Local Search k-means++ with Foresight.
Theo ConradsLukas DrexlerJoshua KönenDaniel R. SchmidtMelanie SchmidtPublished in: CoRR (2024)
Keyphrases
- k means
- search algorithm
- clustering algorithm
- global search
- search space
- data clustering
- genetic algorithm
- clustering method
- memetic algorithm
- spectral clustering
- tabu search
- fuzzy c means
- combinatorial optimization
- neighborhood search
- cluster analysis
- fuzzy clustering algorithm
- hierarchical clustering
- unsupervised clustering
- systematic search
- search procedure
- variable weighting
- data mining
- stochastic local search
- search procedures
- text clustering
- explore the search space
- job shop scheduling problem
- search strategies
- expectation maximization
- data points
- optimal solution
- learning algorithm
- hill climbing
- global optimization
- cluster ensemble
- probabilistic model
- initial cluster centers
- data sets
- multimodal function optimization