A machine learning based method for optimal journal classification.
Saeed IqbalMuhammad Shaheen Fazl-e-BasitPublished in: ICITST (2013)
Keyphrases
- machine learning
- classification accuracy
- machine learning methods
- classification method
- support vector machine
- support vector machine svm
- pattern recognition
- significant improvement
- preprocessing
- feature selection
- cross validation
- dynamic programming
- benchmark data sets
- pattern classification
- classification scheme
- machine learning algorithms
- detection method
- classification process
- high accuracy
- ordinal data
- feature set
- training phase
- model selection
- classification rate
- clustering method
- decision trees
- feature extraction
- feature subset
- feature space
- computer vision
- exhaustive search
- training process
- similarity measure
- support vector
- multi class
- training set
- segmentation method
- artificial neural networks
- feature vectors
- probabilistic model
- text classification
- data mining
- natural language processing