A Comparative Study and a New Industrial Platform for Decentralized Anomaly Detection Using Machine Learning Algorithms
Author:
Affiliation:
1. Cologne Lab of Artificial Intelligence and Smart Automation (CAISA) TH Köln,Köln,Germany
2. ASINCO GmbH,Department of Research and Innovation,Duisburg,Germany
3. MDZ RHEINLAND - Rhineland Digital Centre for SMEs,Köln,51105
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9891857/9889787/09892939.pdf?arnumber=9892939
Reference50 articles.
1. Anomaly Detection for Industrial Control System Based on Autoencoder Neural Network
2. AUC: A Better Measure than Accuracy in Comparing Learning Algorithms
3. DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series
4. Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks;ergen;ArXiv Preprint,2017
Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Enhancing Cybersecurity: The Development of a Flexible Deep Learning Model for Enhanced Anomaly Detection;2024 Systems and Information Engineering Design Symposium (SIEDS);2024-05-03
2. Anomaly Detection from Web Log Data Using Machine Learning Model;2023 7th International Conference on Computer Applications in Electrical Engineering-Recent Advances (CERA);2023-10-27
3. Time series prediction and anomaly detection with recurrent spiking neural networks;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18
4. Decentralized Real-Time Anomaly Detection in Cyber-Physical Production Systems under Industry Constraints;Sensors;2023-04-23
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3