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A brief introduction to evolutionary and other nature-inspired algorithms
- Noman, Nasimul, Iba, Hitoshi
A hybrid particle swarm optimisation approach for energy-efficient single machine scheduling with cumulative deterioration and multiple maintenances
- Abedi, Mehdi, Chiong, Raymond, Noman, Nasimul, Zhang, Rui
A multi-population, multi-objective memetic algorithm for energy-efficient job-shop scheduling with deteriorating machines
A novel u-shaped transfer function for binary particle swarm optimisation
- Mirjalili, Seyedehzahra, Zhang, Hongyu, Mirjalili, Seyedali, Chalup, Stephan, Noman, Nasimul
A prior knowledge based approach to infer regulatory networks
- Hasan, Md. Mahmudl, Noman, Nasimul, Iba, Hitoshi
A shallow introduction to deep neural networks
- Noman, Nasimul
An adaptive differential evolution algorithm
- Noman, Nasimul, Bollegala, Danushka, Iba, Hitoshi
An adaptive memetic algorithm for feature selection using proxity graphs
- Abu Zaher, Amer, Berretta, Regina, Noman, Nasimul, Moscato, Pablo
An effective method for evolving reaction networks in synthetic biochemical systems
- Dinh, Huy Q., Aubert, Nathanael, Noman, Nasimul, Fujii, Teruo, Rondelez, Yannick, Iba, Hitoshi
An evolutionary metaheuristic algorithm to optimise solutions to NES games
- Leane, Matthew, Noman, Nasimul
An improved artificial bee colony algorithm with non-separable operator
- He, Chaogang, Noman, Nasimul, Iba, Hitoshi
Cellular Differential Evolution algorithm
Designing optimal combination therapy for personalised glioma treatment
- Noman, Nasimul, Moscato, Pablo
Differential evolution with self adaptive local search
Evolving genetic networks for synthetic biology
- Noman, Nasimul, Palafox, Leon, Iba, Hitoshi
Evolving GRN-inspired in vitro oscillatory systems
- Dinh, Quang Huy, Aubert, Nathanael, Noman, Nasimul, Iba, Hitoshi, Rondelez, Yannic
Evolving robust gene regulatory networks
- Noman, Nasimul, Monjo, Taku, Moscato, Pablo, Iba, Hitoshi
Extending population based incremental learning using Dirichlet processes
- Palafox, Leon F., Noman, Nasimul, Iba, Hitoshi
Fast automatic optimisation of CNN architectures for image classification using genetic algorithm
- Bakhshi, Ali, Noman, Nasimul, Chen, Zhiyong, Zamani, Mohsen, Chalup, Stephan
Heterogeneous ensemble combination search using genetic algorithm for class imbalanced data classification
- Haque, Mohammad Nazmul, Noman, Nasimul, Berretta, Regina, Moscato, Pablo
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