Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset.
Tatiana MakhalovaAleksey V. BuzmakovSergei O. KuznetsovAmedeo NapoliPublished in: Int. J. Approx. Reason. (2022)
Keyphrases
- graph structure
- learning algorithm
- experimental evaluation
- improved algorithm
- objective function
- cost function
- detection algorithm
- theoretical analysis
- preprocessing
- k means
- synthetic datasets
- single pass
- worst case
- high accuracy
- optimization algorithm
- convex hull
- input data
- times faster
- classification algorithm
- genetic algorithm
- text mining
- computational cost
- dynamic programming
- particle swarm optimization
- ant colony optimization
- tree structure
- recognition algorithm
- np hard
- significant improvement
- space complexity
- similarity measure
- decision trees
- lattice structure