Automatic ECG arrhythmias classification scheme based on the conjoint use of the multi-layer perceptron neural network and a new improved metaheuristic approach.
Fatiha BouazizHamouche OulhadjDaoud BoutanaPatrick SiarryPublished in: IET Signal Process. (2019)
Keyphrases
- multi layer perceptron
- classification scheme
- metaheuristic
- neural network
- artificial neural networks
- ant colony optimization
- classification schemes
- genetic algorithm
- tabu search
- optimization problems
- simulated annealing
- radial basis function
- scatter search
- search space
- neural network model
- combinatorial optimization
- mlp neural networks
- ecg signals
- neural model
- optimal solution
- particle swarm optimization
- artificial neural network models
- path relinking
- classification method
- benchmark instances
- iterated local search
- fuzzy logic
- vehicle routing problem
- machine learning
- ant colony optimization metaheuristic
- support vector machine
- traveling salesman problem
- variable neighborhood search
- neural network structure
- guided local search
- decision trees
- benchmark problems
- pso algorithm
- k nearest neighbor
- computational intelligence
- knn
- pattern recognition
- bayesian networks
- greedy randomized adaptive search procedure
- set of benchmark instances