Uncertainty-aware estimation of population abundance using machine learning.
Bastiaan J. BoomEmma Beauxis-AussaletLynda HardmanRobert B. FisherPublished in: Multim. Syst. (2016)
Keyphrases
- machine learning
- machine learning methods
- handling uncertainty
- artificial intelligence
- decision trees
- text classification
- supervised learning
- parameter estimation
- information extraction
- learning systems
- estimation algorithm
- explanation based learning
- estimation accuracy
- computer vision
- learning algorithm
- learning problems
- machine learning algorithms
- model selection
- text mining
- data mining
- least squares
- computer science
- data sets
- incomplete information
- demographic data
- supervised machine learning
- estimation process
- feature selection
- decision theory
- decision making
- pattern recognition
- data analysis
- transfer learning
- probabilistic model
- support vector machine
- natural language processing
- knowledge acquisition