Software Effort Estimation Using Functional Link Neural Networks Tuned with Active Learning and Optimized with Particle Swarm Optimization.
Tirimula Rao BenalaRajib MallSatchidananda DehuriPala SwethaPublished in: SEMCCO (2014)
Keyphrases
- particle swarm optimization
- active learning
- neural network
- pso algorithm
- genetic algorithm
- global optimization
- particle swarm optimization algorithm
- differential evolution
- multi objective
- fuzzy logic
- random sampling
- artificial neural networks
- supervised learning
- back propagation
- pattern recognition
- swarm intelligence
- particle swarm optimization pso
- convergence speed
- semi supervised
- feed forward
- neural nets
- neural network model
- selective sampling
- pool based active learning
- transfer learning
- machine learning
- learning algorithm
- training set
- labeled data
- ant colony optimization
- learning strategies
- multilayer perceptron
- evolutionary algorithm
- objective function
- multi layer perceptron
- inertia weight
- batch mode
- cost sensitive
- fault diagnosis
- training process
- self organizing maps
- particle swarm
- optimization method
- data sets