Concepedia

Novel approach for burst detection in water distribution systems based on graph neural networks

Ariele Zanfei, Andrea Menapace, Bruno Brentan, Maurizio Righetti, Manuel Herrera

Sustainable Cities and Society · 2022 · 66 citations · 40 references

Open access

Concepts

EngineeringWater Resources ManagementWater Resources EngineeringGraph AnalyticsGraph MiningWater Distribution SystemsWater Supply EngineeringWater Supply OperationsWater Supply System AnalysisBurst DetectionBurst Detection AlgorithmsDistribution SystemsGraph Neural NetworksWater Distribution Network AnalysisWater Distribution Network Modeling

References

40

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories

Dagstuhl Research Online Publication Server · 2025 · 16.2K citations · Full text

Computing, Computer Science, Feature Engineering +16

Rectified Linear Units Improve Restricted Boltzmann Machines

Vinod Nair, Geoffrey E. Hinton · International Conference on Machine Learning · 2010 · 13.2K citations

Computing, Computer Science, Computer Vision +16

A Comprehensive Survey on Graph Neural Networks

IEEE Transactions on Neural Networks and Learning Systems · 2020 · 9.2K citations · Full text

Computing, Computer Science, Data Mining +11