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Книга
Integral Robot Technologies and Speech Behavior

Kharlamov A. A., Pantiukhin D., Borisov V. et al.

Newcastle upon Tyne: Cambridge Scholars Publishing, 2024.

Статья
On Trees with a Given Diameter and the Extremal Number of Distance-k Independent Sets

D. S. Taletskii.

Journal of Applied and Industrial Mathematics. 2023. Vol. 17. No. 3. P. 664-677.

Глава в книге
Uncertainty of Graph Clustering in Correlation Block Model

Artem Aroslankin, Valeriy Kalyagin.

In bk.: Mathematical Optimization Theory and Operations Research: Recent Trends. 22nd International Conference, MOTOR 2023, Ekaterinburg, Russia, July 2–8, 2023, Revised Selected Papers, vol 1881. Springer, 2023. P. 353-356.

Препринт
Independent sets versus 4-dominating sets in outerplanar graphs

Taletskii D.

math. arXiv. Cornell University, 2023

Data Mining and Elements of Machine Learning

2023/2024
Учебный год
ENG
Обучение ведется на английском языке
3
Кредиты

Преподаватель

Course Syllabus

Abstract

The course introduces to the students some basic approaches and principles of data mining, the main methods of machine learning and the limits of these methods, the main methods of the quality evaluation.