Development and Research of Intellectual Algorithms in Taxi Service Data Processing Based on Machine Learning and Modified K-means Method.
Nikita A. AndriyanovVitaly DementievAlexandr TashlinskiyPublished in: KES-IDT (2022)
Keyphrases
- machine learning
- theoretical analysis
- data processing
- k means
- computationally efficient
- computational complexity
- computational cost
- support vector machine
- machine learning methods
- computational efficiency
- combinatorial optimization
- statistical methods
- significant improvement
- clustering method
- detection method
- hierarchical clustering
- preprocessing
- probabilistic model
- data mining
- convergence rate
- search methods
- highly efficient
- data sets
- center based clustering
- segmentation method
- machine learning algorithms
- model selection
- expectation maximization
- optimization problems
- cost function
- bayesian networks
- web services