Concepedia

Graph Convolutional Networks based short-term load forecasting: Leveraging spatial information for improved accuracy

Haris Mansoor, Muhammad Shuzub Gull, Huzaifa Rauf, Inam Ul Hasan Shaikh, Muhammad Khalid, Naveed Arshad

Electric Power Systems Research · 2024 · 32 citations · 47 references

Concepts

ComputingData ScienceForecastingMachine LearningPredictive AnalyticsDeep LearningGraph-based LearningLoad AnalysisLoad ForecastingReal-time ForecastingShort-term ForecastingConvolutional Forecasting ModelsConvolutional Neural NetworksGraph Convolutional NetworksLoad Pattern AnalysisShort-term Load ForecastingSpatial Information ModelingSpatial Load ForecastingTemporal Load Forecasting

References

47

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

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

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

Aditya Grover, Jure Leskovec · 2016 · 10.9K citations

Computing, Computer Science, Feature Engineering +16

2014 · 8.5K citations · Full text

Computing, Computer Science, Knowledge Representation +16