A classification-based multifractal analysis method for identifying urban multifractal structures considering geographic mapping.
Jiaxin WangFeng LuShuo LiuPublished in: Comput. Environ. Urban Syst. (2023)
Keyphrases
- multifractal analysis
- support vector machine svm
- classification algorithm
- segmentation method
- machine learning methods
- similarity measure
- support vector machine
- classification accuracy
- pattern classification
- cost function
- ordinal data
- classification method
- training process
- artificial neural networks
- preprocessing
- feature selection
- pattern recognition
- support vector
- model selection
- classification process
- detection method
- decision rules
- feature set
- extracted features
- texture analysis
- classification scheme
- training phase
- classification procedure
- cross validation
- image classification
- data sets
- high accuracy
- computational cost
- significant improvement
- pairwise
- objective function
- bayesian networks
- feature extraction
- face recognition
- genetic algorithm
- machine learning