Rain Discrimination with Machine Learning Classifiers for Opportunistic Rain Detection System Using Satellite Micro-Wave Links.
Christian GianoglioAyham AlyosefMatteo ColliSara ZaniDaniele D. CavigliaPublished in: Sensors (2023)
Keyphrases
- machine learning
- feature selection
- machine learning algorithms
- machine learning methods
- decision trees
- feature detection
- weather conditions
- training data
- machine learning approaches
- detection method
- supervised classification
- object detection
- detection algorithm
- learning algorithm
- svm classifier
- false positives
- support vector
- automatic detection
- false alarms
- discrimination aware
- support vector machine
- data mining
- text categorization
- linear classifiers
- computer vision
- pattern recognition
- training set
- detection rate
- information extraction
- classification algorithm
- discriminative classifiers
- support vector machine classifier
- multiple classifier systems
- multiple classifiers
- roc analysis
- classifier combination
- adaboost classifier
- data sets
- classifier ensemble
- active learning
- learning tasks
- change detection
- feature set
- text classification
- model selection
- anomaly detection
- training samples
- naive bayes