Search Results - "algorithms"

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    First order algorithms for computing linear and polyhedral estimates by Bekri, Yannis, Juditsky, Anatoli, Nemirovski, Arkadi

    Published 2024-10-01
    “…In this paper we (a) explain how to eliminate matrix variables, thus reducing dramatically the design dimension when passing from Interior Point to First Order optimization algorithms and (b) develop and analyse a dedicated algorithm of the latter type — Composite Truncated Level method.…”
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    Detection of phishing portals through machine learning algorithms by E. A. Trushnikov

    Published 2024-10-01
    “…Objective Analysis and practical implementation of the phishing portal detection functionality through machine learning algorithms. Method. Systematization of disparate information, analysis of the field, description of available developments are the main methods that were used in the study. …”
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    Automatic detection of sleep spindles by neural networks algorithms by Jan Rychlík, Roman Mouček

    Published 2024-12-01
    “…This research aims to introduce, formulate, execute, and assess diverse machine/deep learning methodologies tailored for the processing of EEG signals geared explicitly towards identifying sleep spindles. The learning algorithms underwent training using meticulously annotated data from the Montreal Archive of Sleep Studies (MASS) data center. …”
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    Implementation of stochastic signal processing algorithms in radar CAD by M. Yu. Konopel'kin, S. V. Petrov, D. A. Smirnyagina

    Published 2022-10-01
    Subjects: “…radar information processing algorithm…”
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    Algorithms of statistical anomalies clearing for data science applications by Олексій Писарчук, Данило Баран, Юрій Міронов, Ілля Писарчук

    Published 2023-03-01
    “… The paper considers the nature of input data used by Data Science algorithms of modern-day application domains. It then proposes three algorithms designed to remove statistical anomalies from datasets as a part of the Data Science pipeline. …”
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    Mathematical models and algorithms for multi-agent control systems by S. M. Dymkov, A. V. Markov, V. I. Simankov

    Published 2019-06-01
    “…The linear position control algorithms for multi-agent systems are described. The algorithms use a minimum of prior information and spread of these algorithms to the multidimensional case. …”
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