Anjana Wijekoon

According to our database, Anjana Wijekoon authored at least 46 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

iSee: A case-based reasoning platform for the design of explanation experiences.

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

Knowl. Based Syst., 2024

A practical exploration of the convergence of Case-Based Reasoning and Explainable Artificial Intelligence.

Preeja Pradeep, Marta Caro-Martínez, Anjana Wijekoon

Expert Syst. Appl., 2024

PitRSDNet: Predicting Intra-operative Remaining Surgery Duration in Endoscopic Pituitary Surgery.

Anjana Wijekoon, Adrito Das, Roxana R. Herrera, Danyal Z. Khan, John G. Hanrahan, Eleanor Carter, Valpuri Luoma, Danail Stoyanov, Hani J. Marcus, Sophia Bano

CoRR, 2024

FedFT: Improving Communication Performance for Federated Learning with Frequency Space Transformation.

Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha Kalutarage

CoRR, 2024

XEQ Scale for Evaluating XAI Experience Quality Grounded in Psychometric Theory.

Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Belén Díaz-Agudo, Derek G. Bridge

CoRR, 2024

Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI.

Anjana Wijekoon, David Corsar, Nirmalie Wiratunga, Kyle Martin, Pedram Salimi

CoRR, 2024

Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform.

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

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

iSee: Advancing Multi-Shot Explainable AI Using Case-Based Recommendations.

Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

A user-centred evaluation of DisCERN: Discovering counterfactuals for code vulnerability detection and correction.

Anjana Wijekoon, Nirmalie Wiratunga

Knowl. Based Syst., October, 2023

Clinical Dialogue Transcription Error Correction with Self-supervision.

Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon

Proceedings of the Artificial Intelligence XL, 2023

iSee: Intelligent Sharing of Explanation Experience by Users for Users.

Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Kyle Martin

Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

CBR Driven Interactive Explainable AI.

Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-Martínez

Proceedings of the Case-Based Reasoning Research and Development, 2023

AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics.

Craig Pirie, Nirmalie Wiratunga, Anjana Wijekoon, Carlos Francisco Moreno-García

Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023

Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR.

Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David Corsar

Proceedings of the Case-Based Reasoning Research and Development, 2023

The Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence.

Marta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-García

Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023

Machine Learning for Risk Stratification of Diabetic Foot Ulcers Using Biomarkers.

Kyle Martin, Ashish Upadhyay, Anjana Wijekoon, Nirmalie Wiratunga, Stewart Massie

Proceedings of the Computational Science - ICCS 2023, 2023

Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation.

Chamath Palihawadana, Nirmalie Wiratunga, Harsha Kalutarage, Anjana Wijekoon

Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-Based NLG Method.

Pedram Salimi, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

FedSim: Similarity guided model aggregation for Federated Learning.

Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha K. Kalutarage

Neurocomputing, 2022

Behaviour Trees for Conversational Explanation Experiences.

Anjana Wijekoon, David Corsar, Nirmalie Wiratunga

CoRR, 2022

Clinical Dialogue Transcription Error Correction using Seq2Seq Models.

Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon

CoRR, 2022

How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations.

Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Chamath Palihawadana, David Corsar, Kyle Martin

Proceedings of the Case-Based Reasoning Research and Development, 2022

Introducing Clood CBR: A Cloud Based CBR Framework.

Chamath Palihawadana, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud.

Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon

Proceedings of the Case-Based Reasoning Research and Development, 2022

iSee: Intelligent Sharing of Explanation Experiences.

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

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology.

Marta Caro-Martínez, Anjana Wijekoon, Juan A. Recio-García, David Corsar, Ikechukwu Nkisi-Orji

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

2021

Counterfactual Explanations for Student Outcome Prediction with Moodle Footprints.

Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar

Proceedings of the SICSA eXplainable Artifical Intelligence Workshop 2021, 2021

Reasoning with Counterfactual Explanations for Code Vulnerability Detection and Correction.

Anjana Wijekoon, Nirmalie Wiratunga

Proceedings of the Workshop on AI and Cybersecurity (AI-Cybersec 2021) co-located with 41st SGAI International Conference on Artificial Intelligence (SGAI 2021), 2021

DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods.

Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers.

Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar

Proceedings of the Workshops Proceedings for the 29th International Conference on Case-Based Reasoning co-located with the 29th International Conference on Case-Based Reasoning (ICCBR 2021), 2021

2020

A knowledge-light approach to personalised and open-ended human activity recognition.

Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Kay Cooper

Knowl. Based Syst., 2020

Learning-to-Learn Personalised Human Activity Recognition Models.

Anjana Wijekoon, Nirmalie Wiratunga

CoRR, 2020

FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults.

Nirmalie Wiratunga, Kay Cooper, Anjana Wijekoon, Chamath Palihawadana, Vanessa Mendham, Ehud Reiter, Kyle Martin

CoRR, 2020

Personalised Meta-Learning for Human Activity Recognition with Few-Data.

Anjana Wijekoon, Nirmalie Wiratunga

Proceedings of the Artificial Intelligence XXXVII, 2020

Heterogeneous Multi-Modal Sensor Fusion with Hybrid Attention for Exercise Recognition.

Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Learning to Compare with Few Data for Personalised Human Activity Recognition.

Nirmalie Wiratunga, Anjana Wijekoon, Kay Cooper

Proceedings of the Case-Based Reasoning Research and Development, 2020

Learning to Recognise Exercises in the Self-Management of Low Back Pain.

Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper, Kerstin Bach

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

Evaluating the Transferability of Personalised Exercise Recognition Models.

Anjana Wijekoon, Nirmalie Wiratunga

Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020

2019

MEx - Multi-modal Exercise Dataset.

Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper

Dataset, October, 2019

MEx.

Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper

Dataset, September, 2019

MEx: Multi-modal Exercises Dataset for Human Activity Recognition.

Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper

CoRR, 2019

Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention.

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

Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

Human Activity Recognition with Deep Metric Learners.

Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga

Proceedings of the Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), 2019

Workshop preface.

Kyle Martin, Stelios Kapetanakis, Anjana Wijekoon, Kareem Amin, Stewart Massie

Proceedings of the Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), 2019

2018

Zero-Shot Learning with Matching Networks for Open-Ended Human Activity Recognition.

Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani

Proceedings of the SICSA Workshop on Reasoning, 2018

Improving kNN for Human Activity Recognition with Privileged Learning Using Translation Models.

Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Kay Cooper

Proceedings of the Case-Based Reasoning Research and Development, 2018