Scalable Hierarchical Metadata Classification in Heterogeneous Large-scale Datasets.
Bhimesh KandibedalaAnna PyaytChris CaballeroMichael N. GubanovPublished in: DOLAP (2023)
Keyphrases
- metadata
- uci repository
- benchmark datasets
- hierarchical classification
- classification accuracy
- pattern recognition
- uci machine learning repository
- heterogeneous data
- classification method
- support vector machine svm
- databases
- classification algorithm
- restricted boltzmann machine
- classification systems
- hierarchical text classification
- decision trees
- training dataset
- real world
- automatic classification
- classification scheme
- data intensive
- supervised learning
- uci datasets
- digital libraries
- large scale data sets
- learning algorithm
- machine learning
- accurate classifiers
- massive scale
- class labels
- small scale
- classification models
- information resources
- pattern classification
- classification rules
- unsupervised learning
- model selection
- image classification
- feature set
- training set
- support vector
- training data
- feature extraction
- feature selection
- neural network