A Weighted Object-Cluster Association-Based Ensemble Method for Clustering Undergraduate Students.
Vo Thi Ngoc ChauPhung Hua NguyenPublished in: ACIIDS (1) (2018)
Keyphrases
- undergraduate students
- ensemble methods
- clustering algorithm
- similar objects
- cluster ensemble
- data objects
- hierarchical clustering
- data clustering
- prediction accuracy
- ensemble learning
- k means
- machine learning methods
- decision trees
- data points
- base classifiers
- clustering method
- random forest
- benchmark datasets
- combining multiple
- machine learning
- pedagogical agents
- clustering quality
- text clustering
- document clustering
- subspace clustering
- graduate students
- data mining
- consensus clustering
- recent advances
- fuzzy logic
- feature selection
- artificial intelligence
- base learners
- genetic algorithm