Pragmatic and ML Approaches to Backfilling Missing Data Within Time Series Datasets
International Conference on Machine Learning and Applications（2024）
关键词
Coastal water level,time series analysis,machine learning,data imputation,hindcasting,ensemble methods,climatic indices,feature engineering,data augmentation,corre-lation analysis,distance calculation,NOAA tide gauge network,missing data handling,regional clustering,environmental data analysis,water level prediction,temporal features,regression,boosted ensemble methods,data completeness,dimensionality reduction,model evaluation,predictive accuracy
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