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Found 508 Documents (Results 1–100)

An introduction to statistical learning. With applications in Python. (English) Zbl 07724265

Springer Texts in Statistics. Cham: Springer (ISBN 978-3-031-38746-3/hbk; 978-3-031-39189-7/pbk; 978-3-031-38747-0/ebook). xv, 60 p. (2023).
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Thinking data science. A data science practitioner’s guidebook. (English) Zbl 07566650

The Springer Series in Applied Machine Learning. Cham: Springer (ISBN 978-3-031-02362-0/hbk; 978-3-031-02365-1/pbk; 978-3-031-02363-7/ebook). xx, 358 p. (2023).
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Method for improving gradient boosting learning efficiency based on modified loss functions. (English. Russian original) Zbl 1507.68245

Autom. Remote Control 83, No. 12, 1935-1943 (2022); translation from Avtom. Telemekh. 2022, No. 12, 78-88 (2022).
MSC:  68T05 68T09
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Influence maximization in complex networks through supervised machine learning. (English) Zbl 07616713

Benito, Rosa Maria (ed.) et al., Complex networks & their applications X. Volume 2. Proceedings of the 10th international conference, COMPLEX NETWORKS 2021, Madrid, Spain, November 30 – December 2, 2021. Cham: Springer. Stud. Comput. Intell. 1016, 217-228 (2022).
MSC:  68Txx
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Granular modeling for the realization of fundamentals of control, systems analysis, and decision making. (English) Zbl 1500.93062

Shi, Peng (ed.) et al., Complex systems: spanning control and computational cybernetics: foundations. Dedicated to Professor Georgi M. Dimirovski on his anniversary. Cham: Springer. Stud. Syst. Decis. Control 414, 3-25 (2022).
MSC:  93C42 93-08 93-10
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Multitarget decryption failure attacks and their application to Saber and Kyber. (English) Zbl 1492.94087

Hanaoka, Goichiro (ed.) et al., Public-key cryptography – PKC 2022. 25th IACR international conference on practice and theory of public-key cryptography, virtual event, March 8–11, 2022. Proceedings. Part I. Cham: Springer. Lect. Notes Comput. Sci. 13177, 3-33 (2022).
MSC:  94A60 81P94
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More accurate geometric analysis on the impact of successful decryptions for IND-CCA secure Ring/Mod-LWE/LWR based schemes. (English) Zbl 1492.94171

Galbraith, Steven D. (ed.), Topics in cryptology – CT-RSA 2022. Cryptographers’ track at the RSA conference 2022, virtual event, March 1–2, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13161, 196-222 (2022).
MSC:  94A60
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Boosting simple learners. (English) Zbl 07765187

Khuller, Samir (ed.) et al., Proceedings of the 53rd annual ACM SIGACT symposium on theory of computing, STOC ’21, virtual, Italy, June 21–25, 2021. New York, NY: Association for Computing Machinery (ACM). 481-489 (2021).
MSC:  68Qxx
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Two-level regression method using ensembles of trees with optimal divergence. (English. Russian original) Zbl 07427869

Dokl. Math. 104, No. 1, 212-215 (2021); translation from Dokl. Ross. Akad. Nauk, Mat. Inform. Protsessy Upr. 499, 63-66 (2021).
MSC:  68Txx 62-XX 62Jxx
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