Supervised versus Semi-Supervised Urban Functional Area Prediction: Uncertainty, Robustness and Sensitivity.
Rui DengYanning GuanDanlu CaiTao YangKlaus FraedrichChunyan ZhangJiakui TangZhouwei LiaoZhishou WeiShan GuoPublished in: Remote. Sens. (2023)
Keyphrases
- semi supervised
- semi supervised learning
- prediction accuracy
- semi supervised classification
- labeled data
- unsupervised learning
- supervised learning
- unlabeled data
- pairwise
- active learning
- manifold regularization
- labeled and unlabeled data
- urban areas
- protein function prediction
- prediction model
- prediction error
- semi supervised clustering
- labeled examples
- manually labeled training data
- multi view
- decision theory
- co training
- sensitivity analysis
- robust optimization
- high sensitivity
- belief functions
- label information
- dimensionality reduction
- unsupervised methods
- feature selection
- learning algorithm
- machine learning