Classification, Clustering and Association Rule Mining in Educational Datasets Using Data Mining Tools: A Case Study.
Sadiq HussainRasha Ragheb AtallahAmirrudin KamsinJiten HazarikaPublished in: CSOC (3) (2018)
Keyphrases
- association rule mining
- associative classifiers
- data mining tools
- data mining techniques
- associative classification
- classification rule mining
- data mining
- association rules
- market basket analysis
- knowledge discovery
- association mining
- data mining algorithms
- data mining tasks
- machine learning
- mining algorithm
- cluster analysis
- classification rules
- decision trees
- data mining applications
- frequent subtree mining
- frequent itemsets
- rule mining
- classification method
- pattern discovery
- class labels
- itemsets
- discovered association rules
- association rule mining algorithm
- association rule mining algorithms
- data mining methods
- text classification
- customer segmentation
- genetic network programming
- emerging patterns
- privacy preservation
- apriori algorithm
- interestingness measures
- training set
- preprocessing
- frequent itemset mining
- learning technologies
- weighted association rule mining
- feature extraction
- information retrieval
- databases