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Feature selection for online streaming high-dimensional data: A state-of-the-art review
Abstract Knowledge discovery for data streaming requires online feature selection to reduce
the complexity of real-world datasets and significantly improve the learning process. This is …
the complexity of real-world datasets and significantly improve the learning process. This is …
Multi-type concept drift detection under a dual-layer variable sliding window in frequent pattern mining with cloud computing
J Chen, S Yang, T Gao, Y Ying, T Li, P Li - Journal of Cloud Computing, 2024 - Springer
The detection of different types of concept drift has wide applications in the fields of cloud
computing and security information detection. Concept drift detection can indeed assist in …
computing and security information detection. Concept drift detection can indeed assist in …
Adaptive PCA-based feature drift detection using statistical measure
S Agrahari, AK Singh - Cluster Computing, 2022 - Springer
The plethora of existing methods in the streaming environment is sensitive to extensive and
high-dimensional data. The distribution of these streaming data may change concerning …
high-dimensional data. The distribution of these streaming data may change concerning …
Deep incremental learning for big data stream analytics
Abstract Internet of Things (IoT) consists of many physical devices that generate data
continuously and communicate these data among them. This data is continuously evolving …
continuously and communicate these data among them. This data is continuously evolving …
Современные подходы к обеспечению информационной безопасности АСУ ТП
ДВ Чернов, АА Сычугов - Известия Тульского государственного …, 2018 - cyberleninka.ru
Изложены современные принципы и подходы к обеспечению информационной
безопасности автоматизированных систем управления технологическими процессами …
безопасности автоматизированных систем управления технологическими процессами …
Problems of information security and availability of automated process control systems
D Chernov, A Sychugov - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Modern principles and approaches to information security of automated process control
systems are presented. The examples of complex attacks on automated control systems are …
systems are presented. The examples of complex attacks on automated control systems are …
[PDF][PDF] Метод анализа состояния технологических процессов
АА Сычугов, АП Анчишкин, ДВ Чернов - Радиотехника, 2019 - soatulgu.ru
Аннотация Постановка проблемы. Современные технологические процессы
представляют собой сложные системы, от безаварийной работы которых во многом …
представляют собой сложные системы, от безаварийной работы которых во многом …
[PDF][PDF] A method for analyzing the condition of technological processes
AA SYCHUGOV, YV Frantsuzova… - Asia Life Sciences, 2019 - soatulgu.ru
This article described a method for analyzing the condition of technological processes as an
integral part of a monitoring system based on the one-class SVM approach. The paper …
integral part of a monitoring system based on the one-class SVM approach. The paper …
[PDF][PDF] Feature analysis in evolving data streams: Issues and algorithms
JP Barddal - 2019 - jpbarddal.github.io
In the last decades, the interest in mining massive and potentially unbounded datasets
which arrive at rapid rates, namely data streams, has grown substantially. Data Stream …
which arrive at rapid rates, namely data streams, has grown substantially. Data Stream …
Monitoring and diagnostics of technological processes with the possibility of dynamic selection of variables
AA Sychugov - IOP Conference Series: Materials Science and …, 2020 - iopscience.iop.org
The article describes a method for monitoring and diagnosing the state of technological
processes with the possibility of dynamic selection of variables. As a basis, the algorithm …
processes with the possibility of dynamic selection of variables. As a basis, the algorithm …