Liftago On-Demand Transport Dataset and Market Formation Algorithm Based on Machine Learning.
Jan MrkosJan DrchalMalcolm EganMichal JakobPublished in: CoRR (2016)
Keyphrases
- machine learning
- high accuracy
- computational complexity
- times faster
- learning algorithm
- experimental evaluation
- optimization algorithm
- cost function
- worst case
- machine learning systems
- synthetic datasets
- input data
- k means
- detection algorithm
- dynamic programming
- preprocessing
- experimental study
- tree structure
- machine learning algorithms
- clustering method
- convergence rate
- linear programming
- computationally efficient
- expectation maximization
- data sets
- np hard
- search space
- similarity measure
- decision trees
- computer vision