Letter-based classification of Arabic scripts style in ancient Arabic manuscripts: Preliminary results.
Kalthoum AdamSomaya Al-MáadeedAhmed BouridanePublished in: ASAR (2017)
Keyphrases
- decision trees
- arabic language
- text classification
- classification accuracy
- classification systems
- machine learning
- handwritten documents
- cultural heritage
- image classification
- writer identification
- automatic classification
- arabic text
- classification method
- pattern classification
- pattern recognition
- support vector
- feature extraction
- supervised learning
- benchmark datasets
- classification scheme
- training set
- neural network
- arabic handwriting recognition
- arabic documents
- decision rules
- training samples
- model selection
- collaborative learning
- natural language processing
- support vector machine
- hidden markov models
- active learning
- data mining