An algorithm for discovering Lagrangians automatically from data.
Daniel J. A. HillsAdrian M. GrütterJonathan J. HudsonPublished in: PeerJ Comput. Sci. (2015)
Keyphrases
- noisy data
- input data
- data sets
- dynamic programming
- detection algorithm
- data points
- data collection
- segmentation algorithm
- preprocessing
- data analysis
- computational complexity
- optimal solution
- high quality
- training data
- database
- times faster
- incomplete data
- data reduction
- synthetic datasets
- single scan
- learning algorithm
- significant improvement
- synthetic data
- spatial data
- tree structure
- matching algorithm
- data mining
- computational cost
- dimensional data
- genetic algorithm
- social networks
- data quality
- clustering algorithm
- objective function
- missing data
- lower bound
- search space
- particle swarm optimization
- cost function
- high accuracy
- experimental evaluation
- data sources