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2020 – today
- 2023
[j5]Savas Konur
, Yang Lan, Dhavalkumar Thakker, Geev Mokryani, Nereida Polovina, James Sharp:
Towards design and implementation of Industry 4.0 for food manufacturing. Neural Comput. Appl. 35(33): 23753-23765 (2023)- [j4]Yiran Shen, Reza Arablouei, Frank de Hoog, Hao Xing, Jacques Malan, James Sharp, Sara Shouri, Timothy D. Clark, Carine Lefevre, Frederieke Kroon, Andrea Severati, Brano Kusy:
In-Situ Fish Heart-Rate Estimation and Feeding Event Detection Using an Implantable Biologger. IEEE Trans. Mob. Comput. 22(2): 968-982 (2023) - 2022
- [j3]Wei Huang, Youcheng Sun, Xingyu Zhao, James Sharp, Wenjie Ruan, Jie Meng, Xiaowei Huang:
Coverage-Guided Testing for Recurrent Neural Networks. IEEE Trans. Reliab. 71(3): 1191-1206 (2022) - 2021
- [i6]Nicolas Berthier, Amany Alshareef, James Sharp, Sven Schewe, Xiaowei Huang:
Abstraction and Symbolic Execution of Deep Neural Networks with Bayesian Approximation of Hidden Features. CoRR abs/2103.03704 (2021) - 2020
- [j2]Xiaowei Huang, Daniel Kroening, Wenjie Ruan, James Sharp, Youcheng Sun, Emese Thamo, Min Wu, Xinping Yi:
A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability. Comput. Sci. Rev. 37: 100270 (2020) - [c8]Youcheng Sun, Yifan Zhou, Simon Maskell, James Sharp, Xiaowei Huang:
Reliability Validation of Learning Enabled Vehicle Tracking. ICRA 2020: 9390-9396 - [c7]Yiran Shen, Reza Arablouei, Frank de Hoog, Jacques Malan, James Sharp, Sara Shouri, Timothy D. Clark, Carine Lefevre, Frederieke Kroon, Andrea Severati, Brano Kusy:
Estimating Heart Rate and Detecting Feeding Events of Fish Using an Implantable Biologger. IPSN 2020: 37-48 - [c6]Wei Huang, Yifan Zhou, Youcheng Sun, James Sharp, Simon Maskell, Xiaowei Huang:
Practical Verification of Neural Network Enabled State Estimation System for Robotics. IROS 2020: 7336-7343 - [c5]Xingyu Zhao, Alec Banks, James Sharp, Valentin Robu, David Flynn, Michael Fisher, Xiaowei Huang:
A Safety Framework for Critical Systems Utilising Deep Neural Networks. SAFECOMP 2020: 244-259 - [c4]Rob Ashmore, James Sharp:
Assurance Argument Elements for Off-the-Shelf, Complex Computational Hardware. SAFECOMP 2020: 260-269 - [i5]Youcheng Sun, Yifan Zhou, Simon Maskell, James Sharp, Xiaowei Huang:
Reliability Validation of Learning Enabled Vehicle Tracking. CoRR abs/2002.02424 (2020) - [i4]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) - [i3]Wei Huang, Yifan Zhou, Youcheng Sun, Alec Banks, Jie Meng, James Sharp, Simon Maskell, Xiaowei Huang:
Formal Verification of Robustness and Resilience of Learning-Enabled State Estimation Systems for Robotics. CoRR abs/2010.08311 (2020)
2010 – 2019
- 2019
- [j1]Youcheng Sun, Xiaowei Huang, Daniel Kroening, James Sharp, Matthew Hill, Rob Ashmore:
Structural Test Coverage Criteria for Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 18(5s): 94:1-94:23 (2019) - [c3]Youcheng Sun, Xiaowei Huang, Daniel Kroening, James Sharp, Matthew Hill, Rob Ashmore:
DeepConcolic: testing and debugging deep neural networks. ICSE (Companion Volume) 2019: 111-114 - [c2]Youcheng Sun, Xiaowei Huang, Daniel Kroening, James Sharp, Matthew Hill, Rob Ashmore:
Structural test coverage criteria for deep neural networks. ICSE (Companion Volume) 2019: 320-321 - [i2]Wei Huang, Youcheng Sun, Xiaowei Huang, James Sharp:
testRNN: Coverage-guided Testing on Recurrent Neural Networks. CoRR abs/1906.08557 (2019) - [i1]Wei Huang, Youcheng Sun, James Sharp, Xiaowei Huang:
Test Metrics for Recurrent Neural Networks. CoRR abs/1911.01952 (2019) - 2013
- [b1]James Sharp:
Shared variable analyser for hardware descriptions. University of Surrey, Guildford, UK, 2013 - 2010
- [c1]Islam Abdelhalim, James Sharp, Steve A. Schneider, Helen Treharne:
Formal Verification of Tokeneer Behaviours Modelled in fUML Using CSP. ICFEM 2010: 371-387
Coauthor Index
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