Mapping New Informal Settlements using Machine Learning and Time Series Satellite Images: An Application in the Venezuelan Migration Crisis.
Isabelle TingzonNiccolo DejitoRen Avell FloresRodolfo De GuzmanLiliana CarvajalKaterine Zapata ErazoIvan Enrique Contreras CalaJeffrey VillavecesDaniela RubioRayid GhaniPublished in: CoRR (2020)
Keyphrases
- satellite images
- machine learning
- multispectral
- remote sensing
- change detection
- satellite imagery
- high resolution satellite images
- remote sensing images
- high resolution
- machine learning methods
- urban areas
- digital elevation models
- decision trees
- natural language processing
- google earth
- machine learning algorithms
- data mining
- reinforcement learning
- pattern recognition
- non stationary
- dynamic time warping
- land cover
- satellite data
- remotely sensed
- hyperspectral
- learning algorithm
- feature selection
- supervised learning
- supervised classification
- stock price
- multivariate time series
- stock market
- feature extraction
- neural network