A New Accelerated Algorithm for Convex Bilevel Optimization Problems and Applications in Data Classification.
Panadda ThongpaenWarunun InthakonTaninnit LeerapunSuthep SuantaiPublished in: Symmetry (2022)
Keyphrases
- cost function
- optimization problems
- data sets
- data reduction
- noisy data
- classification algorithm
- dynamic programming
- input data
- objective function
- learning algorithm
- k means
- support vector machine svm
- piecewise linear
- extracted features
- clustering analysis
- preprocessing
- data analysis
- linear programming
- expectation maximization
- detection algorithm
- convex hull
- classification accuracy
- search space
- decision trees
- classification method
- labeling process
- missing data
- training samples
- particle swarm optimization
- probabilistic model
- genetic algorithm
- clustering method
- model selection
- data mining techniques
- roc curve
- training set
- optimal solution
- training data
- large scale data sets
- machine learning