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John A. McDermid

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Yan Jia 0008

> Home > Persons > John A. McDermid

Publications

2024
[j57]
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  - journals/computer/McDermidCHHJMOPPC24
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  - https://dblp.org/rec/journals/computer/McDermidCHHJMOPPC24
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)
2023
[c109]
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  - conf/ichi/JiaMHSLH23
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  - https://dblp.org/rec/conf/ichi/JiaMHSLH23
Yan Jia, John A. McDermid, Nathan 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
[j53]
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  - journals/tetc/JiaMLH22
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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
[j51]
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  - journals/jbi/JiaLBMH21
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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)
[c105]
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  - conf/aime/JiaMH21
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Yan Jia, John A. McDermid, Ibrahim Habli:
Enhancing the Value of Counterfactual Explanations for Deep Learning. AIME 2021: 389-394
[i5]
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  - journals/corr/abs-2101-05620
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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)
[i4]
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  - journals/corr/abs-2109-00520
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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
[c104]
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  dblp key:
  - conf/ijcai/McDermidJ20
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John A. McDermid, Yan Jia:
Safety of Artificial Intelligence: A Collaborative Model. AISafety@IJCAI 2020
2019
[c103]
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  - conf/ijcai/McDermidJH19
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John A. McDermid, Yan Jia, Ibrahim Habli:
Towards a Framework for Safety Assurance of Autonomous Systems. AISafety@IJCAI 2019

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