A masking-based federated singular value decomposition method for anomaly detection in industrial internet of things

O Hordiichuk-Bublivska, H Beshley… - … Journal of Web …, 2023 - inderscienceonline.com
The industrial internet of things (IIoT) is a flexible and scalable manufacturing system that
can collect and analyse data from sensors based on machine learning, cloud, and edge …

Model of Large Sparse Datasets Processing Efficiency in IIOT

M Klymash, M Kyryk, Y Pyrih… - … Conference on the …, 2023 - ieeexplore.ieee.org
The paper studies the peculiarities of processing big data in industrial systems. Existing
methods of optimizing user information and the effectiveness of recommender systems have …

A modified federated singular value decomposition method for big data and ML optimization in IIoT systems

O Hordiichuk-Bublivska, H Beshley, M Kyryk… - … on Advanced Trends in …, 2022 - Springer
Continuous improvement of digital technologies allows for the introduction of new and
improvement of existing areas of human life. Medicine, education, industry and many other …

Research on the Automated Decision-Making Effectiveness in Industrial Automation System

M Klymash, O Hordiichuk-Bublivska… - 2023 IEEE 5th …, 2023 - ieeexplore.ieee.org
The problems of automating production processes using the intelligent analysis of big data
were discussed in the paper. Existing methods of processing information from various …

[PDF][PDF] INTUTIVE HYBRID CNN MODELWITH CATBOOST FOR ANAMOLY AND INTRUSION DETECTION

PN Rao, K Radhika - International Journal of Engineering Research and …, 2024 - ijerst.org
Anomaly detection is of paramount importance in Anomaly detection is crucial for
safeguarding critical systems across various domains, yet existing methods often face …

[PDF][PDF] ДОСЛІДЖЕННЯ ЕФЕКТИВНОСТІ ВИКОРИСТАННЯ РОЗПОДІЛЕНОЇ МАТРИЧНОЇ ФАКТОРИЗАЦІЇ В ПРОМИСЛОВИХ СИСТЕМАХ

О Гордійчук-Бублівська - 2023 - science.lpnu.ua
У роботі проаналізовано основні особливості оброблення великих обсягів даних в
промислових smart grid системах. Визначено переваги розподілених обчислень для …