Követés
Kyle Martin
Cím
Hivatkozott rá
Hivatkozott rá
Év
Computer vision and machine learning for medical image analysis: recent advances, challenges, and way forward.
E Elyan, P Vuttipittayamongkol, P Johnston, K Martin, K McPherson, ...
Artificial Intelligence Surgery 2, 2022
1342022
CBR-RAG: case-based reasoning for retrieval augmented generation in LLMs for legal question answering
N Wiratunga, R Abeyratne, L Jayawardena, K Martin, S Massie, ...
International Conference on Case-Based Reasoning, 445-460, 2024
352024
A convolutional Siamese network for developing similarity knowledge in the SelfBACK dataset.
K Martin, N Wiratunga, S Sani, S Massie, J Clos
CEUR Workshop Proceedings, 2017
332017
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods
N Wiratunga, A Wijekoon, I Nkisi-Orji, K Martin, C Palihawadana, ...
2021 IEEE 33rd International Conference on Tools with Artificial …, 2021
202021
FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults
N Wiratunga, K Cooper, A Wijekoon, C Palihawadana, V Mendham, ...
arXiv preprint arXiv:2004.14067, 2020
192020
CBR Driven Interactive Explainable AI
A Wijekoon, N Wiratunga, K Martin, D Corsar, I Nkisi-Orji, ...
International Conference on Case-Based Reasoning, 169-184, 2023
152023
Developing a catalogue of explainability methods to support expert and non-expert users
K Martin, A Liret, N Wiratunga, G Owusu, M Kern
International Conference on Innovative Techniques and Applications of …, 2019
132019
iSee: Intelligent Sharing of Explanation Experience by Users for Users
A Wijekoon, N Wiratunga, C Palihawadana, I Nkisi-Orji, D Corsar, ...
Companion Proceedings of the 28th International Conference on Intelligent …, 2023
92023
Evaluating explainability methods intended for multiple stakeholders
K Martin, A Liret, N Wiratunga, G Owusu, M Kern
KI-Künstliche intelligenz 35 (3), 397-411, 2021
92021
Actionable feature discovery in counterfactuals using feature relevance explainers.
N Wiratunga, A Wijekoon, I Nkisi-Orji, K Martin, C Palihawadana, ...
CEUR-WS, 2021
72021
Assessing the clinicians’ pathway to embed artificial intelligence for assisted diagnostics of fracture detection
CF Moreno-Garcıa, T Dang, K Martin, M Patel, A Thompson, L Leishman, ...
72020
Clinical dialogue transcription error correction using Seq2Seq models
G Nanayakkara, N Wiratunga, D Corsar, K Martin, A Wijekoon
Multimodal AI in healthcare: A paradigm shift in health intelligence, 41-57, 2022
62022
Human activity recognition with deep metric learners.
K Martin, A Wijekoon, N Wiratunga
CEUR Workshop Proceedings, 2020
62020
Informed pair selection for self-paced metric learning in siamese neural networks
K Martin, N Wiratunga, S Massie, J Clos
International Conference on Innovative Techniques and Applications of …, 2018
62018
How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations
A Wijekoon, N Wiratunga, I Nkisi-Orji, C Palihawadana, D Corsar, ...
International Conference on Case-Based Reasoning, 33-47, 2022
52022
iSee: intelligent sharing of explanation experiences.
K Martin, A Wijekoon, N Wiratunga, C Palihawadana, I Nkisi-Orji, ...
CEUR Workshop Proceedings, 2022
42022
Counterfactual explanations for student outcome prediction with Moodle footprints.
A Wijekoon, N Wiratunga, I Nkisi-Orji, K Martin, C Palihawadana, ...
CEUR Workshop Proceedings, 2021
42021
Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI
A Wijekoon, D Corsar, N Wiratunga, K Martin, P Salimi
arXiv preprint arXiv:2405.10446, 2024
32024
iSee: A case-based reasoning platform for the design of explanation experiences
M Caro-Martínez, JA Recio-García, B Díaz-Agudo, JM Darias, ...
Knowledge-based systems 302, 112305, 2024
22024
XEQ scale for evaluating XAI experience quality grounded in psychometric theory
A Wijekoon, N Wiratunga, D Corsar, K Martin, I Nkisi-Orji, B Díaz-Agudo, ...
arXiv e-prints, arXiv: 2407.10662, 2024
22024
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