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Dive into the research topics where Jeff Mitchell is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
- 2 Article
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Unlearning from experience to avoid spurious correlations
Mitchell, J., Martinez-del-Rincon, J. & McLaughlin, N., Dec 2025, In: Pattern Analysis and Applications. 28, 4, 14 p., 195.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Downloads (Pure) -
Generating sparse explanations for malicious Android opcode sequences using hierarchical LIME
Mitchell, J., McLaughlin, N. & Martinez-del-Rincon, J., 12 Dec 2023, (Early online date) In: Computers & Security . 137, 15 p., 103637.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Link opens in a new tab Citations (Scopus)136 Downloads (Pure)
Thesis
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Explainable AI for malware opcode sequence analysis and explainability-motivated saliency-map based spurious correlation robustness in images
Mitchell, J. N. (Author), McLaughlin, N. (Supervisor) & Martinez del Rincon, J. (Supervisor), Jul 2026Student thesis: Doctoral Thesis › Doctor of Philosophy
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