Concepedia

Urban flow prediction from spatiotemporal data using machine learning: A survey

Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang

Information Fusion · 2020 · 306 citations · 90 references

Concepts

ComputingUrban PlanningGeospatial Artificial IntelligenceMachine LearningUrban AnalyticsGeospatial Machine LearningSpatial Feature EngineeringSpatial PredictionTraffic Flow AnalysisTraffic Flow TheoryUrban TransportMachine Learning For Urban ForecastingSpatiotemporal Data AnalysisSpatiotemporal Machine LearningSpatiotemporal PredictionUrban Flow AnalysisUrban Flow PatternsUrban Traffic Flow

References

90

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Computing, Computer Science, Computer Vision +11

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Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

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Life Sciences, Computer Science, Neuroscience +12

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Computers & Mathematics with Applications · 1996 · 14.4K citations

Computing, Computer Science, Neuroscience +14