David Lynch
Orcid: 0009-0000-7857-730X
According to our database1,
David Lynch
authored at least 27 papers
between 2015 and 2023.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 1994, "For leadership in the development of programmable signal processors and low probability of intercept radar.".
Timeline
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Bibliography
2023
Continual Model-Based Reinforcement Learning for Data Efficient Wireless Network Optimisation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023
Proceedings of the International Symposium on Memory Systems, 2023
2021
2020
Using blended learning to support whole-of-school improvement: The need for contextualisation.
Educ. Inf. Technol., 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Localisation in Wireless Networks using Deep Bidirectional Recurrent Neural Networks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Hierarchical Grammar-Guided Genetic Programming Techniques for Scheduling in Heterogeneous Networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
IEEE/ACM Trans. Netw., 2019
A multi-level grammar approach to grammar-guided genetic programming: the case of scheduling in heterogeneous networks.
Genet. Program. Evolvable Mach., 2019
Towards Automation and Augmentation of the Design of Schedulers for Cellular Communications Networks.
Evol. Comput., 2019
Influences on purposeful implementation of ICT into the classroom: An exploratory study of K-12 teachers.
Educ. Inf. Technol., 2019
Evolutionary learning of link allocation algorithms for 5G heterogeneous wireless communications networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
2018
Two Use Cases of Machine Learning for SDN-Enabled IP/Optical Networks: Traffic Matrix Prediction and Optical Path Performance Prediction [Invited].
JOCN, 2018
Two Use Cases of Machine Learning for SDN-Enabled IP/Optical Networks: Traffic Matrix Prediction and Optical Path Performance Prediction.
CoRR, 2018
A Hierarchical Approach to Grammar-Guided Genetic Programming: The Case of Scheduling in Heterogeneous Networks.
Proceedings of the Theory and Practice of Natural Computing - 7th International Conference, 2018
Convolutional Neural Network Based COPD and Emphysema Classifications Are Predictive of Lung Cancer Diagnosis.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Towards automation & augmentation of the design of schedulers for cellular communications networks.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Genetic Programming - 21st European Conference, 2018
Managing Quality of Service Through Intelligent Scheduling in Heterogeneous Wireless Communications Networks.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Multilayer Optimization of Heterogeneous Networks Using Grammatical Genetic Programming.
IEEE Trans. Cybern., 2017
Deep learning through evolution: A hybrid approach to scheduling in a dynamic environment.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Configuring Dynamic Heterogeneous Wireless Communications Networks Using a Customised Genetic Algorithm.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
2016
Ensemble Techniques for Scheduling in Heterogeneous Wireless Communications Networks.
Proceedings of the Operations Research Proceedings 2016, Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Helmut Schmidt University Hamburg, Germany, August 30, 2016
Evolutionary Learning of Scheduling Heuristics for Heterogeneous Wireless Communications Networks.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Evolving Coverage Optimisation Functions for Heterogeneous Networks Using Grammatical Genetic Programming.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
Proceedings of the Genetic Programming - 19th European Conference, 2016
2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015