Nirmalie Wiratunga
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
96
Venues
26
Active years
2000–2026
Best venue rank
A*
Where they publish
- CICCBR41 papers
- NationalSGAI18 papers
- AECAI5 papers
- A*IJCAI4 papers
- A*AAAI3 papers
- BICTAI2 papers
- BIJCNN2 papers
- AECIR2 papers
- ACIKM2 papers
- AAIED1 paper
- BAIME1 paper
- CIC3K1 paper
- ANAACL1 paper
- AESORICS1 paper
- MulticonferenceICASSP1 paper
- MulticonferenceICCS1 paper
- AIUI1 paper
- NationalICIAP1 paper
- CIECON1 paper
- CEANN1 paper
- NationalFlAIRS1 paper
- AICWSM1 paper
- CKSEM1 paper
- CLDK1 paper
- BMMM1 paper
- BEKAW1 paper
Papers
96 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Wikatoni: An Agentic AI System for Energy Engineering Workflows. | Sampath Rajapaksha, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Tim Clarke, Fraser Kerr |
| 2026 | ICCBR | Explaining AlignLLM: Case Alignment in LLM-as-a-Judge Systems. | Ramitha Abeyratne, Nirmalie Wiratunga, Kyle Martin, Ikechukwu Nkisi-Orji |
| 2026 | ICCBR | Case-Based Adaptation and Retrieval-Augmented Self-reflection for Multi-label Classification. | Lasal Jayawardena, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Darren Nicol |
| 2026 | ICCBR | Failure-Aware Matching-Based Adaptation for Generalisable Reuse. | Ikechukwu Nkisi-Orji, Pedram Salimi, Nirmalie Wiratunga |
| 2026 | ICCBR | Top-Down Hyperbolic Case Retrieval for Few-Shot Hierarchical Ordinal Text Classification. | Vihanga Ashinsana Wijayasekara, Kyle Martin, Nirmalie Wiratunga |
| 2025 | AIED | Towards Ordinal Few-Shot Learning for Automated Essay Grading. | Vihanga Ashinsana Wijayasekara, Kyle Martin, Nirmalie Wiratunga |
| 2025 | ECAI | Few-Shot Essay Grading: Weighted Prototypical Networks for Ordinal Text Classification. | Vihanga Ashinsana Wijayasekara, Kyle Martin, Nirmalie Wiratunga, Stewart Massie, Anjana Wijekoon |
| 2025 | ICCBR | AlignLLM: Alignment-Based Evaluation Using Ensemble of LLMs-as-Judges for Q&A. | Ramitha Abeyratne, Nirmalie Wiratunga, Kyle Martin, Ikechukwu Nkisi-Orji, Lasal Jayawardena |
| 2025 | ICCBR | Context Driven Multi-query Resolution Using LLM-RAG to Support the Revision of Explainability Needs. | Lasal Jayawardena, Anne Liret, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Bruno Fleisch |
| 2025 | ICCBR | Agentic CBR in Action: Empowering Loan Approvals Through Interactive, Counterfactual Explanations. | Pedram Salimi, Nirmalie Wiratunga, David Corsar |
| 2024 | AIME | Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models. | Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-Garca |
| 2024 | ECAI | 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-Martnez, Beln Daz-Agudo, Derek G. Bridge, Anne Liret |
| 2024 | IC3K | Intelligent Reuse of Explanation Experiences: The Role of Case-Based Reasoning in Promoting Best Practice in Explainable AI. | Nirmalie Wiratunga |
| 2024 | ICCBR | CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering. | Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, Bruno Fleisch |
| 2024 | NAACL | A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews. | Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-Garca |
| 2023 | ECAI | Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-Based NLG Method. | Pedram Salimi, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon |
| 2023 | ESORICS | Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation. | Chamath Palihawadana, Nirmalie Wiratunga, Harsha Kalutarage, Anjana Wijekoon |
| 2023 | ICASSP | This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy. | Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen, Nirmalie Wiratunga |
| 2023 | ICCBR | Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR. | Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David Corsar |
| 2023 | ICCBR | AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics. | Craig Pirie, Nirmalie Wiratunga, Anjana Wijekoon, Carlos Francisco Moreno-Garca |
| 2023 | ICCBR | CBR Driven Interactive Explainable AI. | Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Beln Daz-Agudo, Marta Caro-Martnez |
| 2023 | ICCS | Machine Learning for Risk Stratification of Diabetic Foot Ulcers Using Biomarkers. | Kyle Martin, Ashish Upadhyay, Anjana Wijekoon, Nirmalie Wiratunga, Stewart Massie |
| 2023 | IUI | iSee: Intelligent Sharing of Explanation Experience by Users for Users. | Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Kyle Martin |
| 2023 | SGAI | Clinical Dialogue Transcription Error Correction with Self-supervision. | Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon |
| 2022 | ICCBR | iSee: Intelligent Sharing of Explanation Experiences. | Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Beln Daz-Agudo, Juan A. Recio-Garca, Marta Caro-Martnez, Derek Bridge, Preeja Pradeep, Anne Liret, Bruno Fleisch |
| 2022 | ICCBR | Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud. | Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon |
| 2022 | ICCBR | Introducing Clood CBR: A Cloud Based CBR Framework. | Chamath Palihawadana, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon |
| 2022 | ICCBR | 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 |
| 2022 | ICIAP | MIRATAR: A Virtual Caregiver for Active and Healthy Ageing. | Mara J. Santofimia, Felix Jess Villanueva, Javier Dorado, Ana Rubio, Jess Fernndez-Bermejo Ruiz, Henry Llumiguano, Xavier del Toro, Nirmalie Wiratunga, Juan Carlos Lpez |
| 2021 | ICCBR | Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers. | Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar |
| 2021 | ICTAI | DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. | Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar |
| 2021 | IECON | Autonomous CPSoS for Cognitive Large Manufacturing Industries. | Mara Jos Santofimia Romero, Felix Jess Villanueva, Julin Caba, Jess Fernndez-Bermejo Ruiz, Xavier del Toro, Nirmalie Wiratunga, Juan R. Trapero, Ana Rubio, Claudio Salvadori, Juan Carlos Lpez |
| 2021 | SGAI | Reasoning with Counterfactual Explanations for Code Vulnerability Detection and Correction. | Anjana Wijekoon, Nirmalie Wiratunga |
| 2020 | EANN | Evaluating the Transferability of Personalised Exercise Recognition Models. | Anjana Wijekoon, Nirmalie Wiratunga |
| 2020 | ECAI | Assessing the Clinicians' Pathway to Embed Artificial Intelligence for Assisted Diagnostics of Fracture Detection. | Carlos Francisco Moreno-Garca, Truong Dang, Kyle Martin, Manish Patel, Andrew Thompson, Lesley Leishman, Nirmalie Wiratunga |
| 2020 | FlAIRS | Learning to Recognise Exercises in the Self-Management of Low Back Pain. | Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper, Kerstin Bach |
| 2020 | ICCBR | Clood CBR: Towards Microservices Oriented Case-Based Reasoning. | Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Chamath Palihawadana, Juan A. Recio-Garca, David Corsar |
| 2020 | ICCBR | Learning to Compare with Few Data for Personalised Human Activity Recognition. | Nirmalie Wiratunga, Anjana Wijekoon, Kay Cooper |
| 2020 | IJCNN | Locality Sensitive Batch Selection for Triplet Networks. | Kyle Martin, Nirmalie Wiratunga, Sadiq Sani |
| 2020 | IJCNN | Heterogeneous Multi-Modal Sensor Fusion with Hybrid Attention for Exercise Recognition. | Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper |
| 2020 | SGAI | Personalised Meta-Learning for Human Activity Recognition with Few-Data. | Anjana Wijekoon, Nirmalie Wiratunga |
| 2019 | ICCBR | Human Activity Recognition with Deep Metric Learners. | Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga |
| 2019 | IJCAI | 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 |
| 2019 | SGAI | Developing a Catalogue of Explainability Methods to Support Expert and Non-expert Users. | Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern |
| 2018 | ICCBR | Personalised Human Activity Recognition Using Matching Networks. | Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper |
| 2018 | ICCBR | Improving kNN for Human Activity Recognition with Privileged Learning Using Translation Models. | Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Kay Cooper |
| 2018 | IJCAI | Matching networks for personalised human activity recognition. | Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper |
| 2018 | ICWSM | Opinion Context Extraction for Aspect Sentiment Analysis. | Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Rushi Luhar |
| 2018 | SGAI | Context Extraction for Aspect-Based Sentiment Analytics: Combining Syntactic, Lexical and Sentiment Knowledge. | Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Rushi Luhar |
| 2018 | SGAI | GramError: A Quality Metric for Machine Generated Songs. | Craig Davies, Nirmalie Wiratunga, Kyle Martin |
| 2018 | SGAI | Risk Information Recommendation for Engineering Workers. | Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern |
| 2018 | SGAI | Informed Pair Selection for Self-paced Metric Learning in Siamese Neural Networks. | Kyle Martin, Nirmalie Wiratunga, Stewart Massie, Jrmie Clos |
| 2017 | ECIR | Predicting Emotional Reaction in Social Networks. | Jrmie Clos, Anil Bandhakavi, Nirmalie Wiratunga, Guillaume Cabanac |
| 2017 | ICCBR | A Convolutional Siamese Network for Developing Similarity Knowledge in the SelfBACK Dataset. | Kyle Martin, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Jrmie Clos |
| 2017 | ICCBR | Learning Deep Features for kNN-Based Human Activity Recognition. | Sadiq Sani, Nirmalie Wiratunga, Stewart Massie |
| 2017 | ICCBR | kNN Sampling for Personalised Human Activity Recognition. | Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper |
| 2017 | IJCAI | Designing a Personalised Case-Based Recommender System for Mobile Self-Management of Diabetes During Exercise. | Yoke Yie Chen, Nirmalie Wiratunga, Stewart Massie, Jenny Hall, Kate Stephen, Amanda Croall, Jacky MacMillan, Lesley Murray, Geoff Wilcock, Sandra MacRury |
| 2017 | KSEM | Learning Deep and Shallow Features for Human Activity Recognition. | Sadiq Sani, Stewart Massie, Nirmalie Wiratunga, Kay Cooper |
| 2017 | LDK | Neural Induction of a Lexicon for Fast and Interpretable Stance Classification. | Jrmie Clos, Nirmalie Wiratunga |
| 2016 | SGAI | Emotion-Corpus Guided Lexicons for Sentiment Analysis on Twitter. | Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, P. Deepak |
| 2016 | SGAI | SELFBACK - Activity Recognition for Self-management of Low Back Pain. | Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper |
| 2015 | ICCBR | Aspect Selection for Social Recommender Systems. | Yoke Yie Chen, Xavier Ferrer Aran, Nirmalie Wiratunga, Enric Plaza |
| 2014 | ICCBR | Sentiment and Preference Guided Social Recommendation. | Yoke Yie Chen, Xavier Ferrer Aran, Nirmalie Wiratunga, Enric Plaza |
| 2014 | ICCBR | Supervised Semantic Indexing Using Sub-spacing. | Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian |
| 2014 | ICTAI | A Hybrid Sentiment Lexicon for Social Media Mining. | Aminu Muhammad, Nirmalie Wiratunga, Robert Lothian |
| 2014 | SGAI | Preference and Sentiment Guided Social Recommendations with Temporal Dynamics. | Xavier Ferrer Aran, Yoke Yie Chen, Nirmalie Wiratunga, Enric Plaza |
| 2013 | ICCBR | Should Term-Relatedness Be Used in Text Representation? | Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian |
| 2013 | MMM | Combining Visual and Textual Systems within the Context of User Feedback. | Leszek Kaliciak, Dawei Song, Nirmalie Wiratunga, Jeff Z. Pan |
| 2013 | SGAI | Contextual Sentiment Analysis in Social Media Using High-Coverage Lexicon. | Aminu Muhammad, Nirmalie Wiratunga, Robert Lothian, Richard Glassey |
| 2013 | SGAI | Domain-Based Lexicon Enhancement for Sentiment Analysis. | Aminu Muhammad, Nirmalie Wiratunga, Robert Lothian, Richard Glassey |
| 2013 | SGAI | Sentiment Classification Using Supervised Sub-Spacing. | Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian |
| 2012 | CIKM | Two-part segmentation of text documents. | P. Deepak, Karthik Visweswariah, Nirmalie Wiratunga, Sadiq Sani |
| 2012 | ICCBR | Event Extraction for Reasoning with Text. | Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian |
| 2011 | ICCBR | Selective Integration of Background Knowledge in TCBR Systems. | Anil Patelia, Sutanu Chakraborti, Nirmalie Wiratunga |
| 2011 | ICCBR | Term Similarity and Weighting Framework for Text Representation. | Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian |
| 2010 | CIKM | Novel local features with hybrid sampling technique for image retrieval. | Leszek Kaliciak, Dawei Song, Nirmalie Wiratunga, Jeff Z. Pan |
| 2010 | ECAI | Learning to Author Text with textual CBR. | Ibrahim Adeyanju, Nirmalie Wiratunga, Juan A. Recio-Garca, Robert Lothian |
| 2010 | ICCBR | Applying Machine Translation Evaluation Techniques to Textual CBR. | Ibrahim Adeyanju, Nirmalie Wiratunga, Robert Lothian, Susan Craw |
| 2010 | ICCBR | Taxonomic Semantic Indexing for Textual Case-Based Reasoning. | Juan A. Recio-Garca, Nirmalie Wiratunga |
| 2009 | ICCBR | Case Retrieval Reuse Net (CR2N): An Architecture for Reuse of Textual Solutions. | Ibrahim Adeyanju, Nirmalie Wiratunga, Robert Lothian, Somayajulu Sripada, Luc Lamontagne |
| 2007 | AAAI | Informed Case Base Maintenance: A Complexity Profiling Approach. | Susan Craw, Stewart Massie, Nirmalie Wiratunga |
| 2007 | ICCBR | Case Authoring: From Textual Reports to Knowledge-Rich Cases. | Stella Maris Asiimwe, Susan Craw, Bruce Taylor, Nirmalie Wiratunga |
| 2007 | ICCBR | Acquiring Word Similarities with Higher Order Association Mining. | Sutanu Chakraborti, Nirmalie Wiratunga, Robert Lothian, Stuart N. K. Watt |
| 2007 | ICCBR | When Similar Problems Don't Have Similar Solutions. | Stewart Massie, Susan Craw, Nirmalie Wiratunga |
| 2007 | ICCBR | From Anomaly Reports to Cases. | Stewart Massie, Nirmalie Wiratunga, Susan Craw, Alessandro Donati, Emmanuel Vicari |
| 2007 | IJCAI | Supervised Latent Semantic Indexing Using Adaptive Sprinkling. | Sutanu Chakraborti, Rahman Mukras, Robert Lothian, Nirmalie Wiratunga, Stuart N. K. Watt, David J. Harper |
| 2007 | SGAI | Automatically Acquiring Structured Case Representations: The SMART Way. | Stella Maris Asiimwe, Susan Craw, Nirmalie Wiratunga, Bruce Taylor |
| 2007 | SGAI | Selecting Bi-Tags for Sentiment Analysis of Text. | Rahman Mukras, Nirmalie Wiratunga, Robert Lothian |
| 2006 | ECIR | Sprinkling: Supervised Latent Semantic Indexing. | Sutanu Chakraborti, Robert Lothian, Nirmalie Wiratunga, Stuart N. K. Watt |
| 2005 | AAAI | Complexity-Guided Case Discovery for Case Based Reasoning. | Stewart Massie, Susan Craw, Nirmalie Wiratunga |
| 2005 | ICCBR | Extending jCOLIBRI for Textual CBR. | Juan A. Recio-Garca, Beln Daz-Agudo, Marco Antonio Gmez-Martn, Nirmalie Wiratunga |
| 2005 | ICCBR | Textual Feature Construction from Keywords. | Nirmalie Wiratunga, Robert Lothian, Sutanu Chakraborti, Ivan Koychev |
| 2004 | SGAI | A Visualisation Tool to Explain Case-Base Reasoning Solutions for Tablet Formulation. | Stewart Massie, Susan Craw, Nirmalie Wiratunga |
| 2003 | ICCBR | Index Driven Selective Sampling for CBR. | Nirmalie Wiratunga, Susan Craw, Stewart Massie |
| 2003 | SGAI | CBR for SmartHouse Technology. | Nirmalie Wiratunga, Susan Craw, Bruce Taylor, Genevieve Davis |
| 2000 | EKAW | Informed Selection of Training Examples for Knowledge Refinement. | Nirmalie Wiratunga, Susan Craw |