A systematic review of data-driven approaches to fault diagnosis and early warning
As an important stage of life cycle management, machinery PHM (prognostics and health
management), an emerging subject in mechanical engineering, has seen a huge amount of …
management), an emerging subject in mechanical engineering, has seen a huge amount of …
A critical review of cyber-physical security for building automation systems
Abstract Modern Building Automation Systems (BASs), as the brain that enable the
smartness of a smart building, often require increased connectivity both among system …
smartness of a smart building, often require increased connectivity both among system …
A proactive attack detection for heating, ventilation, and air conditioning (HVAC) system using explainable extreme gradient boosting model (XGBoost)
The advent of Industry 4.0 has revolutionized the life enormously. There is a growing trend
towards the Internet of Things (IoT), which has made life easier on the one hand and …
towards the Internet of Things (IoT), which has made life easier on the one hand and …
Financial fraud detection: the use of visualization techniques in credit card fraud and money laundering domains
ME Lokanan - Journal of Money Laundering Control, 2022 - emerald.com
Financial fraud detection: the use of visualization techniques in credit card fraud and money
laundering domains | Emerald Insight Books and journals Case studies Expert Briefings Open …
laundering domains | Emerald Insight Books and journals Case studies Expert Briefings Open …
Visualization assisted approach to anomaly and attack detection in water treatment systems
A Meleshko, A Shulepov, V Desnitsky, E Novikova… - Water, 2022 - mdpi.com
The specificity of the water treatment field, associated with water transmission, distribution
and accounting, as well as the need to use automation and intelligent tools for various …
and accounting, as well as the need to use automation and intelligent tools for various …
Effectiveness error: Measuring and improving radviz visual effectiveness
RadViz contributes to multidimensional analysis by using 2D points for encoding data
elements and interpreting them along the original data dimensions. For these characteristics …
elements and interpreting them along the original data dimensions. For these characteristics …
Approach to Anomaly Detection in Cyber-Physical Object Behavior
A Shulepov, E Novikova, I Murenin - International Symposium on …, 2021 - Springer
Though the problem of anomaly detection in a cyber-physical object (CPO) behaviour is
highly researched topic, there are still open challenges in this field that mainly relate to the …
highly researched topic, there are still open challenges in this field that mainly relate to the …
Graph Visualization: Alternative Models Inspired by Bioinformatics
Currently, the methods and means of human–machine interaction and visualization as its
integral part are being increasingly developed. In various fields of scientific knowledge and …
integral part are being increasingly developed. In various fields of scientific knowledge and …
Data visualization tool for smart buildings HVAC systems
With the expected increase in world population and economic growth, the demand for
energy is steadily increasing worldwide. To support the growing exploitation of energy …
energy is steadily increasing worldwide. To support the growing exploitation of energy …
[PDF][PDF] Usability assessment of the visualization-driven approaches to the HVAC data exploration
E Novikova, P Belimova, A Dzhumagulova… - CEUR Workshop …, 2020 - ceur-ws.org
Application of the Internet-connected operational devices in the heating, ventilation and
conditioning (HVAC) systems has extended the cyberattack surface by introducing different …
conditioning (HVAC) systems has extended the cyberattack surface by introducing different …