Anjana Wijekoon

52 papers A 3B 2C 7Misc 1Journal 20Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SurgflowNet: Leveraging unannotated video for consistent endoscopic pituitary surgery workflow recognition. Artif. Intell. Medicine Anjana Wijekoon, Adrito Das, Zhehua Mao, Danyal Z. Khan, John G. Hanrahan, Danail Stoyanov, Hani J. Marcus, Sophia Bano
2025	J	`jnl`	Automated Cervical Os Segmentation for Camera-Guided, Speculum-Free Screening. CoRR Aoife McDonald-Bowyer, Anjana Wijekoon, Ryan Laurance Love, Katie Allan, Scott Colvin, Aleksandra Gentry-Maharaj, Adeola Olaitan, Danail Stoyanov, Agostino Stilli, Sophia Bano
2025	J	`jnl`	Empowering Explainable Artificial Intelligence Through Case-Based Reasoning: A Comprehensive Exploration. IEEE Trans. Knowl. Data Eng. Preeja Pradeep, Marta Caro-Martínez, Anjana Wijekoon
2025	A	`conf`	Few-Shot Essay Grading: Weighted Prototypical Networks for Ordinal Text Classification. ECAI Vihanga Ashinsana Wijayasekara, Kyle Martin, Nirmalie Wiratunga, Stewart Massie, Anjana Wijekoon
2024	J	`jnl`	A practical exploration of the convergence of Case-Based Reasoning and Explainable Artificial Intelligence. Expert Syst. Appl. Preeja Pradeep, Marta Caro-Martínez, Anjana Wijekoon
2024	—	`conf`	Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform. xAI (Late-breaking Work, Demos, Doctoral Consortium) 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
2024	J	`jnl`	FedFT: Improving Communication Performance for Federated Learning with Frequency Space Transformation. CoRR Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha Kalutarage
2024	J	`jnl`	PitRSDNet: Predicting Intra-operative Remaining Surgery Duration in Endoscopic Pituitary Surgery. CoRR Anjana Wijekoon, Adrito Das, Roxana Ramirez Herrera, Danyal Z. Khan, John G. Hanrahan, Eleanor Carter, Valpuri Luoma, Danail Stoyanov, Hani J. Marcus, Sophia Bano
2024	J	`jnl`	Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI. CoRR Anjana Wijekoon, David Corsar, Nirmalie Wiratunga, Kyle Martin, Pedram Salimi
2024	J	`jnl`	XEQ Scale for Evaluating XAI Experience Quality Grounded in Psychometric Theory. CoRR Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Belén Díaz-Agudo, Derek G. Bridge
2024	J	`jnl`	iSee: A case-based reasoning platform for the design of explanation experiences. Knowl. Based Syst. 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
2024	A	`conf`	iSee: Advancing Multi-Shot Explainable AI Using Case-Based Recommendations. ECAI Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret
2024	J	`jnl`	iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations. CoRR Anjana Wijekoon, Nirmalie Wiratunga, David Corsar, Kyle Martin, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Marta Caro-Martínez, Belén Díaz-Agudo, Derek G. Bridge, Anne Liret
2023	J	`jnl`	A user-centred evaluation of DisCERN: Discovering counterfactuals for code vulnerability detection and correction. Knowl. Based Syst. Anjana Wijekoon, Nirmalie Wiratunga
2023	—	`conf`	AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics. ICCBR Workshops Craig Pirie, Nirmalie Wiratunga, Anjana Wijekoon, Carlos Francisco Moreno-García
2023	C	`conf`	CBR Driven Interactive Explainable AI. ICCBR Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-Martínez
2023	—	`conf`	Clinical Dialogue Transcription Error Correction with Self-supervision. SGAI Conf. Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon
2023	C	`conf`	Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR. ICCBR Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David Corsar
2023	—	`conf`	Machine Learning for Risk Stratification of Diabetic Foot Ulcers Using Biomarkers. ICCS (3) Kyle Martin, Ashish Upadhyay, Anjana Wijekoon, Nirmalie Wiratunga, Stewart Massie
2023	—	`conf`	Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation. ESORICS Workshops (2) Chamath Palihawadana, Nirmalie Wiratunga, Harsha Kalutarage, Anjana Wijekoon
2023	—	`conf`	The Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence. ICCBR Workshops Marta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-García
2023	A	`conf`	Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-Based NLG Method. ECAI Pedram Salimi, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
2023	J	`jnl`	Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-based NLG Method. CoRR Pedram Salimi, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
2023	—	`conf`	iSee: Intelligent Sharing of Explanation Experience by Users for Users. IUI Companion Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Kyle Martin
2022	C	`conf`	Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud. ICCBR Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
2022	J	`jnl`	Behaviour Trees for Conversational Explanation Experiences. CoRR Anjana Wijekoon, David Corsar, Nirmalie Wiratunga
2022	J	`jnl`	Clinical Dialogue Transcription Error Correction using Seq2Seq Models. CoRR Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon
2022	—	`conf`	Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology. ICCBR Workshops Marta Caro-Martínez, Anjana Wijekoon, Juan A. Recio-García, David Corsar, Ikechukwu Nkisi-Orji
2022	J	`jnl`	FedSim: Similarity guided model aggregation for Federated Learning. Neurocomputing Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, Harsha K. Kalutarage
2022	C	`conf`	How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations. ICCBR Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Chamath Palihawadana, David Corsar, Kyle Martin
2022	—	`conf`	Introducing Clood CBR: A Cloud Based CBR Framework. ICCBR Workshops Chamath Palihawadana, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon
2022	—	`conf`	iSee: Intelligent Sharing of Explanation Experiences. ICCBR Workshops 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
2021	—	`conf`	Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers. ICCBR Workshops Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
2021	—	`conf`	Counterfactual Explanations for Student Outcome Prediction with Moodle Footprints. SICSA XAI Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
2021	B	`conf`	DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. ICTAI Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
2021	J	`jnl`	DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. CoRR Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
2021	—	`ed.`	Proceedings of the SICSA eXplainable Artifical Intelligence Workshop 2021, Aberdeen, United Kingdom, June 1st, 2021. SICSA XAI Kyle Martin, Nirmalie Wiratunga, Anjana Wijekoon
2021	—	`conf`	Reasoning with Counterfactual Explanations for Code Vulnerability Detection and Correction. AI-Cybersec@SGAI Anjana Wijekoon, Nirmalie Wiratunga
2020	J	`jnl`	A knowledge-light approach to personalised and open-ended human activity recognition. Knowl. Based Syst. Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Kay Cooper
2020	C	`conf`	Evaluating the Transferability of Personalised Exercise Recognition Models. EANN Anjana Wijekoon, Nirmalie Wiratunga
2020	J	`jnl`	FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults. CoRR Nirmalie Wiratunga, Kay Cooper, Anjana Wijekoon, Chamath Palihawadana, Vanessa Mendham, Ehud Reiter, Kyle Martin
2020	B	`conf`	Heterogeneous Multi-Modal Sensor Fusion with Hybrid Attention for Exercise Recognition. IJCNN Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper
2020	C	`conf`	Learning to Compare with Few Data for Personalised Human Activity Recognition. ICCBR Nirmalie Wiratunga, Anjana Wijekoon, Kay Cooper
2020	Misc	`conf`	Learning to Recognise Exercises in the Self-Management of Low Back Pain. FLAIRS Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper, Kerstin Bach
2020	J	`jnl`	Learning-to-Learn Personalised Human Activity Recognition Models. CoRR Anjana Wijekoon, Nirmalie Wiratunga
2020	—	`conf`	Personalised Meta-Learning for Human Activity Recognition with Few-Data. SGAI Conf. Anjana Wijekoon, Nirmalie Wiratunga
2019	—	`conf`	Human Activity Recognition with Deep Metric Learners. ICCBR Workshops Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga
2019	—	`conf`	Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention. KDH@IJCAI 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
2019	J	`jnl`	MEx: Multi-modal Exercises Dataset for Human Activity Recognition. CoRR Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper
2019	—	`conf`	Workshop preface. ICCBR Workshops Kyle Martin, Stelios Kapetanakis, Anjana Wijekoon, Kareem Amin, Stewart Massie
2018	C	`conf`	Improving kNN for Human Activity Recognition with Privileged Learning Using Translation Models. ICCBR Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Kay Cooper
2018	—	`conf`	Zero-Shot Learning with Matching Networks for Open-Ended Human Activity Recognition. SICSA ReaLX Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani