An Algorithm for Selective Preprocessing of Multi-class Imbalanced Data.
Szymon WojciechowskiSzymon WilkJerzy StefanowskiPublished in: CORES (2017)
Keyphrases
- preprocessing
- dynamic programming
- improved algorithm
- computational cost
- experimental evaluation
- detection algorithm
- simulated annealing
- optimization algorithm
- computational complexity
- optimal solution
- learning algorithm
- clustering method
- np hard
- genetic algorithm
- times faster
- data mining
- expectation maximization
- probabilistic model
- cost function
- k means
- single pass
- recognition algorithm
- convex hull
- neural network
- preprocessing phase
- matching algorithm
- tree structure
- ant colony optimization
- theoretical analysis
- maximum likelihood
- image registration
- evolutionary algorithm
- search space