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Found 1,738 Documents (Results 1–100)

100
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An introduction to statistical learning. With applications in R. 2nd edition. (English) Zbl 1469.62002

Springer Texts in Statistics. New York, NY: Springer (ISBN 978-1-0716-1417-4/hbk; 978-1-0716-1420-4/pbk; 978-1-0716-1418-1/ebook). xv, 607 p. (2021).
MSC:  62-01 62C99 68T05
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Mathematics of data science. A computational approach to clustering and classification. (English) Zbl 1471.68001

Data Science Book Series. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (ISBN 978-1-61197-636-6/pbk). x, 189 p. (2021).
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Application of discriminant analysis, factor analysis, logistic regression, and KMV-Merton model in credit risk analysis. (English) Zbl 1451.62111

Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4313-4348 (2021).
MSC:  62P05 91G40
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Credit analysis, bond rating forecasting, and default probability estimation. (English) Zbl 1454.91328

Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 3. Hackensack, NJ: World Scientific. 2635-2671 (2021).
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Discriminant analysis, factor analysis, and principal component analysis: theory, method, and applications. (English) Zbl 1454.91355

Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 3. Hackensack, NJ: World Scientific. 2599-2633 (2021).
MSC:  91G50 62P05 62H25
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Data mining applications in accounting and finance context. (English) Zbl 1452.91322

Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 1. Hackensack, NJ: World Scientific. 823-857 (2021).
MSC:  91G45 62P05 62R07
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Authorship attribution by functional discriminant analysis. (English) Zbl 07441088

Slamanig, Daniel (ed.) et al., Mathematical aspects of computer and information sciences. 8th international conference, MACIS 2019, Gebze, Turkey, November 13–15, 2019. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 11989, 438-449 (2020).
MSC:  68-XX 65-XX
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Applying an approximation of the Anderson discriminant function and support vector machines for solving some classification tasks. (English. Russian original) Zbl 1457.62205

Autom. Remote Control 81, No. 1, 118-129 (2020); translation from Avtom. Telemekh. 2020, No. 1, 159-172 (2020).
MSC:  62H30 68T05
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A novel grey wolf optimization based combined feature selection method. (English) Zbl 07240010

Pan, Linqiang (ed.) et al., Bio-inspired computing: theories and applications. 14th international conference, BIC-TA 2019, Zhengzhou, China, November 22–25, 2019. Revised selected papers. Part I. Singapore: Springer. Commun. Comput. Inf. Sci. 1159, 569-580 (2020).
MSC:  68Q07
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Consumers adoption behavior prediction through technology acceptance model and machine learning models. (English) Zbl 1444.62130

Rahman, Azizur (ed.), Statistics for data science and policy analysis. Proceedings of the applied statistics and policy analysis conference 2019, ASPAC2019, Wagga Wagga, Australia, September 5–6, 2019. Singapore: Springer. 333-346 (2020).
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Singularities of mappings. The local behaviour of smooth and complex analytic mappings. (English) Zbl 1448.58032

Grundlehren der Mathematischen Wissenschaften 357. Cham: Springer (ISBN 978-3-030-34439-9/hbk; 978-3-030-34440-5/ebook). xv, 567 p. (2020).
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Unsupervised feature extraction applied to bioinformatics. A PCA based and TD based approach. (English) Zbl 1455.62004

Unsupervised and Semi-Supervised Learning. Cham: Springer (ISBN 978-3-030-22455-4/hbk; 978-3-030-22456-1/ebook). xviii, 321 p. (2020).
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