Concepedia

Optimizing hyperparameters of deep learning in predicting bus passengers based on simulated annealing

Chun‐Wei Tsai, Chien-Hui Hsia, Shuangjie Yang, Shih-Jui Liu, Zhi-Yan Fang

Applied Soft Computing · 2020 · 78 citations · 27 references

Concepts

ComputingComputer ScienceArtificial IntelligenceMachine LearningOptimizationDeep LearningNeural NetworksOptimization For Machine LearningParameter OptimizationRepresentation LearningTransportation ModelsDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingHyperparameter OptimizationOptimization AlgorithmsSimulated AnnealingSimulated Annealing Optimization

References

27

Metaheuristics in combinatorial optimization

Christian Blum, Andrea Roli · ACM Computing Surveys · 2003 · 3.1K citations

Natural Sciences, Computer Science, Mathematics +12

Traffic Flow Prediction With Big Data: A Deep Learning Approach

Yisheng Lv, Yanjie Duan, Wenwen Kang et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 3K citations

Computing, Computer Science, Data Science +17

Metaheuristics in Combinatorial Optimization

Michel Gendreau, Jean‐Yves Potvin · Annals of Operations Research · 2005 · 2.3K citations

Natural Sciences, Computer Science, Mathematics +12

LSTM network: a deep learning approach for short‐term traffic forecast

Zheng Zhao, Weihai Chen, Xingming Wu et al. · IET Intelligent Transport Systems · 2017 · 1.8K citations

Computing, Data Science, Forecasting +16

Routing in vehicular ad hoc networks: A survey

Fan Li, Yu Wang · IEEE Vehicular Technology Magazine · 2007 · 1.1K citations

Computing, Automotive Engineering, Mobile Computing +16