A novel initialisation based on hospital-resident assignment for the k-modes algorithm.
Jonathan GillardVincent A. KnightHenry WildePublished in: Soft Comput. (2023)
Keyphrases
- genetic algorithm
- ant colony optimization
- detection algorithm
- cost function
- dynamic programming
- computationally efficient
- artificial neural networks
- preprocessing
- learning algorithm
- evolutionary algorithm
- significant improvement
- np hard
- experimental evaluation
- improved algorithm
- optimal solution
- k means
- computational complexity
- computational cost
- input data
- theoretical analysis
- optimization algorithm
- moving objects
- memory requirements
- estimation algorithm
- matching algorithm
- objective function
- high accuracy
- data sets