Concepedia

Network-scale traffic prediction via knowledge transfer and regional MFD analysis

Junyi Li, Ningke Xie, Kaihang Zhang, Fangce Guo, Simon Hu, Xiqun Chen

Transportation Research Part C Emerging Technologies · 2022 · 38 citations · 81 references

Concepts

ComputingData ScienceForecastingKnowledge TransferTransportCommunication NetworksIntelligent Transportation SystemsNetwork Traffic AnalysisRegional Transportation SystemsTraffic Flow TheoryTransfer LearningNetwork Traffic DynamicsNetwork Traffic ModelingTraffic Flow ForecastingTraffic Flow PredictionTraffic ForecastingTraffic PredictionTransfer Learning For Time Series Forecasting

References

81

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Collective dynamics of ‘small-world’ networks

Duncan J. Watts, Steven H. Strogatz · Nature · 1998 · 43.2K citations

Engineering, Organization Studies, Sociology +14

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

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

Fast unfolding of communities in large networks

Vincent D. Blondel, Jean‐Loup Guillaume, Renaud Lambiotte et al. · Journal of Statistical Mechanics Theory and Experiment · 2008 · 21.2K citations · Full text

Computing, Sociology, Community Assessment +14