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Alec Banks
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2020 – today
- 2024
- [j6]Wei Huang
, Xingyu Zhao
Hierarchical Distribution-aware Testing of Deep Learning. ACM Trans. Softw. Eng. Methodol. 33(2): 42:1-42:35 (2024) - [i6]Ayodeji Opeyemi Abioye, Aleksandra Landowska, William Hunt, Horia A. Maior, Sarvapali D. Ramchurn, Mohammad Naiseh, Alec Banks, Mohammad Divband Soorati:
Adaptive Human-Swarm Interaction based on Workload Measurement using Functional Near-Infrared Spectroscopy. CoRR abs/2405.07834 (2024) - 2023
- [j5]Yi Dong
Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance. ACM Trans. Embed. Comput. Syst. 22(3): 48:1-48:48 (2023) - 2022
- [c12]Joshua Riley, Radu Calinescu, Colin Paterson, Daniel Kudenko, Alec Banks:
Assured Multi-agent Reinforcement Learning with Robust Agent-Interaction Adaptability. KES-IDT 2022: 87-97 - [i5]Wei Huang, Xingyu Zhao, Alec Banks, Victoria Cox, Xiaowei Huang:
Hierarchical Distribution-Aware Testing of Deep Learning. CoRR abs/2205.08589 (2022) - 2021
- [c11]Rob Ashmore, Alec Banks:
The Utility of Neural Network Test Coverage Measures. SafeAI@AAAI 2021 - [c10]Joshua Riley, Radu Calinescu, Colin Paterson, Daniel Kudenko, Alec Banks:
Assured Deep Multi-Agent Reinforcement Learning for Safe Robotic Systems. ICAART (Revised Selected Papers) 2021: 158-180 - [c9]Joshua Riley, Radu Calinescu, Colin Paterson, Daniel Kudenko, Alec Banks:
Reinforcement Learning with Quantitative Verification for Assured Multi-Agent Policies. ICAART (2) 2021: 237-245 - [c8]Xingyu Zhao, Wei Huang, Alec Banks, Victoria Cox, David Flynn, Sven Schewe, Xiaowei Huang:
Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles. AISafety@IJCAI 2021 - [c7]Joshua Riley, Radu Calinescu, Colin Paterson, Daniel Kudenko, Alec Banks:
Utilising Assured Multi-Agent Reinforcement Learning within Safety-Critical Scenarios. KES 2021: 1061-1070 - [i4]Xingyu Zhao, Wei Huang, Alec Banks, Victoria Cox, David Flynn, Sven Schewe, Xiaowei Huang:
Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles. CoRR abs/2106.01258 (2021) - [i3]Xingyu Zhao, Wei Huang, Vibhav Bharti, Yi Dong, Victoria Cox, Alec Banks, Sen Wang, Sven Schewe, Xiaowei Huang:
Reliability Assessment and Safety Arguments for Machine Learning Components in Assuring Learning-Enabled Autonomous Systems. CoRR abs/2112.00646 (2021) - 2020
- [c6]Xingyu Zhao
A Safety Framework for Critical Systems Utilising Deep Neural Networks. SAFECOMP 2020: 244-259 - [i2]Xingyu Zhao, Alec Banks, James Sharp, Valentin Robu, David Flynn, Michael Fisher, Xiaowei Huang:
A Safety Framework for Critical Systems Utilising Deep Neural Networks. CoRR abs/2003.05311 (2020) - [i1]Wei Huang, Yifan Zhou, Youcheng Sun, Alec Banks, Jie Meng, James Sharp
Formal Verification of Robustness and Resilience of Learning-Enabled State Estimation Systems for Robotics. CoRR abs/2010.08311 (2020)
2010 – 2019
- 2019
- [c5]Alec Banks, Rob Ashmore:
Requirements Assurance in Machine Learning. SafeAI@AAAI 2019 - 2017
- [c4]George Mason, Radu Calinescu, Daniel Kudenko, Alec Banks:
Assured Reinforcement Learning with Formally Verified Abstract Policies. ICAART (2) 2017: 105-117 - 2015
- [c3]Radu Calinescu
Self-adaptive Software with Decentralised Control Loops. FASE 2015: 235-251 - 2014
- [c2]Simos Gerasimou, Radu Calinescu
Efficient runtime quantitative verification using caching, lookahead, and nearly-optimal reconfiguration. SEAMS 2014: 115-124 - 2010
- [j4]Alec Banks, Jonathan Vincent:
Hybridisation of particle swarm optimisation with area concentrated search. Int. J. Knowl. Based Intell. Eng. Syst. 14(2): 95-114 (2010) - [c1]Alec Banks, Neil Bowman, Paul Caseley:
A framework of requirements for the design and management of dependable network enabled capability system of systems. SoSE 2010: 1-7
2000 – 2009
- 2009
- [j3]Alec Banks, Jonathan Vincent, Keith Phalp:
Natural strategies for search. Nat. Comput. 8(3): 547-570 (2009) - 2008
- [j2]Alec Banks, Jonathan Vincent, Chukwudi Anyakoha:
A review of particle swarm optimization. Part II: hybridisation, combinatorial, multicriteria and constrained optimization, and indicative applications. Nat. Comput. 7(1): 109-124 (2008) - 2007
- [j1]Alec Banks, Jonathan Vincent, Chukwudi Anyakoha:
A review of particle swarm optimization. Part I: background and development. Nat. Comput. 6(4): 467-484 (2007)
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