Geographic Information Systems (GIS) and Random Forests Regression-Based Approach for Path Loss Prediction in the Campus Environment.
Güzide Miray PerihanogluHimmet KaramanPublished in: SIU (2023)
Keyphrases
- geographic information systems
- random forests
- conformal prediction
- spatial data
- random forest
- regression forests
- gis data
- geographic data
- tree ensembles
- spatial databases
- ensemble methods
- logistic regression
- decision trees
- machine learning algorithms
- spatiotemporal databases
- spatial relationships
- prediction accuracy
- data modeling
- ridge regression
- decision tree ensembles
- data management
- spatial analysis
- geographical information systems
- regression model
- road network
- shortest path
- database management
- databases
- support vector
- training data
- data sets
- database