Generic Case of Leap-Frog Algorithm for Optimal Knots Selection in Fitting Reduced Data.
Ryszard KozeraLyle NoakesArtur WilinskiPublished in: ICCS (4) (2021)
Keyphrases
- dynamic programming
- optimal solution
- worst case
- input data
- data sets
- learning algorithm
- data reduction
- database
- detection algorithm
- synthetic datasets
- data mining techniques
- np hard
- cost function
- information loss
- convergence rate
- noisy data
- globally optimal
- computational complexity
- data collection
- data analysis
- k means
- data sources
- clustering method
- preprocessing
- data points
- selection algorithm
- exhaustive search
- curve fitting
- optimal parameters
- model fitting
- fitting method
- cubic spline
- closed form
- synthetic data
- parameter estimation
- expectation maximization
- objective function
- training data