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ORCIDYan Jia 0008
Person information
- affiliation: University of York, Department of Computer Science, UK
Other persons with the same name
- Yan Jia — disambiguation page
- Yan Jia 0001
![[0009-0000-9471-5936]](https://dblp.org/img/orcid-mark.12x12.png "0009-0000-9471-5936")
— National University of Defense Technology, College of Computer, Changsha, China - Yan Jia 0002 — A*STAR, Data Storage Institute, Singapore (and 1 more)
- Yan Jia 0003 — Anhui University, School of Mathematical Sciences, Hefei, China
- Yan Jia 0004 — Nanjing University of Posts and Telecommunications, School of Geographic and Biologic Information, China (and 1 more)
- Yan Jia 0005 — RWTH Aachen University, Germany
- Yan Jia 0006 — Beijing Institute of Technology, School of Mechatronical Engineering, China
- Yan Jia 0007 — College of Shenyang artillery, China
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2020 – today
- 2024
[j5]John A. McDermid, Radu Calinescu, Ibrahim Habli, Richard Hawkins, Yan Jia, John Molloy, Matt Osborne, Colin Paterson, Zoë Porter, Philippa Ryan Conmy:
The Safety of Autonomy: A Systematic Approach. Computer 57(4): 16-25 (2024)- [c8]Muhammad Hussain, Ioanna Iacovides, Tom Lawton, Vishal Sharma, Zoë Porter, Alice Cunningham, Ibrahim Habli, Shireen Hickey, Yan Jia, Phillip Morgan, Nee Ling Wong:
Development and translation of human-AI interaction models into working prototypes for clinical decision-making. Conference on Designing Interactive Systems 2024 - 2023
- [c7]Yan Jia, John A. McDermid, Nathan Gerard Jayy Hughes, Mark Sujan, Tom Lawton, Ibrahim Habli:
The Need for the Human-Centred Explanation for ML-based Clinical Decision Support Systems. ICHI 2023: 446-452 - 2022
- [j4]Yan Jia, John A. McDermid, Tom Lawton, Ibrahim Habli:
The Role of Explainability in Assuring Safety of Machine Learning in Healthcare. IEEE Trans. Emerg. Top. Comput. 10(4): 1746-1760 (2022) - 2021
- [j3]Yan Jia, Chaitanya Kaul, Tom Lawton, Roderick Murray-Smith, Ibrahim Habli:
Prediction of weaning from mechanical ventilation using Convolutional Neural Networks. Artif. Intell. Medicine 117: 102087 (2021) - [j2]Yan Jia, Tom Lawton, John Burden, John A. McDermid, Ibrahim Habli:
Safety-driven design of machine learning for sepsis treatment. J. Biomed. Informatics 117: 103762 (2021) - [c6]Yan Jia, John A. McDermid, Ibrahim Habli:
Enhancing the Value of Counterfactual Explanations for Deep Learning. AIME 2021: 389-394 - [c5]Paul Festor, Ibrahim Habli, Yan Jia, Anthony C. Gordon, A. Aldo Faisal, Matthieu Komorowski:
Levels of Autonomy and Safety Assurance for AI-Based Clinical Decision Systems. SAFECOMP Workshops 2021: 291-296 - [i3]Yan Jia, Tom Lawton, John A. McDermid, Eric Rojas, Ibrahim Habli:
A Framework for Assurance of Medication Safety using Machine Learning. CoRR abs/2101.05620 (2021) - [i2]Richard Hawkins, Colin Paterson, Chiara Picardi, Yan Jia, Radu Calinescu, Ibrahim Habli:
Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS). CoRR abs/2102.01564 (2021) - [i1]Yan Jia, John A. McDermid, Tom Lawton, Ibrahim Habli:
The Role of Explainability in Assuring Safety of Machine Learning in Healthcare. CoRR abs/2109.00520 (2021) - 2020
- [j1]Ibrahim Habli, Yan Jia, Sean White, George Gabriel, Tom Lawton, Mark Sujan, Clive Tomsett:
Development and piloting of a software tool to facilitate proactive hazard and risk analysis of Health Information Technology. Health Informatics J. 26(1) (2020) - [c4]Yan Jia, John Burden, Tom Lawton, Ibrahim Habli:
Safe Reinforcement Learning for Sepsis Treatment. ICHI 2020: 1-7 - [c3]John A. McDermid, Yan Jia:
Safety of Artificial Intelligence: A Collaborative Model. AISafety@IJCAI 2020
2010 – 2019
- 2019
- [c2]John A. McDermid, Yan Jia, Ibrahim Habli:
Towards a Framework for Safety Assurance of Autonomous Systems. AISafety@IJCAI 2019 - [c1]Yan Jia, Tom Lawton, Sean White, Ibrahim Habli:
Developing a Safety Case for Electronic Prescribing. MedInfo 2019: 629-633
Coauthor Index
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