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2020 – today
- 2024
[j5]Preeja Pradeep
, Marta Caro-Martínez, Anjana Wijekoon:
A practical exploration of the convergence of Case-Based Reasoning and Explainable Artificial Intelligence. Expert Syst. Appl. 255: 124733 (2024)- [j4]Marta Caro-Martínez, Juan A. Recio-García, Belén Díaz-Agudo, Jesus M. Darias, Nirmalie Wiratunga, Kyle Martin, Anjana Wijekoon, Ikechukwu Nkisi-Orji, David Corsar, Preeja Pradeep, Derek G. Bridge, Anne Liret:
iSee: A case-based reasoning platform for the design of explanation experiences. Knowl. Based Syst. 302: 112305 (2024) - [c30]Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret:
iSee: Advancing Multi-Shot Explainable AI Using Case-Based Recommendations. ECAI 2024: 4626-4633 - [c29]Marta Caro-Martínez, Anne Liret, Belén Díaz-Agudo, Juan A. Recio-García, Jesus M. Darias, Nirmalie Wiratunga, Anjana Wijekoon, Kyle Martin, Ikechukwu Nkisi-Orji, David Corsar, Chamath Palihawadana, Craig Pirie, Derek G. Bridge, Preeja Pradeep, Bruno Fleisch:
Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024: 313-320 - [i12]Anjana Wijekoon, David Corsar, Nirmalie Wiratunga, Kyle Martin, Pedram Salimi:
Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI. CoRR abs/2405.10446 (2024) - [i11]Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Belén Díaz-Agudo, Derek G. Bridge:
XEQ Scale for Evaluating XAI Experience Quality Grounded in Psychometric Theory. CoRR abs/2407.10662 (2024) - [i10]Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret:
iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations. CoRR abs/2408.12941 (2024) - [i9]Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha Kalutarage:
FedFT: Improving Communication Performance for Federated Learning with Frequency Space Transformation. CoRR abs/2409.05242 (2024) - [i8]Anjana Wijekoon, Adrito Das, Roxana R. Herrera, Danyal Z. Khan, John G. Hanrahan, Eleanor Carter, Valpuri Luoma, Danail Stoyanov, Hani J. Marcus, Sophia Bano:
PitRSDNet: Predicting Intra-operative Remaining Surgery Duration in Endoscopic Pituitary Surgery. CoRR abs/2409.16998 (2024) - 2023
- [j3]Anjana Wijekoon, Nirmalie Wiratunga:
A user-centred evaluation of DisCERN: Discovering counterfactuals for code vulnerability detection and correction. Knowl. Based Syst. 278: 110830 (2023) - [c28]Pedram Salimi, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon:
Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-Based NLG Method. ECAI 2023: 2057-2064 - [c27]Chamath Palihawadana, Nirmalie Wiratunga, Harsha Kalutarage, Anjana Wijekoon:
Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation. ESORICS Workshops (2) 2023: 750-760 - [c26]Kyle Martin, Ashish Upadhyay, Anjana Wijekoon, Nirmalie Wiratunga, Stewart Massie:
Machine Learning for Risk Stratification of Diabetic Foot Ulcers Using Biomarkers. ICCS (3) 2023: 153-161 - [c25]Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-Martínez:
CBR Driven Interactive Explainable AI. ICCBR 2023: 169-184 - [c24]Marta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-García:
The Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence. ICCBR Workshops 2023: 172-183 - [c23]Craig Pirie, Nirmalie Wiratunga, Anjana Wijekoon, Carlos Francisco Moreno-García:
AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics. ICCBR Workshops 2023: 184-199 - [c22]Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David Corsar:
Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR. ICCBR 2023: 279-293 - [c21]Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Kyle Martin:
iSee: Intelligent Sharing of Explanation Experience by Users for Users. IUI Companion 2023: 79-82 - [c20]Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon:
Clinical Dialogue Transcription Error Correction with Self-supervision. SGAI Conf. 2023: 33-46 - [i7]Pedram Salimi, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon:
Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-based NLG Method. CoRR abs/2310.02019 (2023) - 2022
- [j2]Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha K. Kalutarage:
FedSim: Similarity guided model aggregation for Federated Learning. Neurocomputing 483: 432-445 (2022) - [c19]Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Chamath Palihawadana, David Corsar, Kyle Martin:
How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations. ICCBR 2022: 33-47 - [c18]Marta Caro-Martínez, Anjana Wijekoon, Juan A. Recio-García, David Corsar, Ikechukwu Nkisi-Orji:
Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology. ICCBR Workshops 2022: 117-128 - [c17]Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon:
Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud. ICCBR 2022: 125-139 - [c16]Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Belén Díaz-Agudo, Juan A. Recio-García, Marta Caro-Martínez, Derek Bridge, Preeja Pradeep, Anne Liret, Bruno Fleisch:
iSee: Intelligent Sharing of Explanation Experiences. ICCBR Workshops 2022: 231-232 - [c15]Chamath Palihawadana, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon:
Introducing Clood CBR: A Cloud Based CBR Framework. ICCBR Workshops 2022: 233-234 - [i6]Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon:
Clinical Dialogue Transcription Error Correction using Seq2Seq Models. CoRR abs/2205.13572 (2022) - [i5]Anjana Wijekoon, David Corsar, Nirmalie Wiratunga:
Behaviour Trees for Conversational Explanation Experiences. CoRR abs/2211.06402 (2022) - 2021
- [c14]Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar:
Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers. ICCBR Workshops 2021: 63-74 - [c13]Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar:
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. ICTAI 2021: 1466-1473 - [c12]Anjana Wijekoon, Nirmalie Wiratunga:
Reasoning with Counterfactual Explanations for Code Vulnerability Detection and Correction. AI-Cybersec@SGAI 2021: 1-13 - [c11]Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar:
Counterfactual Explanations for Student Outcome Prediction with Moodle Footprints. SICSA XAI 2021: 1-8 - [e1]Kyle Martin, Nirmalie Wiratunga, Anjana Wijekoon:
Proceedings of the SICSA eXplainable Artifical Intelligence Workshop 2021, Aberdeen, United Kingdom, June 1st, 2021. CEUR Workshop Proceedings 2894, CEUR-WS.org 2021 [contents] - [i4]Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar:
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. CoRR abs/2109.05800 (2021) - 2020
- [j1]Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Kay Cooper:
A knowledge-light approach to personalised and open-ended human activity recognition. Knowl. Based Syst. 192: 105651 (2020) - [c10]Anjana Wijekoon, Nirmalie Wiratunga:
Evaluating the Transferability of Personalised Exercise Recognition Models. EANN 2020: 32-44 - [c9]Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper, Kerstin Bach:
Learning to Recognise Exercises in the Self-Management of Low Back Pain. FLAIRS 2020: 347-352 - [c8]Nirmalie Wiratunga, Anjana Wijekoon, Kay Cooper:
Learning to Compare with Few Data for Personalised Human Activity Recognition. ICCBR 2020: 3-14 - [c7]Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper:
Heterogeneous Multi-Modal Sensor Fusion with Hybrid Attention for Exercise Recognition. IJCNN 2020: 1-8 - [c6]Anjana Wijekoon, Nirmalie Wiratunga:
Personalised Meta-Learning for Human Activity Recognition with Few-Data. SGAI Conf. 2020: 79-93 - [i3]Nirmalie Wiratunga, Kay Cooper, Anjana Wijekoon, Chamath Palihawadana, Vanessa Mendham, Ehud Reiter, Kyle Martin:
FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults. CoRR abs/2004.14067 (2020) - [i2]Anjana Wijekoon, Nirmalie Wiratunga:
Learning-to-Learn Personalised Human Activity Recognition Models. CoRR abs/2006.07472 (2020)
2010 – 2019
- 2019
- [c5]Kyle Martin, Stelios Kapetanakis, Anjana Wijekoon, Kareem Amin, Stewart Massie:
Workshop preface. ICCBR Workshops 2019: 6-7 - [c4]Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga:
Human Activity Recognition with Deep Metric Learners. ICCBR Workshops 2019: 8-17 - [c3]Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon, Eyad Elyan, Zina M. Ibrahim, Oya Celikutan, Richard J. B. Dobson, Stephen J. McKenna, Jacqui Morris, Annalu Waller, Raed A. Abd-Alhammed, Rami Qahwaji, Ray Chaudhuri:
Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention. KDH@IJCAI 2019: 60-67 - [d2]Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper:
MEx - Multi-modal Exercise Dataset. IEEE DataPort, 2019
- [d1]Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper:
MEx. UCI Machine Learning Repository, 2019 - [i1]Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper:
MEx: Multi-modal Exercises Dataset for Human Activity Recognition. CoRR abs/1908.08992 (2019) - 2018
- [c2]Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Kay Cooper:
Improving kNN for Human Activity Recognition with Privileged Learning Using Translation Models. ICCBR 2018: 448-463 - [c1]Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani:
Zero-Shot Learning with Matching Networks for Open-Ended Human Activity Recognition. SICSA ReaLX 2018
Coauthor Index
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last updated on 2024-10-28 21:16 CET by the dblp team
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