46-Year (1973-2019) Permafrost Landscape Changes in the Hola Basin, Northeast China Using Machine Learning and Object-Oriented Classification.
Raul-David SerbanMihaela SerbanRuixia HeHuijun JinYan LiXinyu LiXinbin WangGuoyu LiPublished in: Remote. Sens. (2021)
Keyphrases
- machine learning
- object oriented
- machine learning methods
- pattern recognition
- machine learning algorithms
- classification accuracy
- text classification
- classification systems
- supervised learning
- supervised machine learning
- decision trees
- relational databases
- support vector machine
- support vector
- model selection
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- computer vision
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- decision rules
- supervised classification
- unsupervised learning
- data mining
- image classification
- databases
- class labels
- classification algorithm
- object oriented databases
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- machine learning approaches
- semi supervised learning
- support vector machine svm
- programming language
- text mining
- natural language processing
- feature space
- roc analysis
- data sets
- feature construction
- object oriented database systems
- classification process
- artificial intelligence
- feature extraction
- data analysis
- automatic classification
- statistical learning
- query language
- pattern classification
- learning tasks
- knowledge discovery
- benchmark datasets
- database applications