David Lynch
Title
Cited by
Cited by
Year
Multilayer optimization of heterogeneous networks using grammatical genetic programming
M Fenton, D Lynch, S Kucera, H Claussen, M O’Neill
IEEE transactions on cybernetics 47 (9), 2938-2950, 2017
152017
Scheduling in heterogeneous networks using grammar-based genetic programming
D Lynch, M Fenton, S Kucera, H Claussen, M O’Neill
European Conference on Genetic Programming, 83-98, 2016
132016
Deep learning through evolution: a hybrid approach to scheduling in a dynamic environment
D Fagan, M Fenton, D Lynch, S Kucera, H Claussen, M O'Neill
2017 International Joint Conference on Neural Networks (IJCNN), 775-782, 2017
112017
Automated self-optimization in heterogeneous wireless communications networks
D Lynch, M Fenton, D Fagan, S Kucera, H Claussen, M O’Neill
IEEE/ACM Transactions on Networking 27 (1), 419-432, 2019
102019
Multi-level grammar genetic programming for scheduling in heterogeneous networks
T Saber, D Fagan, D Lynch, S Kucera, H Claussen, M O’Neill
European Conference on Genetic Programming, 118-134, 2018
102018
Load balancing in heterogeneous networks using an evolutionary algorithm
M Fenton, D Lynch, S Kucera, H Claussen, M O'Neill
2015 IEEE Congress on Evolutionary Computation (CEC), 70-76, 2015
102015
Evolutionary learning of scheduling heuristics for heterogeneous wireless communications networks
D Lynch, M Fenton, S Kucera, H Claussen, M O'Neill
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 949-956, 2016
52016
Towards Automation and Augmentation of the Design of Schedulers for Cellular Communications Networks
M Fenton, D Lynch, D Fagan, S Kucera, H Claussen, M O'Neill
Evolutionary computation 27 (2), 345-375, 2019
42019
A hierarchical approach to grammar-guided genetic programming: the case of scheduling in heterogeneous networks
T Saber, D Fagan, D Lynch, S Kucera, H Claussen, M O’Neill
International Conference on Theory and Practice of Natural Computing, 225-237, 2018
42018
Evolving coverage optimisation functions for heterogeneous networks using grammatical genetic programming
M Fenton, D Lynch, S Kucera, H Claussen, M O’Neill
European Conference on the Applications of Evolutionary Computation, 219-234, 2016
42016
Evolutionary learning of link allocation algorithms for 5G heterogeneous wireless communications networks
D Lynch, T Saber, S Kucera, H Claussen, M O'Neill
Proceedings of the Genetic and Evolutionary Computation Conference, 1258-1265, 2019
32019
A multi-level grammar approach to grammar-guided genetic programming: the case of scheduling in heterogeneous networks
T Saber, D Fagan, D Lynch, S Kucera, H Claussen, M O’Neill
Genetic Programming and Evolvable Machines 20 (2), 245-283, 2019
22019
Ensemble techniques for scheduling in heterogeneous wireless communications networks
D Lynch, M Fenton, S Kucera, H Claussen, M O’Neill
Operations Research Proceedings 2016, 399-404, 2018
22018
Hierarchical grammar-guided genetic programming techniques for scheduling in heterogeneous networks
T Saber, D Lynch, D Fagan, S Kucera, H Claussen, M O’Neill
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020
12020
Managing Quality of Service through Intelligent Scheduling in Heterogeneous Wireless Communications Networks
D Lynch, D Fagan, S Kucera, H Claussen, M Oneill
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
12018
Program Synthesis in a Continuous Space Using Grammars and Variational Autoencoders
D Lynch, J McDermott, M O’Neill
International Conference on Parallel Problem Solving from Nature, 33-47, 2020
2020
Localisation in Wireless Networks using Deep Bidirectional Recurrent Neural Networks
D Lynch, L Ho, M MacDonald, M O’Neill
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
2020
Methods And Systems For Network Self-Optimization Using Deep Learning
S Kucera, H Claussen, D Lynch, D Fagan, M Fenton, M O'neill
US Patent App. 16/486,430, 2020
2020
Configuring Dynamic Heterogeneous Wireless Communications Networks Using a Customised Genetic Algorithm
D Lynch, M Fenton, S Kucera, H Claussen, M O’Neill
European Conference on the Applications of Evolutionary Computation, 205-220, 2017
2017
Changes in the profile of the ages of cases of BSE in Ireland
HM Gunn, D Lynch, H Sheridan, J Cooney, S Ronan, J Mullen, W Dunne
Risk management strategies: monitoring and surveillance 3, 290, 2004
2004
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