Anjana Wijekoon

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 41

Top Topics

Human Activity Recognition

Top Venues

ICCBR Workshops

Publications

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 (2024)
Anjana Wijekoon, David Corsar, Nirmalie Wiratunga, Kyle Martin, Pedram Salimi
Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI. CoRR (2024)
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 (2024)
Pedram Salimi, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-based NLG Method. CoRR (2023)
Chamath Palihawadana, Nirmalie Wiratunga, Harsha Kalutarage, Anjana Wijekoon
Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation. ESORICS Workshops (2) (2023)
Anjana Wijekoon, Nirmalie Wiratunga
A user-centred evaluation of DisCERN: Discovering counterfactuals for code vulnerability detection and correction. Knowl. Based Syst. 278 (2023)
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)
Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon
Clinical Dialogue Transcription Error Correction with Self-supervision. SGAI Conf. (2023)
Kyle Martin, Ashish Upadhyay, Anjana Wijekoon, Nirmalie Wiratunga, Stewart Massie
Machine Learning for Risk Stratification of Diabetic Foot Ulcers Using Biomarkers. ICCS (3) (2023)
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)
Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David Corsar
Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR. ICCBR (2023)
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)
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)
Pedram Salimi, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-Based NLG Method. ECAI (2023)
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)
Chamath Palihawadana, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
Introducing Clood CBR: A Cloud Based CBR Framework. ICCBR Workshops (2022)
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)
Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon
Clinical Dialogue Transcription Error Correction using Seq2Seq Models. CoRR (2022)
Anjana Wijekoon, David Corsar, Nirmalie Wiratunga
Behaviour Trees for Conversational Explanation Experiences. CoRR (2022)
Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud. ICCBR (2022)
Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha K. Kalutarage
FedSim: Similarity guided model aggregation for Federated Learning. Neurocomputing 483 (2022)
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)
Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. ICTAI (2021)
Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. CoRR (2021)
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)
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)
Anjana Wijekoon, Nirmalie Wiratunga
Reasoning with Counterfactual Explanations for Code Vulnerability Detection and Correction. AI-Cybersec@SGAI (2021)
Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper
Heterogeneous Multi-Modal Sensor Fusion with Hybrid Attention for Exercise Recognition. IJCNN (2020)
Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Kay Cooper
A knowledge-light approach to personalised and open-ended human activity recognition. Knowl. Based Syst. 192 (2020)
Anjana Wijekoon, Nirmalie Wiratunga
Learning-to-Learn Personalised Human Activity Recognition Models. CoRR (2020)
Anjana Wijekoon, Nirmalie Wiratunga
Evaluating the Transferability of Personalised Exercise Recognition Models. EANN (2020)
Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper, Kerstin Bach
Learning to Recognise Exercises in the Self-Management of Low Back Pain. FLAIRS Conference (2020)
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 (2020)
Anjana Wijekoon, Nirmalie Wiratunga
Personalised Meta-Learning for Human Activity Recognition with Few-Data. SGAI Conf. (2020)
Nirmalie Wiratunga, Anjana Wijekoon, Kay Cooper
Learning to Compare with Few Data for Personalised Human Activity Recognition. ICCBR (2020)
Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga
Human Activity Recognition with Deep Metric Learners. ICCBR Workshops (2019)
Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper
MEx: Multi-modal Exercises Dataset for Human Activity Recognition. CoRR (2019)
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. KHD@IJCAI (2019)
Kyle Martin, Stelios Kapetanakis, Anjana Wijekoon, Kareem Amin, Stewart Massie
Workshop preface. ICCBR Workshops (2019)
Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Kay Cooper
Improving kNN for Human Activity Recognition with Privileged Learning Using Translation Models. ICCBR (2018)
Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani
Zero-Shot Learning with Matching Networks for Open-Ended Human Activity Recognition. SICSA ReaLX (2018)