Leveraging gradient weighted class activation mapping to improve classification effectiveness: Case study in transportation infrastructure characterization.
Thomas P. KarnowskiDeniz AykacRegina K. FerrellChristy GambrellZachary L. LangfordLauren TorkelsonPublished in: IRIACV (2022)
Keyphrases
- case study
- class labels
- classification accuracy
- pattern recognition
- multi class classification
- classification scheme
- class specific
- automatic classification
- single class
- classification method
- feature vectors
- edge detection
- text classification
- classification rules
- svm classifier
- software development
- feature selection
- preprocessing
- decision trees
- training data
- machine learning methods
- machine learning
- multiple classes
- multiclass classification
- learning algorithm
- feature extraction
- semi supervised
- support vector
- decision rules
- multi class
- machine learning algorithms
- information processing
- training samples
- real world