An Aggregate Learning Approach for Interpretable Semi-supervised Population Prediction and Disaggregation Using Ancillary Data.
Guillaume DervalFrédéric DocquierPierre SchausPublished in: ECML/PKDD (3) (2019)
Keyphrases
- data sets
- semi supervised
- prior knowledge
- image data
- training data
- data distribution
- data structure
- labeled data
- data collection
- partially labeled
- human experts
- data processing
- online learning
- learning algorithm
- data points
- supervised learning
- knowledge discovery
- labeled and unlabeled data
- active learning
- data analysis
- learning models
- raw data
- database
- prediction error
- reinforcement learning
- spatial data
- prediction accuracy
- unlabeled data
- learning process
- data sources
- input data