Interpretable machine learning for predicting urban flash flood hotspots using intertwined land and built-environment features.
Zhewei LiuTyler FeltonAli MostafaviPublished in: Comput. Environ. Urban Syst. (2024)
Keyphrases
- machine learning
- feature set
- pattern recognition
- image features
- co occurrence
- artificial intelligence
- feature generation
- machine learning approaches
- feature space
- feature vectors
- machine learning algorithms
- feature engineering
- neural network
- inductive learning
- learning tasks
- machine learning methods
- natural language processing
- classification accuracy
- mobile robot
- data analysis
- feature extraction
- supervised learning
- information extraction
- spatial information
- active learning
- learning models
- extracted features
- feature construction
- decision trees
- machine learning models
- computer vision