Concepedia

Prediction of the transient emission characteristics from diesel engine using temporal convolutional networks

Jianxiong Liao, Jie Hu, Peng Chen, Lei Zhu, Yan Wu, Zhizhou Cai, Hanming Wu, Maoxuan Wang

Engineering Applications of Artificial Intelligence · 2023 · 30 citations · 50 references

Concepts

ComputingAutomotive EngineeringComputer ScienceInternal Combustion EnginesMachine LearningTime Series AnalysisDeep LearningEngine EmissionsEngine ModelingEngine PerformanceNeural NetworksTime Series ForecastingConvolutional Neural NetworksDeep Learning For Time Series ForecastingEmission Prediction ModelsEmissions ModelingPredictive Emission ModelingTemporal Convolutional NetworksTransient Emissions

References

50

Random Forests

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

Particle swarm optimization

Riccardo Poli, James Kennedy, Tim Blackwell · Swarm Intelligence · 2007 · 21.4K citations

Architecture, Bioinformatics, Directed Evolution +7

Variable selection using random forests

Robin Genuer, Jean‐Michel Poggi, Christine Tuleau-Malot · Pattern Recognition Letters · 2010 · 2.6K citations

Computing, Data Science, Data Mining +13

Particle swarm optimization (PSO). A tutorial

Federico Marini, Beata Walczak · Chemometrics and Intelligent Laboratory Systems · 2015 · 1.8K citations · Full text

Architecture, Computer Science, Optimization +9

Empirical characterization of random forest variable importance measures

Kellie J. Archer, Ryan Kimes · Computational Statistics & Data Analysis · 2007 · 1.1K citations

Computing, Data Science, Forestry +10