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Found 4,559 Documents (Results 1–100)

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Gan, Guojun; Ma, Chaoqun; Wu, Jianhong
Data clustering. Theory, algorithms, and applications. 2nd edition. (English) Zbl 07314177
Mathematics in Industry (Philadelphia) 5. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (ISBN 978-1-61197-632-8/pbk; 978-1-61197-633-5/ebook). xxiii, 406 p. (2021).
MSC:  68-01 62-01 62H30 62R07 68T05 68T09 68T10 92-08
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\textit{G. Gan} et al., Data clustering. Theory, algorithms, and applications. 2nd edition. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (2021; Zbl 07314177)
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Calvetti, Daniela; Somersalo, Erkki
Mathematics of data science. A computational approach to clustering and classification. (English) Zbl 07314144
Data Science Book Series. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (ISBN 978-1-61197-636-6/pbk). x, 189 p. (2021).
MSC:  68-01 62H30 68T05 68T09
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\textit{D. Calvetti} and \textit{E. Somersalo}, Mathematics of data science. A computational approach to clustering and classification. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (2021; Zbl 07314144)
Wu, Hulin (ed.); Yamal, Jose Miguel (ed.); Yaseen, Ashraf (ed.); Maroufy, Vahed (ed.)
Statistics and machine learning methods for EHR data. From data extraction to data analytics. (English) Zbl 1454.62015
Chapman & Hall/CRC Healthcare Informatics Series. Boca Raton, FL: CRC Press (ISBN 978-0-367-44239-2/hbk; 978-1-00-303000-3/ebook). 327 p. (2021).
MSC:  62-06 62P10 62R07 62B10 62H11 62D10 94A15 68T05 00B15
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\textit{H. Wu} (ed.) et al., Statistics and machine learning methods for EHR data. From data extraction to data analytics. Boca Raton, FL: CRC Press (2021; Zbl 1454.62015)
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Gerds, Thomas A.; Kattan, Michael W.
Medical risk prediction models. With ties to machine learning. (English) Zbl 07302699
Chapman & Hall/CRC Biostatistics Series. Boca Raton, FL: CRC Press (ISBN 978-1-138-38447-7/hbk; 978-1-138-38448-4/ebook). 312 p. (2021).
MSC:  62-02 92-02 62P10 62M20 62N05 62H30 92C50 92D30 62-08 68T05
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\textit{T. A. Gerds} and \textit{M. W. Kattan}, Medical risk prediction models. With ties to machine learning. Boca Raton, FL: CRC Press (2021; Zbl 07302699)
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Yu, T. Robert; Song, Xuehu
Big data and artificial intelligence in the banking industry. (English) Zbl 1454.91345
Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4025-4041 (2021).
MSC:  91G45 62P05 62R07 68T05
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\textit{T. R. Yu} and \textit{X. Song}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4025--4041 (2021; Zbl 1454.91345)
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Lee, Cheng Few
Introduction to financial econometrics, mathematics, statistics, and machine learning. (English) Zbl 1454.91364
Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 1. Hackensack, NJ: World Scientific. 1-99 (2021).
MSC:  91G70 91G80 62P05 68T05
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\textit{C. F. Lee}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 1. Hackensack, NJ: World Scientific. 1--99 (2021; Zbl 1454.91364)
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Sucar, Luis Enrique
Probabilistic graphical models. Principles and applications. 2nd fully updated edition. (English) Zbl 1453.68001
Advances in Computer Vision and Pattern Recognition. Cham: Springer (ISBN 978-3-030-61942-8/hbk; 978-3-030-61943-5/ebook). xxviii, 355 p. (2021).
MSC:  68-01 62-01 60J20 62-04 62F15 62H22 62H30 68-04 68T05 68T07 68T37 90C40
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\textit{L. E. Sucar}, Probabilistic graphical models. Principles and applications. 2nd fully updated edition. Cham: Springer (2021; Zbl 1453.68001)
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Lee, Cheng Few (ed.); Lee, John C. (ed.)
Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. (English) Zbl 1446.91004
Hackensack, NJ: World Scientific (ISBN 978-981-12-0244-5/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). xli, 3517-4881 (2021).
MSC:  91-00 62-00 68-00 91G70 91G80 62P05 68T05 00B15
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\textit{C. F. Lee} (ed.) and \textit{J. C. Lee} (ed.), Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific (2021; Zbl 1446.91004)
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Lee, Cheng Few (ed.); Lee, John C. (ed.)
Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 3. (English) Zbl 1446.91003
Hackensack, NJ: World Scientific (ISBN 978-981-12-0243-8/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). xli, 2337-3516 (2021).
MSC:  91-00 62-00 68-00 91G70 91G80 62P05 68T05 00B15
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\textit{C. F. Lee} (ed.) and \textit{J. C. Lee} (ed.), Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 3. Hackensack, NJ: World Scientific (2021; Zbl 1446.91003)
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Lee, Cheng Few (ed.); Lee, John C. (ed.)
Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 2. (English) Zbl 1446.91002
Hackensack, NJ: World Scientific (ISBN 978-981-12-0242-1/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). xli, 1025-2335 (2021).
MSC:  91-00 62-00 68-00 91G70 91G80 62P05 68T05 00B15
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\textit{C. F. Lee} (ed.) and \textit{J. C. Lee} (ed.), Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 2. Hackensack, NJ: World Scientific (2021; Zbl 1446.91002)
Full Text: DOI
Lee, Cheng Few (ed.); Lee, John C. (ed.)
Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 1. (English) Zbl 1446.91001
Hackensack, NJ: World Scientific (ISBN 978-981-12-0241-4/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). xli, 1024 p. (2021).
MSC:  91-00 62-00 68-00 91G70 91G80 62P05 68T05 00B15
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\textit{C. F. Lee} (ed.) and \textit{J. C. Lee} (ed.), Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 1. Hackensack, NJ: World Scientific (2021; Zbl 1446.91001)
Full Text: DOI
Zarei, Mojtaba; Wang, Yu; Pajic, Miroslav
Statistical verification of learning-based cyber-physical systems. (English) Zbl 07300853
Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21–24, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-7018-9). Article No. 12, 7 p. (2020).
MSC:  68Q45 68Q60 93C30
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\textit{M. Zarei} et al., in: Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21--24, 2020. New York, NY: Association for Computing Machinery (ACM). Article No. 12, 7 p. (2020; Zbl 07300853)
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Edmonds, Alexander; Nikolov, Aleksandar; Ullman, Jonathan
The power of factorization mechanisms in local and central differential privacy. (English) Zbl 07298259
Makarychev, Konstantin (ed.) et al., Proceedings of the 52nd annual ACM SIGACT symposium on theory of computing, STOC ’20, Chicago, IL, USA, June 22–26, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-6979-4). 425-438 (2020).
MSC:  68Qxx
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\textit{A. Edmonds} et al., in: Proceedings of the 52nd annual ACM SIGACT symposium on theory of computing, STOC '20, Chicago, IL, USA, June 22--26, 2020. New York, NY: Association for Computing Machinery (ACM). 425--438 (2020; Zbl 07298259)
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Zenkov, V. V.
Applying an approximation of the Anderson discriminant function and support vector machines for solving some classification tasks. (English. Russian original) Zbl 07294353
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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\textit{V. V. Zenkov}, Autom. Remote Control 81, No. 1, 118--129 (2020; Zbl 07294353); translation from Avtom. Telemekh. 2020, No. 1, 159--172 (2020)
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Denuit, Michel; Hainaut, Donatien; Trufin, Julien
Effective statistical learning methods for actuaries II. Tree-based methods and extensions. (English) Zbl 1451.62003
Springer Actuarial. Lecture Notes. Cham: Springer (ISBN 978-3-030-57555-7/pbk; 978-3-030-57556-4/ebook). x, 228 p. (2020).
MSC:  62-01 62P05 62J12 62M10 68T05 62H30 91-01 91G05
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\textit{M. Denuit} et al., Effective statistical learning methods for actuaries II. Tree-based methods and extensions. Cham: Springer (2020; Zbl 1451.62003)
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Bagirov, Adil M.; Karmitsa, Napsu; Taheri, Sona
Partitional clustering via nonsmooth optimization. Clustering via optimization. (English) Zbl 1448.68001
Unsupervised and Semi-Supervised Learning. Cham: Springer (ISBN 978-3-030-37825-7/hbk; 978-3-030-37826-4/ebook). xx, 336 p. (2020).
MSC:  68-01 62H30 68T05 68T09 90C90
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\textit{A. M. Bagirov} et al., Partitional clustering via nonsmooth optimization. Clustering via optimization. Cham: Springer (2020; Zbl 1448.68001)
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