Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning.
Vítor RibeiroEduardo H. M. PenaRaphael de Freitas SaldanhaReza AkbariniaPatrick ValduriezFalaah Arif KhanJulia StoyanovichFábio PortoPublished in: SBBD (2023)
Keyphrases
- machine learning
- data sets
- data analysis
- image data
- data processing
- domain specific
- training data
- data distribution
- data points
- raw data
- synthetic data
- learning algorithm
- data structure
- complex data
- big data
- data quality
- original data
- data collection
- database
- small number
- decision trees
- data sources
- high dimensional
- high quality
- sensor data
- machine learning methods
- multimedia data
- relational databases
- data reduction
- data retrieval
- explanation based learning