Evaluation of Conditioning Factors of Slope Instability and Continuous Change Maps in the Generation of Landslide Inventory Maps Using Machine Learning (ML) Algorithms.
Rocío N. Ramos-BernalRené Vázquez-JiménezClaudia A. Cantú-RamírezAntonio Alarcón ParedesGustavo Adolfo Alonso-SilverioAdrián G. BruzónFátima Arrogante-FunesFidel Martín-GonzálezCarlos J. NovilloPatricia Arrogante-FunesPublished in: Remote. Sens. (2021)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- artificial intelligence
- computational complexity
- data mining
- optimization problems
- worst case
- decision trees
- learning algorithm
- factors that influence
- computational cost
- evaluation methods
- computationally efficient
- data structure
- information retrieval
- orders of magnitude
- theoretical analysis
- aerial photographs
- evaluation method
- learning models
- evaluation measures
- data sets
- knowledge acquisition
- text classification
- significant improvement
- active learning