Statistical Translation of Hierarchical Classifications from Dewey Decimal Classification to the Regensburger Verbundklassifikation.
Markus Michael GeipelPublished in: D Lib Mag. (2015)
Keyphrases
- hierarchical classification
- machine learning
- support vector machine
- data driven
- support vector
- pattern recognition
- classification accuracy
- decision rules
- maximum entropy modeling
- classification scheme
- classification models
- pattern classification
- classification method
- classification algorithm
- machine learning algorithms
- support vector machine svm
- feature vectors
- text classification
- statistical analysis
- decision trees
- preprocessing
- natural language
- feature extraction
- classification systems
- feature selection
- maximum likelihood criterion
- correspondence analysis
- classification process
- floating point
- classification rate
- cross language information retrieval
- machine learning methods
- hierarchical structure
- statistical models
- training set
- supervised learning