9 citations · 21 across the 10 of their papers we have counts for
10 papers
Interpretable Event Diagnosis in Water Distribution Networks
André Artelt, Stelios G. Vrachimis, Demetrios G. Eliades +3
The increasing penetration of information and communication technologies in the design, monitoring, and control of water systems enables the use of algorithms for detecting and ide…
Urban Water Consumption Forecasting Using Deep Learning and Correlated District Metered Areas
Kleanthis Malialis, Nefeli Mavri, Stelios G. Vrachimis +3
Accurate water consumption forecasting is a crucial tool for water utilities and policymakers, as it helps ensure a reliable supply, optimize operations, and support infrastructure…
iCPS-DL: A Description Language for Autonomic Industrial Cyber-Physical Systems
Dimitrios Kouzapas, Christos G. Panayiotou, Demetrios G. Eliades
Modern industrial systems require frequent updates to their cyber and physical infrastructures, often demanding considerable reconfiguration effort. This paper introduces the indus…
A Toolbox for Supporting Research on AI in Water Distribution Networks
André Artelt, Marios S. Kyriakou, Stelios G. Vrachimis +3
Drinking water is a vital resource for humanity, and thus, Water Distribution Networks (WDNs) are considered critical infrastructures in modern societies. The operation of WDNs is…
Non-intrusive Water Usage Classification Considering Limited Training Data
Pavlos Pavlou, Stelios Vrachimis, Demetrios G. Eliades +1
Smart metering of domestic water consumption to continuously monitor the usage of different appliances has been shown to have an impact on people's behavior towards water conservat…
A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring
Dimitris Papatheodoulou, Pavlos Pavlou, Stelios G. Vrachimis +3
Numerous real-world problems from a diverse set of application areas exist that exhibit temporal dependencies. We focus on a specific type of time series classification which we re…
One Explanation to Rule them All -- Ensemble Consistent Explanations
André Artelt, Stelios Vrachimis, Demetrios Eliades +2
Transparency is a major requirement of modern AI based decision making systems deployed in real world. A popular approach for achieving transparency is by means of explanations. A…
Assessing Cyber-Physical Security in Industrial Control Systems
Martín Barrère, Chris Hankin, Demetrios G. Eliades +2
Over the last years, Industrial Control Systems (ICS) have become increasingly exposed to a wide range of cyber-physical threats. Efficient models and techniques able to capture th…
MaxSAT Evaluation 2019 -- Benchmark: Identifying Security-Critical Cyber-Physical Components in Weighted AND/OR Graphs
Martín Barrère, Chris Hankin, Nicolas Nicolau +2
This paper presents a MaxSAT benchmark focused on identifying critical nodes in AND/OR graphs. We use AND/OR graphs to model Industrial Control Systems (ICS) as they are able to se…
Identifying Security-Critical Cyber-Physical Components in Industrial Control Systems
Martín Barrère, Chris Hankin, Nicolas Nicolau +2
In recent years, Industrial Control Systems (ICS) have become an appealing target for cyber attacks, having massive destructive consequences. Security metrics are therefore essenti…