An Aggregate Learning Approach for Interpretable Semi-Supervised Population Prediction and Disaggregation Using Ancillary Data.
Guillaume DervalFrédéric DocquierPierre SchausPublished in: BNAIC/BENELEARN (2019)
Keyphrases
- semi supervised
- data analysis
- prior knowledge
- data structure
- image data
- training data
- learning process
- data processing
- semi supervised learning
- active learning
- background knowledge
- reinforcement learning
- learning algorithm
- database
- data sets
- learning systems
- data distribution
- learning tasks
- unsupervised learning
- meteorological data
- data sources
- end users
- labeled data
- pairwise
- learning environment
- decision trees
- machine learning
- human experts
- land cover
- neural network