Machine Learning for the Geosciences: Challenges and Opportunities.
Anuj KarpatneImme Ebert-UphoffSai RavelaHassan Ali BabaieVipin KumarPublished in: IEEE Trans. Knowl. Data Eng. (2019)
Keyphrases
- machine learning
- lessons learned
- pattern recognition
- text classification
- data mining
- learning algorithm
- key issues
- computational intelligence
- machine learning and data mining
- inductive learning
- machine learning approaches
- machine learning methods
- statistical learning
- real world
- explanation based learning
- technical challenges
- open issues
- technological solutions
- neural network
- information extraction
- knowledge discovery
- artificial intelligence
- computational biology
- scientific communities
- supervised machine learning
- information systems
- feature selection
- decision trees
- training data
- knowledge acquisition
- computer science
- data analysis
- kernel methods
- supervised learning
- unsupervised learning