Nirmalie Wiratunga

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 79

Top Venues

Publications

Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models. AIME (1) (2024)
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)
Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García
A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews. NAACL-HLT (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)
Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning: a comprehensive review. Artif. Intell. Rev. 57 (8) (2024)
Craig Pirie, Harsha Kalutarage, Muhammad Shadi Hajar, Nirmalie Wiratunga, Subodha Charles, Geeth Sandaru Madhushan, Priyantha Buddhika, Supun Wijesiriwardana, Akila Dimantha, Kithdara Hansamal, Shalitha Pathiranage
A Survey of AI-Powered Mini-Grid Solutions for a Sustainable Future in Rural Communities. CoRR (2024)
Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, Bruno Fleisch
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering. ICCBR (2024)
Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, Bruno Fleisch
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering. CoRR (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)
Regina Ofori-Boateng, Magaly Aceves-Martins, Chrisina Jayne, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation. INNS DLIA@IJCNN (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)
Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen, Nirmalie Wiratunga
This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy. ICASSP (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)
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)
Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon
Clinical Dialogue Transcription Error Correction using Seq2Seq Models. CoRR (2022)
María J. Santofimia, Felix Jesús Villanueva, Javier Dorado, Ana Rubio, Jesús Fernández-Bermejo Ruiz, Henry A. Llumiguano Solano, Xavier del Toro, Nirmalie Wiratunga, Juan Carlos López
MIRATAR: A Virtual Caregiver for Active and Healthy Ageing. ICIAP Workshops (1) (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)
Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen, Nirmalie Wiratunga
This changes to that : Combining causal and non-causal explanations to generate disease progression in capsule endoscopy. CoRR (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)
Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Deepak P
Emotion-aware polarity lexicons for Twitter sentiment analysis. Expert Syst. J. Knowl. Eng. 38 (7) (2021)
Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods. ICTAI (2021)
María José Santofimia Romero, Felix Jesús Villanueva, Julián Caba, Jesús Fernández-Bermejo Ruiz, Xavier del Toro, Nirmalie Wiratunga, Juan R. Trapero, Ana Rubio, Claudio Salvadori, Juan Carlos López
Autonomous CPSoS for Cognitive Large Manufacturing Industries. IECON (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)
Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern
Evaluating Explainability Methods Intended for Multiple Stakeholders. Künstliche Intell. 35 (3) (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)
Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Chamath Palihawadana, Juan A. Recio-García, David Corsar
Clood CBR: Towards Microservices Oriented Case-Based Reasoning. ICCBR (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)
Yoke Yie Chen, Nirmalie Wiratunga, Robert Lothian
Integrating selection-based aspect sentiment and preference knowledge for social recommender systems. Online Inf. Rev. 44 (2) (2020)
Kyle Martin, Nirmalie Wiratunga, Sadiq Sani
Locality Sensitive Batch Selection for Triplet Networks. IJCNN (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)
Carlos Francisco Moreno-García, Truong Dang, Kyle Martin, Manish Patel, Andrew Thompson, Lesley Leishman, Nirmalie Wiratunga
Assessing the Clinicians' Pathway to Embed Artificial Intelligence for Assisted Diagnostics of Fracture Detection. KDH@ECAI (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, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern
Developing a Catalogue of Explainability Methods to Support Expert and Non-expert Users. SGAI Conf. (2019)
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)
Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Kay Cooper
Improving kNN for Human Activity Recognition with Privileged Learning Using Translation Models. ICCBR (2018)
Craig Davies, Nirmalie Wiratunga, Kyle Martin
GramError: A Quality Metric for Machine Generated Songs. SGAI Conf. (2018)
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper
Matching networks for personalised human activity recognition. AIH@IJCAI (2018)
Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern
Risk Information Recommendation for Engineering Workers. SGAI Conf. (2018)
Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani
Zero-Shot Learning with Matching Networks for Open-Ended Human Activity Recognition. SICSA ReaLX (2018)
Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Rushi Luhar
Opinion Context Extraction for Aspect Sentiment Analysis. ICWSM (2018)
Chrisina Jayne, Nirmalie Wiratunga
Evolving sensor systems. Evol. Syst. 9 (2) (2018)
Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Stewart Massie, Kit-Ying Hui, Rachel Heaven
Ontology Alignment Based on Word Embedding and Random Forest Classification. ECML/PKDD (1) (2018)
Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Rushi Luhar
Context Extraction for Aspect-Based Sentiment Analytics: Combining Syntactic, Lexical and Sentiment Knowledge. SGAI Conf. (2018)
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper
Personalised Human Activity Recognition Using Matching Networks. ICCBR (2018)
Kyle Martin, Nirmalie Wiratunga, Stewart Massie, Jérémie Clos
Informed Pair Selection for Self-paced Metric Learning in Siamese Neural Networks. SGAI Conf. (2018)
Yoke Yie Chen, Nirmalie Wiratunga, Robert Lothian
Effective Dependency Rule-based Aspect Extraction for Social Recommender Systems. PACIS (2017)
Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Kit-Ying Hui, Rachel Heaven, Stewart Massie
Taxonomic Corpus-Based Concept Summary Generation for Document Annotation. TPDL (2017)
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie
Learning Deep Features for kNN-Based Human Activity Recognition. ICCBR (Workshops) (2017)
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper
kNN Sampling for Personalised Human Activity Recognition. ICCBR (2017)
Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Deepak Padmanabhan
Lexicon Generation for Emotion Detection from Text. IEEE Intell. Syst. 32 (1) (2017)
Anil Bandhakavi, Nirmalie Wiratunga, Deepak Padmanabhan, Stewart Massie
Lexicon based feature extraction for emotion text classification. Pattern Recognit. Lett. 93 (2017)
Yoke Yie Chen, Nirmalie Wiratunga, Stewart Massie, Jenny Hall, Kate Stephen, Amanda Croall, Jacky MacMillan, Lesley Murray, Geoff Wilcock, Sandra MacRury
Designing a Personalised Case-Based Recommender System for Mobile Self-Management of Diabetes During Exercise. KHD@IJCAI (2017)
Jérémie Clos, Anil Bandhakavi, Nirmalie Wiratunga, Guillaume Cabanac
Predicting Emotional Reaction in Social Networks. ECIR (2017)
Jérémie Clos, Nirmalie Wiratunga
Lexicon Induction for Interpretable Text Classification. TPDL (2017)
Kyle Martin, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Jérémie Clos
A Convolutional Siamese Network for Developing Similarity Knowledge in the SelfBACK Dataset. ICCBR (Workshops) (2017)
Sadiq Sani, Stewart Massie, Nirmalie Wiratunga, Kay Cooper
Learning Deep and Shallow Features for Human Activity Recognition. KSEM (2017)
Jérémie Clos, Nirmalie Wiratunga
Neural Induction of a Lexicon for Fast and Interpretable Stance Classification. LDK (2017)
Aminu Muhammad, Nirmalie Wiratunga, Robert Lothian
Contextual sentiment analysis for social media genres. Knowl. Based Syst. 108 (2016)
Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, P. Deepak
Emotion-Corpus Guided Lexicons for Sentiment Analysis on Twitter. SGAI Conf. (2016)
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper
SELFBACK - Activity Recognition for Self-management of Low Back Pain. SGAI Conf. (2016)
Yoke Yie Chen, Xavier Ferrer Aran, Nirmalie Wiratunga, Enric Plaza
Aspect Selection for Social Recommender Systems. ICCBR (2015)
Aminu Muhammad, Nirmalie Wiratunga, Robert Lothian
A Hybrid Sentiment Lexicon for Social Media Mining. ICTAI (2014)
Anil Bandhakavi, Nirmalie Wiratunga, Deepak P, Stewart Massie
Generating a Word-Emotion Lexicon from #Emotional Tweets. *SEM@COLING (2014)
Xavier Ferrer Aran, Yoke Yie Chen, Nirmalie Wiratunga, Enric Plaza
Preference and Sentiment Guided Social Recommendations with Temporal Dynamics. SGAI Conf. (2014)
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
Supervised Semantic Indexing Using Sub-spacing. ICCBR (2014)
Yoke Yie Chen, Xavier Ferrer Aran, Nirmalie Wiratunga, Enric Plaza
Sentiment and Preference Guided Social Recommendation. ICCBR (2014)
Aminu Muhammad, Nirmalie Wiratunga, Robert Lothian, Richard Glassey
Domain-Based Lexicon Enhancement for Sentiment Analysis. SMA@BCS-SGAI (2013)
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
Sentiment Classification Using Supervised Sub-Spacing. SGAI Conf. (2013)
Aminu Muhammad, Nirmalie Wiratunga, Robert Lothian, Richard Glassey
Contextual Sentiment Analysis in Social Media Using High-Coverage Lexicon. SGAI Conf. (2013)
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
Should Term-Relatedness Be Used in Text Representation? ICCBR (2013)
Leszek Kaliciak, Dawei Song, Nirmalie Wiratunga, Jeff Z. Pan
Combining Visual and Textual Systems within the Context of User Feedback. MMM (1) (2013)
P. Deepak, Karthik Visweswariah, Nirmalie Wiratunga, Sadiq Sani
Two-part segmentation of text documents. CIKM (2012)
Leszek Kaliciak, Dawei Song, Nirmalie Wiratunga, Jeff Z. Pan
Improving Content-Based Image Retrieval by Identifying Least and Most Correlated Visual Words. AIRS (2012)
Leszek Kaliciak, Ben Horsburgh, Dawei Song, Nirmalie Wiratunga, Jeff Z. Pan
Enhancing Music Information Retrieval by Incorporating Image-Based Local Features. AIRS (2012)
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
Event Extraction for Reasoning with Text. ICCBR (2012)
Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
Term Similarity and Weighting Framework for Text Representation. ICCBR (2011)
Anil Patelia, Sutanu Chakraborti, Nirmalie Wiratunga
Selective Integration of Background Knowledge in TCBR Systems. ICCBR (2011)
Martijn van den Branden, Nirmalie Wiratunga, Dean Burton, Susan Craw
Integrating case-based reasoning with an electronic patient record system. Artif. Intell. Medicine 51 (2) (2011)
Ibrahim Adeyanju, Nirmalie Wiratunga, Robert Lothian, Susan Craw
Applying Machine Translation Evaluation Techniques to Textual CBR. ICCBR (2010)
Leszek Kaliciak, Dawei Song, Nirmalie Wiratunga, Jeff Z. Pan
Novel local features with hybrid sampling technique for image retrieval. CIKM (2010)
Ibrahim Adeyanju, Nirmalie Wiratunga, Juan A. Recio-García, Robert Lothian
Learning to Author Text with textual CBR. ECAI (2010)

Nirmalie Wiratunga.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Nirmalie Wiratunga