Meta-learning for vessel time series data imputation method recommendation.
Tirana Noor FatyanosaNeni Alya FirdausantiPutu Hangga Nan PrayogaMinoki KuriuMasayoshi AritsugiIsrael MendonçaPublished in: Expert Syst. Appl. (2024)
Keyphrases
- meta learning
- missing data imputation
- missing values
- data imputation
- imputation methods
- machine learning algorithms
- inductive learning
- learning tasks
- missing data
- recommender systems
- model selection
- decision trees
- collaborative filtering
- feature selection
- metamodel
- base classifiers
- machine learning
- data mining
- data analysis
- high dimensional
- image segmentation
- learning algorithm
- database
- knowledge acquisition
- knowledge discovery
- development process
- data points
- active learning
- k nearest neighbour