Full Text: DOI
Gürtler, Marc; Zöllner, Marvin Heterogeneities among credit risk parameter distributions: the modality defines the best estimation method. (English) Zbl 1517.90071 OR Spectrum 45, No. 1, 251-287 (2023). MSC: 90B50 90B25 68T05 62M20 PDFBibTeX XMLCite \textit{M. Gürtler} and \textit{M. Zöllner}, OR Spectrum 45, No. 1, 251--287 (2023; Zbl 1517.90071) Full Text: DOI
Baimuratov, I. Interpretable taxonomy extraction from digital assets metadata using automated unsupervised decision tree learning. (English) Zbl 07688795 Lobachevskii J. Math. 44, No. 1, 86-96 (2023). MSC: 68-XX 91-XX PDFBibTeX XMLCite \textit{I. Baimuratov}, Lobachevskii J. Math. 44, No. 1, 86--96 (2023; Zbl 07688795) Full Text: DOI
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 PDFBibTeX XMLCite \textit{E. L. Reynolds} et al., Sankhyā, Ser. B 85, No. 1, 77--109 (2023; Zbl 07683113) 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 PDFBibTeX XMLCite \textit{D. Ollech} and \textit{K. Webel}, J. Econom. Methods 12, No. 1, 117--130 (2023; Zbl 1507.62400) Full Text: DOI
Kohler, Michael; Krzyżak, Adam On the rate of convergence of a deep recurrent neural network estimate in a regression problem with dependent data. (English) Zbl 07666835 Bernoulli 29, No. 2, 1663-1685 (2023). MSC: 62Gxx 62-XX 68Txx PDFBibTeX XMLCite \textit{M. Kohler} and \textit{A. Krzyżak}, Bernoulli 29, No. 2, 1663--1685 (2023; Zbl 07666835) Full Text: DOI arXiv Link
Younso, Ahmad Consistency of the \(k\)-nearest neighbors rule for functional data. (Consistance de la règle des \(k\)-plus proches voisins pour des données fonctionnelles.) (English. French summary) Zbl 07652645 C. R., Math., Acad. Sci. Paris 361, 237-242 (2023). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{A. Younso}, C. R., Math., Acad. Sci. Paris 361, 237--242 (2023; Zbl 07652645) Full Text: DOI
Moshkov, Mikhail Time and space complexity of deterministic and nondeterministic decision trees. (English) Zbl 07644142 Ann. Math. Artif. Intell. 91, No. 1, 45-74 (2023). MSC: 68Txx PDFBibTeX XMLCite \textit{M. Moshkov}, Ann. Math. Artif. Intell. 91, No. 1, 45--74 (2023; Zbl 07644142) Full Text: DOI arXiv
Zhang, Guangyi; Gionis, Aristides Regularized impurity reduction: accurate decision trees with complexity guarantees. (English) Zbl 1514.62125 Data Min. Knowl. Discov. 37, No. 1, 434-475 (2023). MSC: 62H30 68W25 PDFBibTeX XMLCite \textit{G. Zhang} and \textit{A. Gionis}, Data Min. Knowl. Discov. 37, No. 1, 434--475 (2023; Zbl 1514.62125) Full Text: DOI arXiv
Ciravegna, Gabriele; Barbiero, Pietro; Giannini, Francesco; Gori, Marco; Liò, Pietro; Maggini, Marco; Melacci, Stefano Logic explained networks. (English) Zbl 07638294 Artif. Intell. 314, Article ID 103822, 30 p. (2023). MSC: 68Txx PDFBibTeX XMLCite \textit{G. Ciravegna} et al., Artif. Intell. 314, Article ID 103822, 30 p. (2023; Zbl 07638294) Full Text: DOI arXiv
Kohler, Michael; Langer, Sophie; Reif, Ulrich Estimation of a regression function on a manifold by fully connected deep neural networks. (English) Zbl 1495.62031 J. Stat. Plann. Inference 222, 160-181 (2023). MSC: 62G08 62G05 62G20 68T07 PDFBibTeX XMLCite \textit{M. Kohler} et al., J. Stat. Plann. Inference 222, 160--181 (2023; Zbl 1495.62031) Full Text: DOI arXiv
Bronevich, Andrey G.; Lepskiy, Alexander E. Measures of conflict, basic axioms and their application to the clusterization of a body of evidence. (English) Zbl 1522.68553 Fuzzy Sets Syst. 446, 277-300 (2022). MSC: 68T37 62H30 PDFBibTeX XMLCite \textit{A. G. Bronevich} and \textit{A. E. Lepskiy}, Fuzzy Sets Syst. 446, 277--300 (2022; Zbl 1522.68553) Full Text: DOI
Stork, Jörg; Eiben, A. E.; Bartz-Beielstein, Thomas A new taxonomy of global optimization algorithms. (English) Zbl 07733308 Nat. Comput. 21, No. 2, 219-242 (2022). MSC: 90C59 68W50 90C26 PDFBibTeX XMLCite \textit{J. Stork} et al., Nat. Comput. 21, No. 2, 219--242 (2022; Zbl 07733308) Full Text: DOI arXiv
Bertossi, Leopoldo Score-based explanations in data management and machine learning: an answer-set programming approach to counterfactual analysis. (English) Zbl 1524.68114 Šimkus, Mantas (ed.) et al., Reasoning web. Declarative artificial intelligence. 17th international summer school 2021, Leuven, Belgium, September 8–15, 2021. Tutorial lectures. Cham: Springer. Lect. Notes Comput. Sci. 13100, 145-184 (2022). MSC: 68P15 68N17 PDFBibTeX XMLCite \textit{L. Bertossi}, Lect. Notes Comput. Sci. 13100, 145--184 (2022; Zbl 1524.68114) Full Text: DOI arXiv
Liu, Jeremiah Zhe; Deng, Wenying; Lee, Jane; Lin, Pi-i Debby; Valeri, Linda; Christiani, David C.; Bellinger, David C.; Wright, Robert O.; Mazumdar, Maitreyi M.; Coull, Brent A. A cross-validated ensemble approach to robust hypothesis testing of continuous nonlinear interactions: application to nutrition-environment studies. (English) Zbl 1507.62342 J. Am. Stat. Assoc. 117, No. 538, 561-573 (2022). MSC: 62P10 62H15 68T05 PDFBibTeX XMLCite \textit{J. Z. Liu} et al., J. Am. Stat. Assoc. 117, No. 538, 561--573 (2022; Zbl 1507.62342) Full Text: DOI arXiv
Li, Jialiang; Lv, Jing; Wan, Alan T. K.; Liao, Jun AdaBoost semiparametric model averaging prediction for multiple categories. (English) Zbl 1506.62329 J. Am. Stat. Assoc. 117, No. 537, 495-509 (2022). MSC: 62H30 68T05 PDFBibTeX XMLCite \textit{J. Li} et al., J. Am. Stat. Assoc. 117, No. 537, 495--509 (2022; Zbl 1506.62329) Full Text: DOI
Hainaut, Donatien; Trufin, Julien; Denuit, Michel Response versus gradient boosting trees, GLMs and neural networks under Tweedie loss and log-link. (English) Zbl 1510.91147 Scand. Actuar. J. 2022, No. 10, 841-866 (2022). Reviewer: Tak Kuen Siu (Sydney) MSC: 91G05 68T07 PDFBibTeX XMLCite \textit{D. Hainaut} et al., Scand. Actuar. J. 2022, No. 10, 841--866 (2022; Zbl 1510.91147) Full Text: DOI
Kuzmin, O. V. Generalized Pascal’s pyramids and decision trees. (English) Zbl 1524.05008 Adv. Appl. Discrete Math. 34, 1-15 (2022). MSC: 05A10 68T05 68T30 PDFBibTeX XMLCite \textit{O. V. Kuzmin}, Adv. Appl. Discrete Math. 34, 1--15 (2022; Zbl 1524.05008) Full Text: DOI
Ma, Xiaoyu; Sardy, Sylvain; Hengartner, Nick; Bobenko, Nikolai; Lin, Yen Ting A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks. (English) Zbl 1499.62026 Stat. Comput. 32, No. 6, Paper No. 99, 18 p. (2022). MSC: 62-08 62J07 68T07 PDFBibTeX XMLCite \textit{X. Ma} et al., Stat. Comput. 32, No. 6, Paper No. 99, 18 p. (2022; Zbl 1499.62026) Full Text: DOI arXiv
Gao, Zijun; Hastie, Trevor LinCDE: conditional density estimation via Lindsey’s method. (English) Zbl 07625205 J. Mach. Learn. Res. 23, Paper No. 52, 55 p. (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Gao} and \textit{T. Hastie}, J. Mach. Learn. Res. 23, Paper No. 52, 55 p. (2022; Zbl 07625205) Full Text: arXiv Link
Demirović, Emir; Lukina, Anna; Hebrard, Emmanuel; Chan, Jeffrey; Bailey, James; Leckie, Christopher; Ramamohanarao, Kotagiri; Stuckey, Peter J. MurTree: optimal decision trees via dynamic programming and search. (English) Zbl 07625179 J. Mach. Learn. Res. 23, Paper No. 26, 47 p. (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{E. Demirović} et al., J. Mach. Learn. Res. 23, Paper No. 26, 47 p. (2022; Zbl 07625179) Full Text: arXiv Link
Jenul, Anna; Schrunner, Stefan; Pilz, Jürgen; Tomic, Oliver A user-guided Bayesian framework for ensemble feature selection in life science applications (UBayFS). (English) Zbl 07624290 Mach. Learn. 111, No. 10, 3897-3923 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Jenul} et al., Mach. Learn. 111, No. 10, 3897--3923 (2022; Zbl 07624290) Full Text: DOI arXiv
Bertsimas, Dimitris; Paskov, Alex World-class interpretable poker. (English) Zbl 07624265 Mach. Learn. 111, No. 8, 3063-3083 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{D. Bertsimas} and \textit{A. Paskov}, Mach. Learn. 111, No. 8, 3063--3083 (2022; Zbl 07624265) Full Text: DOI
Bertsimas, Dimitris; Dunn, Jack; Gibson, Emma; Orfanoudaki, Agni Optimal survival trees. (English) Zbl 07624262 Mach. Learn. 111, No. 8, 2951-3023 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{D. Bertsimas} et al., Mach. Learn. 111, No. 8, 2951--3023 (2022; Zbl 07624262) Full Text: DOI arXiv
Amram, Maxime; Dunn, Jack; Zhuo, Ying Daisy Optimal policy trees. (English) Zbl 07624254 Mach. Learn. 111, No. 7, 2741-2768 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Amram} et al., Mach. Learn. 111, No. 7, 2741--2768 (2022; Zbl 07624254) Full Text: DOI arXiv
Lohrmann, Christoph; Luukka, Pasi Fuzzy similarity and entropy (FSAE) feature selection revisited by using intra-class entropy and a normalized scaling factor. (English) Zbl 07621765 Luukka, Pasi (ed.) et al., Intelligent systems and applications in business and finance. Cham: Springer. Stud. Fuzziness Soft Comput. 415, 61-92 (2022). MSC: 68-XX PDFBibTeX XMLCite \textit{C. Lohrmann} and \textit{P. Luukka}, Stud. Fuzziness Soft Comput. 415, 61--92 (2022; Zbl 07621765) Full Text: DOI
Chu, Gang; Goodell, John W.; Shen, Dehua; Zhang, Yongjie Machine learning to establish proxies for investor attention: evidence of improved stock-return prediction. (English) Zbl 07617077 Ann. Oper. Res. 318, No. 1, 103-128 (2022). MSC: 62Hxx 68Txx 91Bxx PDFBibTeX XMLCite \textit{G. Chu} et al., Ann. Oper. Res. 318, No. 1, 103--128 (2022; Zbl 07617077) Full Text: DOI
Bollwein, Ferdinand; Westphal, Stephan Oblique decision tree induction by cross-entropy optimization based on the von Mises-Fisher distribution. (English) Zbl 1505.62073 Comput. Stat. 37, No. 5, 2203-2229 (2022). MSC: 62-08 62H30 68T05 PDFBibTeX XMLCite \textit{F. Bollwein} and \textit{S. Westphal}, Comput. Stat. 37, No. 5, 2203--2229 (2022; Zbl 1505.62073) Full Text: DOI
Ferreira, José A. Models under which random forests perform badly; consequences for applications. (English) Zbl 1505.62143 Comput. Stat. 37, No. 4, 1839-1854 (2022). MSC: 62-08 62H30 62G05 62G20 68T05 PDFBibTeX XMLCite \textit{J. A. Ferreira}, Comput. Stat. 37, No. 4, 1839--1854 (2022; Zbl 1505.62143) Full Text: DOI arXiv
Hussain, Owais A.; Zaidi, Faraz Influence maximization in complex networks through supervised machine learning. (English) Zbl 07616713 Benito, Rosa Maria (ed.) et al., Complex networks & their applications X. Proceedings of the 10th international conference, COMPLEX NETWORKS 2021, Madrid, Spain, November 30 – December 2, 2021. Volume 2. Cham: Springer. Stud. Comput. Intell. 1016, 217-228 (2022). MSC: 68Txx PDFBibTeX XMLCite \textit{O. A. Hussain} and \textit{F. Zaidi}, Stud. Comput. Intell. 1016, 217--228 (2022; Zbl 07616713) Full Text: DOI
Regler, Benjamin; Scheffler, Matthias; Ghiringhelli, Luca M. TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions. (English) Zbl 1509.68224 Data Min. Knowl. Discov. 36, No. 5, 1815-1864 (2022). MSC: 68T05 62H12 62H20 94A17 PDFBibTeX XMLCite \textit{B. Regler} et al., Data Min. Knowl. Discov. 36, No. 5, 1815--1864 (2022; Zbl 1509.68224) Full Text: DOI arXiv
Bjerre, Dorethe Skovgaard Tree-based machine learning methods for modeling and forecasting mortality. (English) Zbl 1504.91242 ASTIN Bull. 52, No. 3, 765-787 (2022). MSC: 91G05 68T05 PDFBibTeX XMLCite \textit{D. S. Bjerre}, ASTIN Bull. 52, No. 3, 765--787 (2022; Zbl 1504.91242) Full Text: DOI
Villarino, Guillemo; Gómez, Daniel; Rodríguez, J. Tinguaro; Fernández, Alberto A new exploitation scheme in the context of bipolar classifiers. (English) Zbl 1509.68230 Cornejo, María Eugenia (ed.) et al., Computational intelligence and mathematics for tackling complex problems 2. Selected papers based on the presentations at the 11th European symposium on computational intelligence and mathematics, Toledo, Spain, October 2–5, 2019. Cham: Springer. Stud. Comput. Intell. 955, 1-9 (2022). MSC: 68T05 62H30 68T30 68T37 PDFBibTeX XMLCite \textit{G. Villarino} et al., Stud. Comput. Intell. 955, 1--9 (2022; Zbl 1509.68230) Full Text: DOI
Izza, Yacine; Ignatiev, Alexey; Marques-Silva, Joao On tackling explanation redundancy in decision trees. (English) Zbl 07603113 J. Artif. Intell. Res. (JAIR) 75, 261-321 (2022). MSC: 68Txx PDFBibTeX XMLCite \textit{Y. Izza} et al., J. Artif. Intell. Res. (JAIR) 75, 261--321 (2022; Zbl 07603113) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{C. Daly}, Math. Geosci. 54, No. 5, 979--1015 (2022; Zbl 1495.86011) Full Text: DOI arXiv
Acosta, Simone Massulini; Amoroso, Anderson Levati; Sant’Anna, Ângelo Márcio Oliveira; Canciglieri Junior, Osiris Predictive modeling in a steelmaking process using optimized relevance vector regression and support vector regression. (English) Zbl 07592260 Ann. Oper. Res. 316, No. 2, 905-926 (2022). MSC: 68Txx 62Jxx 90Cxx PDFBibTeX XMLCite \textit{S. M. Acosta} et al., Ann. Oper. Res. 316, No. 2, 905--926 (2022; Zbl 07592260) Full Text: DOI
Talebi, Hassan; Mueller, Ute; Peeters, Luk J. M.; Otto, Alex; de Caritat, Patrice; Tolosana-Delgado, Raimon; van den Boogaart, K. Gerald Stochastic modelling of mineral exploration targets. (English) Zbl 1495.86019 Math. Geosci. 54, No. 3, 593-621 (2022). MSC: 86A32 62H11 68T05 86A04 PDFBibTeX XMLCite \textit{H. Talebi} et al., Math. Geosci. 54, No. 3, 593--621 (2022; Zbl 1495.86019) Full Text: DOI
Mollas, Ioannis; Bassiliades, Nick; Tsoumakas, Grigorios Conclusive local interpretation rules for random forests. (English) Zbl 1507.68236 Data Min. Knowl. Discov. 36, No. 4, 1521-1574 (2022). MSC: 68T01 68T05 PDFBibTeX XMLCite \textit{I. Mollas} et al., Data Min. Knowl. Discov. 36, No. 4, 1521--1574 (2022; Zbl 1507.68236) Full Text: DOI arXiv
Bargagli-Stoffi, Falco J.; De Witte, Kristof; Gnecco, Giorgio Heterogeneous causal effects with imperfect compliance: a Bayesian machine learning approach. (English) Zbl 1498.62303 Ann. Appl. Stat. 16, No. 3, 1986-2009 (2022). MSC: 62P20 62J15 62F15 68T05 PDFBibTeX XMLCite \textit{F. J. Bargagli-Stoffi} et al., Ann. Appl. Stat. 16, No. 3, 1986--2009 (2022; Zbl 1498.62303) Full Text: DOI arXiv
Boutilier, Justin J.; Michini, Carla; Zhou, Zachary Shattering inequalities for learning optimal decision trees. (English) Zbl 1502.68254 Schaus, Pierre (ed.), Integration of constraint programming, artificial intelligence, and operations research. 19th international conference, CPAIOR 2022, Los Angeles, CA, USA, June 20–23, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13292, 74-90 (2022). MSC: 68T05 90C11 PDFBibTeX XMLCite \textit{J. J. Boutilier} et al., Lect. Notes Comput. Sci. 13292, 74--90 (2022; Zbl 1502.68254) Full Text: DOI
Dunn, Jack; Zhuo, Ying Daisy Detecting racial bias in jury selection. (English) Zbl 1498.91117 SN Oper. Res. Forum 3, No. 3, Paper No. 38, 17 p. (2022). MSC: 91B06 91B08 68T05 PDFBibTeX XMLCite \textit{J. Dunn} and \textit{Y. D. Zhuo}, SN Oper. Res. Forum 3, No. 3, Paper No. 38, 17 p. (2022; Zbl 1498.91117) Full Text: DOI arXiv
Bertsimas, Dimitris; Digalakis, Vassilis jun. The backbone method for ultra-high dimensional sparse machine learning. (English) Zbl 07570155 Mach. Learn. 111, No. 6, 2161-2212 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{D. Bertsimas} and \textit{V. Digalakis jun.}, Mach. Learn. 111, No. 6, 2161--2212 (2022; Zbl 07570155) Full Text: DOI arXiv
Xu, Zhuoer; Zhu, Guanghui; Yuan, Chunfeng; Huang, Yihua One-stage tree: end-to-end tree builder and pruner. (English) Zbl 07570149 Mach. Learn. 111, No. 5, 1959-1985 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Xu} et al., Mach. Learn. 111, No. 5, 1959--1985 (2022; Zbl 07570149) Full Text: DOI
Cui, Yifan; Zhu, Ruoqing; Zhou, Mai; Kosorok, Michael Consistency of survival tree and forest models: splitting bias and correction. (English) Zbl 1524.62475 Stat. Sin. 32, No. 3, 1245-1267 (2022). MSC: 62N01 62G05 62G20 62P10 68T05 PDFBibTeX XMLCite \textit{Y. Cui} et al., Stat. Sin. 32, No. 3, 1245--1267 (2022; Zbl 1524.62475) Full Text: DOI arXiv
Hamm, Thomas; Steinwart, Ingo Intrinsic dimension adaptive partitioning for kernel methods. (English) Zbl 1491.68154 SIAM J. Math. Data Sci. 4, No. 2, 721-749 (2022). MSC: 68T05 62J07 68T09 PDFBibTeX XMLCite \textit{T. Hamm} and \textit{I. Steinwart}, SIAM J. Math. Data Sci. 4, No. 2, 721--749 (2022; Zbl 1491.68154) Full Text: DOI arXiv
Johnson, Michael; Cao, Jiongyi; Kang, Hyunseung Detecting heterogeneous treatment effects with instrumental variables and application to the Oregon Health Insurance Experiment. (English) Zbl 1498.62034 Ann. Appl. Stat. 16, No. 2, 1111-1129 (2022). MSC: 62D20 62G05 62P05 68T05 PDFBibTeX XMLCite \textit{M. Johnson} et al., Ann. Appl. Stat. 16, No. 2, 1111--1129 (2022; Zbl 1498.62034) Full Text: DOI
Blanco, Victor; Japón, Alberto; Puerto, Justo Robust optimal classification trees under noisy labels. (English) Zbl 07538947 Adv. Data Anal. Classif., ADAC 16, No. 1, 155-179 (2022). MSC: 62H30 90C11 68T05 32S22 PDFBibTeX XMLCite \textit{V. Blanco} et al., Adv. Data Anal. Classif., ADAC 16, No. 1, 155--179 (2022; Zbl 07538947) Full Text: DOI arXiv
Thongsuwan, Setthanun; Jaiyen, Saichon A deep single-pass learning for recognition of handwritten digits. (English) Zbl 1508.68320 Thai J. Math. 20, No. 1, 293-304 (2022). MSC: 68T10 62H30 62H35 68T07 PDFBibTeX XMLCite \textit{S. Thongsuwan} and \textit{S. Jaiyen}, Thai J. Math. 20, No. 1, 293--304 (2022; Zbl 1508.68320) Full Text: Link
Durand, Pierre; Le Quang, Gaëtan Banks to basics! Why banking regulation should focus on equity. (English) Zbl 1506.91175 Eur. J. Oper. Res. 301, No. 1, 349-372 (2022). MSC: 91G45 62H30 68T05 PDFBibTeX XMLCite \textit{P. Durand} and \textit{G. Le Quang}, Eur. J. Oper. Res. 301, No. 1, 349--372 (2022; Zbl 1506.91175) Full Text: DOI Link
Duan, Chenguang; Jiao, Yuling; Lai, Yanming; Li, Dingwei; Lu, Xiliang; Yang, Jerry Zhijian Convergence rate analysis for deep Ritz method. (English) Zbl 1491.65117 Commun. Comput. Phys. 31, No. 4, 1020-1048 (2022). MSC: 65N12 62G05 65N15 68T07 35A15 35J15 35J25 35R02 92B20 PDFBibTeX XMLCite \textit{C. Duan} et al., Commun. Comput. Phys. 31, No. 4, 1020--1048 (2022; Zbl 1491.65117) Full Text: DOI arXiv
Lellep, Martin; Prexl, Jonathan; Eckhardt, Bruno; Linkmann, Moritz Interpreted machine learning in fluid dynamics: explaining relaminarisation events in wall-bounded shear flows. (English) Zbl 1512.76089 J. Fluid Mech. 942, Paper No. A2, 29 p. (2022). MSC: 76M99 76D05 76F06 68T05 PDFBibTeX XMLCite \textit{M. Lellep} et al., J. Fluid Mech. 942, Paper No. A2, 29 p. (2022; Zbl 1512.76089) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \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 PDFBibTeX XMLCite \textit{C. Manapragada} et al., Data Min. Knowl. Discov. 36, No. 2, 566--619 (2022; Zbl 1494.68224) Full Text: DOI arXiv
Dubois, Pierre; Gomez, Thomas; Planckaert, Laurent; Perret, Laurent Machine learning for fluid flow reconstruction from limited measurements. (English) Zbl 07516817 J. Comput. Phys. 448, Article ID 110733, 31 p. (2022). MSC: 68Txx 76Mxx 76Dxx PDFBibTeX XMLCite \textit{P. Dubois} et al., J. Comput. Phys. 448, Article ID 110733, 31 p. (2022; Zbl 07516817) Full Text: DOI
Liu, Songfeng; Wang, Jinyan; Zhang, Wenliang Federated personalized random forest for human activity recognition. (English) Zbl 07513198 Math. Biosci. Eng. 19, No. 1, 953-971 (2022). MSC: 68Txx PDFBibTeX XMLCite \textit{S. Liu} et al., Math. Biosci. Eng. 19, No. 1, 953--971 (2022; Zbl 07513198) Full Text: DOI
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 PDFBibTeX XMLCite \textit{G. Petrides} and \textit{W. Verbeke}, Data Min. Knowl. Discov. 36, No. 1, 1--28 (2022; Zbl 1494.68227) Full Text: DOI arXiv
Blanquero, Rafael; Carrizosa, Emilio; Molero-Río, Cristina; Romero Morales, Dolores On sparse optimal regression trees. (English) Zbl 1495.62049 Eur. J. Oper. Res. 299, No. 3, 1045-1054 (2022). MSC: 62H30 68T05 90C30 90C90 91G40 PDFBibTeX XMLCite \textit{R. Blanquero} et al., Eur. J. Oper. Res. 299, No. 3, 1045--1054 (2022; Zbl 1495.62049) Full Text: DOI
Rudin, Cynthia; Chen, Chaofan; Chen, Zhi; Huang, Haiyang; Semenova, Lesia; Zhong, Chudi Interpretable machine learning: fundamental principles and 10 grand challenges. (English) Zbl 07471610 Stat. Surv. 16, 1-85 (2022). MSC: 68T01 62-02 PDFBibTeX XMLCite \textit{C. Rudin} et al., Stat. Surv. 16, 1--85 (2022; Zbl 07471610) Full Text: DOI arXiv Link
Hoang, Chi; Chowdhary, Kenny; Lee, Kookjin; Ray, Jaideep Projection-based model reduction of dynamical systems using space-time subspace and machine learning. (English) Zbl 1507.65292 Comput. Methods Appl. Mech. Eng. 389, Article ID 114341, 34 p. (2022). MSC: 65P99 37M10 68T05 PDFBibTeX XMLCite \textit{C. Hoang} et al., Comput. Methods Appl. Mech. Eng. 389, Article ID 114341, 34 p. (2022; Zbl 1507.65292) Full Text: DOI arXiv
Chen, Zhen; Liu, Keyu; Yang, Xibei; Fujita, Hamido Random sampling accelerator for attribute reduction. (English) Zbl 07460571 Int. J. Approx. Reasoning 140, 75-91 (2022). MSC: 68T37 PDFBibTeX XMLCite \textit{Z. Chen} et al., Int. J. Approx. Reasoning 140, 75--91 (2022; Zbl 07460571) 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 PDFBibTeX XMLCite \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
Chou, Ping; Chuang, Howard Hao-Chun; Chou, Yen-Chun; Liang, Ting-Peng Predictive analytics for customer repurchase: interdisciplinary integration of buy till you die modeling and machine learning. (English) Zbl 1490.62432 Eur. J. Oper. Res. 296, No. 2, 635-651 (2022). MSC: 62P20 62H30 68T05 PDFBibTeX XMLCite \textit{P. Chou} et al., Eur. J. Oper. Res. 296, No. 2, 635--651 (2022; Zbl 1490.62432) Full Text: DOI
Liu, Ruiqi; Boukai, Ben; Shang, Zuofeng Optimal nonparametric inference via deep neural network. (English) Zbl 1476.62066 J. Math. Anal. Appl. 505, No. 2, Article ID 125561, 32 p. (2022). MSC: 62G05 62G10 62M45 65D07 68T07 PDFBibTeX XMLCite \textit{R. Liu} et al., J. Math. Anal. Appl. 505, No. 2, Article ID 125561, 32 p. (2022; Zbl 1476.62066) Full Text: DOI arXiv
Hu, Linwei; Chen, Jie; Vaughan, Joel; Aramideh, Soroush; Yang, Hanyu; Wang, Kelly; Sudjianto, Agus; Nair, Vijayan N. Supervised machine learning techniques: an overview with applications to banking. (English) Zbl 07777966 Int. Stat. Rev. 89, No. 3, 573-604 (2021). MSC: 68T05 91G40 91G80 PDFBibTeX XMLCite \textit{L. Hu} et al., Int. Stat. Rev. 89, No. 3, 573--604 (2021; Zbl 07777966) Full Text: DOI arXiv
Zeng, Huanze; Chen, Argon Binary multi-layer classifier. (English) Zbl 1523.68075 Inf. Sci. 562, 220-239 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{H. Zeng} and \textit{A. Chen}, Inf. Sci. 562, 220--239 (2021; Zbl 1523.68075) Full Text: DOI
Zhang, Xiaohang; Wu, Ling; Li, Zhengren Local interpretation of supervised learning models based on high dimensional model representation. (English) Zbl 1523.68076 Inf. Sci. 561, 1-19 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Zhang} et al., Inf. Sci. 561, 1--19 (2021; Zbl 1523.68076) Full Text: DOI
Cloninger, Alexander; Klock, Timo A deep network construction that adapts to intrinsic dimensionality beyond the domain. (English) Zbl 07743453 Neural Netw. 141, 404-419 (2021). MSC: 68T07 41A63 PDFBibTeX XMLCite \textit{A. Cloninger} and \textit{T. Klock}, Neural Netw. 141, 404--419 (2021; Zbl 07743453) Full Text: DOI arXiv
Dou, Xialiang; Liang, Tengyuan Training neural networks as learning data-adaptive kernels: provable representation and approximation benefits. (English) Zbl 1510.68086 J. Am. Stat. Assoc. 116, No. 535, 1507-1520 (2021). MSC: 68T05 46E22 62G05 68W25 90C90 PDFBibTeX XMLCite \textit{X. Dou} and \textit{T. Liang}, J. Am. Stat. Assoc. 116, No. 535, 1507--1520 (2021; Zbl 1510.68086) Full Text: DOI arXiv
Gerber, Guillaume; Faou, Yohann Le; Lopez, Olivier; Trupin, Michael The impact of churn on client value in health insurance, evaluation using a random forest under various censoring mechanisms. (English) Zbl 1506.62403 J. Am. Stat. Assoc. 116, No. 536, 2053-2064 (2021). MSC: 62P05 62N01 68T05 PDFBibTeX XMLCite \textit{G. Gerber} et al., J. Am. Stat. Assoc. 116, No. 536, 2053--2064 (2021; Zbl 1506.62403) Full Text: DOI
Goes, Caio B. D.; Canabarro, Askery; Duzzioni, Eduardo I.; Maciel, Thiago O. Automated machine learning can classify bound entangled states with tomograms. (English) Zbl 1509.81160 Quantum Inf. Process. 20, No. 3, Paper No. 99, 18 p. (2021). MSC: 81P45 68T05 PDFBibTeX XMLCite \textit{C. B. D. Goes} et al., Quantum Inf. Process. 20, No. 3, Paper No. 99, 18 p. (2021; Zbl 1509.81160) Full Text: DOI arXiv
Shi, Chengchun; Luo, Shikai; Zhu, Hongtu; Song, Rui An online sequential test for qualitative treatment effects. (English) Zbl 07626801 J. Mach. Learn. Res. 22, Paper No. 286, 51 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Shi} et al., J. Mach. Learn. Res. 22, Paper No. 286, 51 p. (2021; Zbl 07626801) Full Text: arXiv Link
Liang, Tengyuan How well generative adversarial networks learn distributions. (English) Zbl 07626743 J. Mach. Learn. Res. 22, Paper No. 228, 41 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Liang}, J. Mach. Learn. Res. 22, Paper No. 228, 41 p. (2021; Zbl 07626743) Full Text: arXiv Link
Chen, Xi; Chernozhukov, Victor; Fernandez-Val, Ivan; Kostyshak, Scott; Luo, Ye Shape-enforcing operators for generic point and interval estimators of functions. (English) Zbl 07626735 J. Mach. Learn. Res. 22, Paper No. 220, 42 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Chen} et al., J. Mach. Learn. Res. 22, Paper No. 220, 42 p. (2021; Zbl 07626735) Full Text: arXiv Link
Chavent, Marie; Genuer, Robin; Saracco, Jérôme Combining clustering of variables and feature selection using random forests. (English) Zbl 1489.62179 Commun. Stat., Simulation Comput. 50, No. 2, 426-445 (2021). MSC: 62H30 68T05 PDFBibTeX XMLCite \textit{M. Chavent} et al., Commun. Stat., Simulation Comput. 50, No. 2, 426--445 (2021; Zbl 1489.62179) Full Text: DOI arXiv
Grina, Fares; Elouedi, Zied; Lefèvre, Eric Uncertainty-aware resampling method for imbalanced classification using evidence theory. (English) Zbl 07542353 Vejnarová, Jiřina (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 16th European conference, ECSQARU 2021, Prague, Czech Republic, September 21–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12897, 342-353 (2021). MSC: 68T37 PDFBibTeX XMLCite \textit{F. Grina} et al., Lect. Notes Comput. Sci. 12897, 342--353 (2021; Zbl 07542353) Full Text: DOI
Shan, Ruocheng; Youssef, Abdou Towards math terms disambiguation using machine learning. (English) Zbl 1485.68295 Kamareddine, Fairouz (ed.) et al., Intelligent computer mathematics. 14th international conference, CICM 2021, Timisoara, Romania, July 26–31, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12833, 90-106 (2021). MSC: 68V25 68T05 PDFBibTeX XMLCite \textit{R. Shan} and \textit{A. Youssef}, Lect. Notes Comput. Sci. 12833, 90--106 (2021; Zbl 1485.68295) Full Text: DOI
Arevalillo, Jorge M. Ensemble learning from model based trees with application to differential price sensitivity assessment. (English) Zbl 1489.91106 Inf. Sci. 557, 16-33 (2021). MSC: 91B24 68T05 PDFBibTeX XMLCite \textit{J. M. Arevalillo}, Inf. Sci. 557, 16--33 (2021; Zbl 1489.91106) Full Text: DOI
Scillitoe, Ashley; Seshadri, Pranay; Girolami, Mark Uncertainty quantification for data-driven turbulence modelling with Mondrian forests. (English) Zbl 07506537 J. Comput. Phys. 430, Article ID 110116, 23 p. (2021). MSC: 76Fxx 68Txx 76-XX PDFBibTeX XMLCite \textit{A. Scillitoe} et al., J. Comput. Phys. 430, Article ID 110116, 23 p. (2021; Zbl 07506537) Full Text: DOI arXiv
Dudyrev, Egor; Kuznetsov, Sergei O. Decision concept lattice vs. decision trees and random forests. (English) Zbl 07493564 Braud, Agnès (ed.) et al., Formal concept analysis. 16th international conference, ICFCA 2021, Strasbourg, France, June 29 – July 2, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12733, 252-260 (2021). MSC: 68T30 PDFBibTeX XMLCite \textit{E. Dudyrev} and \textit{S. O. Kuznetsov}, Lect. Notes Comput. Sci. 12733, 252--260 (2021; Zbl 07493564) Full Text: DOI arXiv
Kusy, Maciej; Zajdel, Roman A weighted wrapper approach to feature selection. (English) Zbl 07490730 Int. J. Appl. Math. Comput. Sci. 31, No. 4, 685-696 (2021). MSC: 62Hxx 68Txx 94Axx PDFBibTeX XMLCite \textit{M. Kusy} and \textit{R. Zajdel}, Int. J. Appl. Math. Comput. Sci. 31, No. 4, 685--696 (2021; Zbl 07490730) Full Text: DOI
Pięta, Piotr; Szmuc, Tomasz Applications of rough sets in big data analysis: an overview. (English) Zbl 07490729 Int. J. Appl. Math. Comput. Sci. 31, No. 4, 659-683 (2021). MSC: 68Txx 62Hxx 68Uxx PDFBibTeX XMLCite \textit{P. Pięta} and \textit{T. Szmuc}, Int. J. Appl. Math. Comput. Sci. 31, No. 4, 659--683 (2021; Zbl 07490729) Full Text: DOI