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Richard John Tomsett
Richard John Tomsett
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Year
Interpretability of deep learning models: A survey of results
S Chakraborty, R Tomsett, R Raghavendra, D Harborne, M Alzantot, ...
2017 IEEE smartworld, ubiquitous intelligence & computing, advanced …, 2017
3042017
Interpretable to whom? A role-based model for analyzing interpretable machine learning systems
R Tomsett, D Braines, D Harborne, A Preece, S Chakraborty
ICML Workshop on Human Interpretability in Machine Learning (WHI 2018), 2018
146*2018
Stakeholders in explainable AI
A Preece, D Harborne, D Braines, R Tomsett, S Chakraborty
AAAI FSS-18: Artificial Intelligence in Government and Public Sector, 2018
1252018
Rapid trust calibration through interpretable and uncertainty-aware AI
R Tomsett, A Preece, D Braines, F Cerutti, S Chakraborty, M Srivastava, ...
Patterns 1 (4), 100049, 2020
532020
Sanity checks for saliency metrics
R Tomsett, D Harborne, S Chakraborty, P Gurram, AD Preece
Thirty Fourth AAAI conference on Artificial Intelligence (AAAI-20), 2020
522020
Virtual Electrode Recording Tool for EXtracellular potentials (VERTEX): comparing multi-electrode recordings from simulated and biological mammalian cortical tissue
RJ Tomsett, M Ainsworth, A Thiele, M Sanayei, X Chen, MA Gieselmann, ...
Brain Structure and Function 220 (4), 2333-2353, 2015
422015
A systematic method to understand requirements for explainable AI (XAI) systems
M Hall, D Harborne, R Tomsett, V Galetic, S Quintana-Amate, A Nottle, ...
Proceedings of the IJCAI Workshop on eXplainable Artificial Intelligence …, 2019
322019
Why the failure? How adversarial examples can provide insights for interpretable machine learning
R Tomsett, A Widdicombe, T Xing, S Chakraborty, S Julier, P Gurram, ...
2018 21st International Conference on Information Fusion (FUSION), 838-845, 2018
262018
100 Questions: identifying research priorities for poverty prevention and reduction
WJ Sutherland, C Goulden, K Bell, F Bennett, S Burall, M Bush, S Callan, ...
Journal of Poverty and Social Justice 21 (3), 189-205, 2013
242013
Deciding fast and slow: The role of cognitive biases in ai-assisted decision-making
C Rastogi, Y Zhang, D Wei, KR Varshney, A Dhurandhar, R Tomsett
arXiv preprint arXiv:2010.07938, 2020
172020
Integrating learning and reasoning services for explainable information fusion
D Harborne, C Willis, R Tomsett, AD Preece
142018
Model poisoning attacks against distributed machine learning systems
R Tomsett, K Chan, S Chakraborty
Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2019
132019
A deep convolutional network for traffic congestion classification
C Willis, D Harborne, R Tomsett, M Alzantot
Proc NATO IST-158/RSM-010 Specialists' Meeting on Content Based Real-Time …, 2017
122017
Distributed opportunistic sensing and fusion for traffic congestion detection
A Nottle, D Harborne, D Braines, M Alzantot, S Quintana-Amate, ...
2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2017
112017
Explaining motion relevance for activity recognition in video deep learning models
L Hiley, A Preece, Y Hicks, S Chakraborty, P Gurram, R Tomsett
arXiv preprint arXiv:2003.14285, 2020
82020
Demonstration of dynamic distributed orchestration of node-RED IoT workflows using a vector symbolic architecture
R Tomsett, G Bent, C Simpkin, I Taylor, D Harbourne, A Preece, R Ganti
2019 IEEE International Conference on Smart Computing (SMARTCOMP), 464-467, 2019
62019
Neural networks at the edge
D Roy, G Srinivasan, P Panda, R Tomsett, N Desai, R Ganti, K Roy
2019 IEEE International Conference on Smart Computing (SMARTCOMP), 45-50, 2019
52019
Supporting User Fusion of AI Services through Conversational Explanations
D Braines, R Tomsett, A Preece
FUSION, 2019
42019
Cognitive Analysis in Sports: Supporting Match Analysis and Scouting through Artificial Intelligence
J Pavitt, D Braines, R Tomsett
Applied AI Letters, e21, 2021
32021
Provisioning robust and interpretable AI/ML-based service bundles
A Preece, D Harborne, R Raghavendra, R Tomsett, D Braines
MILCOM 2018-2018 IEEE Military Communications Conference (MILCOM), 1-9, 2018
32018
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