Integrating active learning and crowdsourcing into large-scale supervised landcover mapping algorithms.
Stephanie R. DebatsLyndon D. EstesDavid R. ThompsonKelly K. CaylorPublished in: PeerJ Prepr. (2017)
Keyphrases
- active learning
- learning algorithm
- semi supervised
- machine learning
- orders of magnitude
- computational cost
- times faster
- real life
- optimization problems
- small scale
- benchmark datasets
- computationally efficient
- theoretical analysis
- selection strategies
- data mining
- machine learning algorithms
- worst case
- relevance feedback
- evolutionary algorithm
- learning environment
- data structure
- reinforcement learning