Simulation-Enhanced Data Augmentation for Machine Learning Pathloss Prediction.
Ahmed P. MohamedByunghyun LeeYaguang ZhangMax HollingsworthChristopher Robert AndersonJames V. KrogmeierDavid J. LovePublished in: CoRR (2024)
Keyphrases
- machine learning
- data sets
- high quality
- synthetic data
- image data
- database
- data structure
- simulation data
- data quality
- original data
- model selection
- data collection
- data analysis
- training data
- small number
- probability distribution
- statistical analysis
- high dimensional data
- machine learning methods
- missing values
- spatial data
- feature selection
- correlation analysis
- computer science
- statistical methods
- data distribution
- supervised learning
- sensor data
- data processing
- text classification