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Tucker, Allan
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1

Predicting Performance Drift in AI Models of Healthcare Wit..:

, In: Lecture Notes in Computer Science; Advances in Intelligent Data Analysis XXII,
Rotalinti, Ylenia ; Myles, Puja ; Tucker, Allan - p. 167-178 , 2024
Link: https://doi.org/10.1007/..
 
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2

Using Clustering Ensembles and Heuristic Search to Estimate..:

, In: Lecture Notes in Networks and Systems; Intelligent Systems and Applications,
Odebode, Afees Adegoke ; Arzoky, Mahir ; Tucker, Allan... - p. 334-353 , 2024
Link: https://doi.org/10.1007/..
 
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3

The Impact of Bias on Drift Detection in AI Health Software:

, In: Artificial Intelligence in Medicine; Lecture Notes in Computer Science,
Khoshravan Azar, Asal ; Draghi, Barbara ; Rotalinti, Ylenia.. - p. 313-322 , 2023
Link: https://doi.org/10.1007/..
 
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4

Detecting Drift in Healthcare AI Models Based on Data Avail..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Rotalinti, Ylenia ; Tucker, Allan ; Lonergan, Michael.. - p. 243-258 , 2023
Link: https://doi.org/10.1007/..
 
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5

Intelligently Detecting Information Online-Weaponisation Tr..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Kara-Isitt, Fawzia Zehra ; Swift, Stephen ; Tucker, Allan - p. 197-214 , 2023
Link: https://doi.org/10.1007/..
 
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6

Creating Synthetic Geospatial Patient Data to Mimic Real Da..:

, In: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS),
Alattal, Dima R. ; Wang, Zhenchen ; Myles, Puja. - p. 7-12 , 2023
Link: https://doi.org/10.1109/..
 
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7

Privacy Assessment of Synthetic Patient Data:

, In: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS),
Nezhad, Ferdoos Hossein ; Rotalinti, Ylenia ; Myles, Puja. - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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8

dunXai: DO-U-Net for Explainable (Multi-label) Image Classi..:

, In: Lecture Notes in Computer Science; Advances in Intelligent Data Analysis XX,
Overton, Toyah ; Tucker, Allan ; James, Tim. - p. 212-224 , 2022
Link: https://doi.org/10.1007/..
 
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9

Leveraging Uncertainty in Deep Learning for Pancreatic Aden..:

, In: Medical Image Understanding and Analysis; Lecture Notes in Computer Science,
Ghoshal, Biraja ; Ghoshal, Bhargab ; Tucker, Allan - p. 565-577 , 2022
Link: https://doi.org/10.1007/..
 
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10

Exploring the Explicit Modelling of Bias in Machine Learnin..:

, In: 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA),
Al-Luhaybi, Mashael ; Swift, Stephen ; Counsell, Steve. - p. 1799-1806 , 2022
Link: https://doi.org/10.1109/..
 
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11

Bayesian Deep Active Learning for Medical Image Analysis:

, In: Artificial Intelligence in Medicine; Lecture Notes in Computer Science,
Ghoshal, Biraja ; Swift, Stephen ; Tucker, Allan - p. 36-42 , 2021
Link: https://doi.org/10.1007/..
 
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12

Uncertainty Estimation in SARS-CoV-2 B-Cell Epitope Predict..:

, In: Artificial Intelligence in Medicine; Lecture Notes in Computer Science,
Ghoshal, Bhargab ; Ghoshal, Biraja ; Swift, Stephen. - p. 361-366 , 2021
Link: https://doi.org/10.1007/..
 
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13

Hyperspherical Weight Uncertainty in Neural Networks:

, In: Advances in Intelligent Data Analysis XIX; Lecture Notes in Computer Science,
Ghoshal, Biraja ; Tucker, Allan - p. 3-11 , 2021
Link: https://doi.org/10.1007/..
 
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14

DO-U-Net for Segmentation and Counting: Applications to Sat..:

, In: Lecture Notes in Computer Science; Advances in Intelligent Data Analysis XVIII,
Overton, Toyah ; Tucker, Allan - p. 391-403 , 2020
Link: https://doi.org/10.1007/..
 
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15

Building Trajectories Over Topology with TDA-PTS: An Applic..:

, In: ECML PKDD 2020 Workshops; Communications in Computer and Information Science,
Sajjadi, Seyed Erfan ; Draghi, Barbara ; Sacchi, Lucia... - p. 48-61 , 2020
Link: https://doi.org/10.1007/..
 
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