A Method of Improved CNN Traffic Classification.
Huiyi ZhouYong WangXiaochun LeiYuming LiuPublished in: CIS (2017)
Keyphrases
- classification method
- support vector machine
- classification accuracy
- support vector machine svm
- similarity measure
- feature set
- classification process
- pattern classification
- supervised learning
- detection method
- real time
- high accuracy
- significant improvement
- decision rules
- classification algorithm
- text classification
- cross validation
- benchmark data sets
- data sets
- feature vectors
- feature selection
- preprocessing
- machine learning methods
- ordinal data
- classification procedure
- cellular neural networks
- classification rate
- improved algorithm
- decision trees
- image segmentation
- road network
- computational cost
- face recognition
- feature extraction
- artificial neural networks
- segmentation method
- cost function
- training samples
- model selection