Assessing the influence of point-of-interest features on the classification of place categories.
Vasileios MiliasAchilleas PsyllidisPublished in: Comput. Environ. Urban Syst. (2021)
Keyphrases
- classification accuracy
- feature vectors
- feature extraction
- feature set
- feature space
- classification method
- classification models
- extracted features
- benchmark datasets
- category labels
- classification process
- class labels
- automatic classification
- specific features
- pattern classification
- svm classifier
- feature values
- feature representation
- pattern recognition
- image classification
- classification scheme
- machine learning
- additional features
- extracting features
- feature types
- discriminative features
- supervised learning
- classification algorithm
- high dimensionality
- automatically classify
- support vector
- feature selection
- feature construction
- feature analysis
- svm classification
- support vector machine svm
- text classification
- image features
- support vector machine
- low level
- preprocessing
- gabor filters
- false positives
- co occurrence
- active learning
- training set
- object recognition