Concepedia

Optimized and meta-optimized neural networks for short-term traffic flow prediction: A genetic approach

Eleni I. Vlahogianni, Matthew G. Karlaftis, John Golias

Transportation Research Part C Emerging Technologies · 2005 · 615 citations · 45 references

Open access

Concepts

ComputingComputational EngineeringComputer ScienceMachine LearningOptimizationTransportation EngineeringGenetic AlgorithmsMeta-learningNeural NetworksTraffic EngineeringTraffic Flow AnalysisTraffic Flow TheoryMachine Learning For Traffic AnalysisNetwork Traffic ModelingShort-term Traffic PredictionTraffic Flow ForecastingTraffic Flow PredictionTraffic ForecastingTraffic Prediction

References

45

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

Computing, Computer Science, Algorithms +14

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 21.2K citations

Computing, Computer Science, Mathematics +10

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu · International Journal of Forecasting · 1998 · 4.2K citations

Computing, Computer Science, Artificial Intelligence +11

Evolving artificial neural networks

Xin Yao · Proceedings of the IEEE · 1999 · 3K citations

Computing, Computer Science, Artificial Intelligence +9