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Found 487 Documents (Results 1–100)

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Randomness and elements of decision theory applied to signals. (English) Zbl 1479.94001

Cham: Springer (ISBN 978-3-030-90313-8/hbk; 978-3-030-90316-9/pbk; 978-3-030-90314-5/ebook). xvii, 242 p. (2021).
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An introduction to machine learning in quantitative finance. (English) Zbl 1474.91003

Advanced Textbooks in Mathematics. Hackensack, NJ: World Scientific (ISBN 978-1-78634-936-1/hbk; 978-1-78634-964-4/pbk; 978-1-78634-938-5/ebook). xxiv, 238 p. (2021).
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Margin-based semi-supervised learning using Apollonius circle. (English) Zbl 07316482

Barbosa, Luís Soares (ed.) et al., Topics in theoretical computer science. Third IFIP WG 1.8 international conference, TTCS 2020, Tehran, Iran, July 1–2, 2020. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12281, 48-60 (2020).
MSC:  68Qxx 68R10 68U05
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From supervised instance and feature selection algorithms to dual selection: a review. (English) Zbl 1436.62047

Ros, Frédéric (ed.) et al., Sampling Techniques for supervised or unsupervised tasks. Cham: Springer. Unsuperv. Semi-Superv. Learn., 83-128 (2020).
MSC:  62D05 62H30
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Generating neural archetypes to instruct fast and interpretable decisions. (English) Zbl 1442.62766

Bucciarelli, Edgardo (ed.) et al., Decision economics: complexity of decisions and decisions for complexity. Papers based on the presentations at the international conference on decision economics, DECON 2019, Ávila, Spain, June 26–28, 2019. Cham: Springer. Adv. Intell. Syst. Comput. 1009, 45-52 (2020).
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Simultaneous supervised and unsupervised classification modeling for assessing cluster analysis and improving results interpretability. (English) Zbl 1436.62249

Greselin, Francesca (ed.) et al., Statistical learning of complex data. Selected papers of the 11th scientific meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2017), Milan, Italy, September 13–15, 2017. Cham: Springer. Stud. Classification Data Anal. Knowl. Organ., 23-31 (2019).
MSC:  62H30 62J12
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Semi-supervised classification using multiple clustering and low-rank matrix operations. (English) Zbl 1442.68191

Khachay, Michael (ed.) et al., Mathematical optimization theory and operations research. 18th international conference, MOTOR 2019, Ekaterinburg, Russia, July 8–12, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11548, 529-540 (2019).
MSC:  68T05 62H30
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A study of Boolean matrix factorization under supervised settings. (English) Zbl 07166014

Cristea, Diana (ed.) et al., Formal concept analysis. 15th international conference, ICFCA 2019, Frankfurt, Germany, June 25–28, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11511, 341-348 (2019).
MSC:  68T30
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On the logical analysis of partially ordered data in the supervised classification problem. (English. Russian original) Zbl 07150938

Comput. Math. Math. Phys. 59, No. 9, 1542-1552 (2019); translation from Zh. Vychisl. Mat. Mat. Fiz. 59, No. 9, 1605-1616 (2019).
MSC:  68T05 62H30 68T09
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