Nirmalie Wiratunga

Proceedings of the Case-Based Reasoning Research and Development, 2024

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

[BibT_eX]

[DOI]

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

Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models.

[BibT_eX]

[DOI]

Regina Ofori-Boateng

Magaly Aceves-Martins

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

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

[BibT_eX]

[DOI]

Knowl. Based Syst., October, 2023

Clinical Dialogue Transcription Error Correction with Self-supervision.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence XL, 2023

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

[BibT_eX]

[DOI]

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

Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation.

[BibT_eX]

[DOI]

Regina Ofori-Boateng

Magaly Aceves-Martins

Chrisina Jayne

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

CBR Driven Interactive Explainable AI.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Craig Pirie

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2023, 2023

This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Behaviour Trees for Conversational Explanation Experiences.

[BibT_eX]

[DOI]

David Corsar

Jesús Fernández-Bermejo Ruiz

CoRR, 2022

Clinical Dialogue Transcription Error Correction using Seq2Seq Models.

[BibT_eX]

[DOI]

CoRR, 2022

MIRATAR: A Virtual Caregiver for Active and Healthy Ageing.

[BibT_eX]

[DOI]

María J. Santofimia

Felix Jesús Villanueva

Javier Dorado

Ana Rubio

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

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

[BibT_eX]

[DOI]

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

Introducing Clood CBR: A Cloud Based CBR Framework.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

iSee: Intelligent Sharing of Explanation Experiences.

[BibT_eX]

[DOI]

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

Evaluating Explainability Methods Intended for Multiple Stakeholders.

[BibT_eX]

[DOI]

Künstliche Intell., 2021

Emotion-aware polarity lexicons for Twitter sentiment analysis.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2021

Counterfactual Explanations for Student Outcome Prediction with Moodle Footprints.

[BibT_eX]

[DOI]

Proceedings of the SICSA eXplainable Artifical Intelligence Workshop 2021, 2021

Reasoning with Counterfactual Explanations for Code Vulnerability Detection and Correction.

[BibT_eX]

[DOI]

María José Santofimia Romero

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

Autonomous CPSoS for Cognitive Large Manufacturing Industries.

[BibT_eX]

[DOI]

Felix Jesús Villanueva

Julián Caba

Jesús Fernández-Bermejo Ruiz

Proceedings of the IECON 2021, 2021

DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods.

[BibT_eX]

[DOI]

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

Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers.

[BibT_eX]

[DOI]

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

Integrating selection-based aspect sentiment and preference knowledge for social recommender systems.

[BibT_eX]

[DOI]

Yoke Yie Chen

Online Inf. Rev., 2020

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

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Learning-to-Learn Personalised Human Activity Recognition Models.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence XXXVII, 2020

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

[BibT_eX]

[DOI]

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

Locality Sensitive Batch Selection for Triplet Networks.

[BibT_eX]

[DOI]

Kyle Martin

Sadiq Sani

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

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

[BibT_eX]

[DOI]

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

Clood CBR: Towards Microservices Oriented Case-Based Reasoning.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Assessing the Clinicians' Pathway to Embed Artificial Intelligence for Assisted Diagnostics of Fracture Detection.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020

Evaluating the Transferability of Personalised Exercise Recognition Models.

[BibT_eX]

[DOI]

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

2019

MEx - Multi-modal Exercise Dataset.

[BibT_eX]

[DOI]

Dataset, October, 2019

MEx.

[BibT_eX]

[DOI]

Dataset, September, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Developing a Catalogue of Explainability Methods to Support Expert and Non-expert Users.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence XXXVI, 2019

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Kyle Martin

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

Evolving sensor systems.

[BibT_eX]

[DOI]

Chrisina Jayne

Evol. Syst., 2018

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

[BibT_eX]

[DOI]

Sadiq Sani

Proceedings of the SICSA Workshop on Reasoning, 2018

Informed Pair Selection for Self-paced Metric Learning in Siamese Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence XXXV, 2018

Risk Information Recommendation for Engineering Workers.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence XXXV, 2018

GramError: A Quality Metric for Machine Generated Songs.

[BibT_eX]

[DOI]

Craig Davies

Kyle Martin

Proceedings of the Artificial Intelligence XXXV, 2018

Context Extraction for Aspect-Based Sentiment Analytics: Combining Syntactic, Lexical and Sentiment Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence XXXV, 2018

Ontology Alignment Based on Word Embedding and Random Forest Classification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Matching networks for personalised human activity recognition.

[BibT_eX]

[DOI]

Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

Opinion Context Extraction for Aspect Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

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

[BibT_eX]

[DOI]

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

Personalised Human Activity Recognition Using Matching Networks.

[BibT_eX]

[DOI]

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

2017

Lexicon based feature extraction for emotion text classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2017

Lexicon Generation for Emotion Detection from Text.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2017

Effective Dependency Rule-based Aspect Extraction for Social Recommender Systems.

[BibT_eX]

[DOI]

Yoke Yie Chen

Proceedings of the 21st Pacific Asia Conference on Information Systems, 2017

Neural Induction of a Lexicon for Fast and Interpretable Stance Classification.

[BibT_eX]

[DOI]

Jérémie Clos

Proceedings of the Language, Data, and Knowledge - First International Conference, 2017

Learning Deep and Shallow Features for Human Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2017

Designing a Personalised Case-Based Recommender System for Mobile Self-Management of Diabetes During Exercise.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Knowledge Discovery in Healthcare Data Co-located with the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017

kNN Sampling for Personalised Human Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2017

Learning Deep Features for kNN-Based Human Activity Recognition.

[BibT_eX]

[DOI]

Sadiq Sani

Proceedings of ICCBR 2017 Workshops (CAW, 2017

A Convolutional Siamese Network for Developing Similarity Knowledge in the SelfBACK Dataset.

[BibT_eX]

[DOI]

Proceedings of ICCBR 2017 Workshops (CAW, 2017

Taxonomic Corpus-Based Concept Summary Generation for Document Annotation.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2017

Lexicon Induction for Interpretable Text Classification.

[BibT_eX]

[DOI]

Jérémie Clos

Proceedings of the Research and Advanced Technology for Digital Libraries, 2017

Predicting Emotional Reaction in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2017

2016

Contextual sentiment analysis for social media genres.

[BibT_eX]

[DOI]

Aminu Muhammad

Knowl. Based Syst., 2016

SELFBACK - Activity Recognition for Self-management of Low Back Pain.

[BibT_eX]

[DOI]

Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016

Emotion-Corpus Guided Lexicons for Sentiment Analysis on Twitter.

[BibT_eX]

[DOI]

Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016

2015

Context-Aware Sentiment Analysis of Social Media.

[BibT_eX]

[DOI]

Aminu Muhammad

Proceedings of the Advances in Social Media Analysis, 2015

Aspect Selection for Social Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2015

2014

Generating a Word-Emotion Lexicon from #Emotional Tweets.

[BibT_eX]

[DOI]

Proceedings of the Third Joint Conference on Lexical and Computational Semantics, 2014

Preference and Sentiment Guided Social Recommendations with Temporal Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Research and Development in Intelligent Systems XXXI, 2014

A Hybrid Sentiment Lexicon for Social Media Mining.

[BibT_eX]

[DOI]

Aminu Muhammad

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Supervised Semantic Indexing Using Sub-spacing.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2014

Sentiment and Preference Guided Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2014

2013

Sentiment Classification Using Supervised Sub-Spacing.

[BibT_eX]

[DOI]

Proceedings of the Research and Development in Intelligent Systems XXX, 2013

Domain-Based Lexicon Enhancement for Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the BCS SGAI Workshop on Social Media Analysis 2013 co-located with 33rd Annual International Conference of the British Computer Society's Specialist Group on Artificial Intelligence (BCS SGAI 2013), 2013

Contextual Sentiment Analysis in Social Media Using High-Coverage Lexicon.

[BibT_eX]

[DOI]

Proceedings of the Research and Development in Intelligent Systems XXX, 2013

Combining Visual and Textual Systems within the Context of User Feedback.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Should Term-Relatedness Be Used in Text Representation?

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2013

2012

Event Extraction for Reasoning with Text.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2012

Two-part segmentation of text documents.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Improving Content-Based Image Retrieval by Identifying Least and Most Correlated Visual Words.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2012

Enhancing Music Information Retrieval by Incorporating Image-Based Local Features.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2012

2011

Integrating case-based reasoning with an electronic patient record system.

[BibT_eX]

[DOI]

Martijn van den Branden

Dean Burton

Artif. Intell. Medicine, 2011

Term Similarity and Weighting Framework for Text Representation.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2011

Selective Integration of Background Knowledge in TCBR Systems.

[BibT_eX]

[DOI]

Anil Patelia

Sutanu Chakraborti

Proceedings of the Case-Based Reasoning Research and Development, 2011

2010

Taxonomic Semantic Indexing for Textual Case-Based Reasoning.

[BibT_eX]

[DOI]

Juan A. Recio-García

Proceedings of the Case-Based Reasoning. Research and Development, 2010

Applying Machine Translation Evaluation Techniques to Textual CBR.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning. Research and Development, 2010

Learning to Author Text with textual CBR.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

Novel local features with hybrid sampling technique for image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Case Retrieval Reuse Net (CR2N): An Architecture for Reuse of Textual Solutions.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2009

2008

Evaluation Measures for TCBR Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

k-NN Aggregation with a Stacked Email Representation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

Visualizing and Evaluating Complexity of Textual Case Bases.

[BibT_eX]

[DOI]

Sutanu Chakraborti

Ulises Cerviño Beresi

Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

RaGoÛt: An Arpeggio of Tastes.

[BibT_eX]

Proceedings of the ECCBR 2008, 2008

2007

Using computer aided case based reasoning to support clinical reasoning in community occupational therapy.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2007

The Robert Gordon University at the Opinion Retrieval Task of the 2007 TREC Blog Track.

[BibT_eX]

[DOI]

Rahman Mukras

Proceedings of The Sixteenth Text REtrieval Conference, 2007

Selecting Bi-Tags for Sentiment Analysis of Text.

[BibT_eX]

[DOI]

Rahman Mukras

Proceedings of the Research and Development in Intelligent Systems XXIV, 2007

Automatically Acquiring Structured Case Representations: The SMART Way.

[BibT_eX]

[DOI]

Proceedings of the Applications and Innovations in Intelligent Systems XV, 2007

Supervised Latent Semantic Indexing Using Adaptive Sprinkling.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

From Anomaly Reports to Cases.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2007

When Similar Problems Don't Have Similar Solutions.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2007

Acquiring Word Similarities with Higher Order Association Mining.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2007

Case Authoring: From Textual Reports to Knowledge-Rich Cases.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2007

Informed Case Base Maintenance: A Complexity Profiling Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Learning adaptation knowledge to improve case-based reasoning.

[BibT_eX]

[DOI]

Ray Rowe

Artif. Intell., 2006

Unsupervised Feature Selection for Text Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006

Complexity Profiling for Informed Case-Base Editing.

[BibT_eX]

[DOI]

Marco Antonio Gómez-Martín

Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006

Fast Case Retrieval Nets for Textual Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006

Sprinkling: Supervised Latent Semantic Indexing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2006

2005

A Propositional Approach to Textual Case Indexing.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Textual Feature Construction from Keywords.

[BibT_eX]

Proceedings of the 6th International Conference on Case-Based Reasoning, 2005

Extending jCOLIBRI for Textual CBR.

[BibT_eX]

[DOI]

Juan A. Recio-García

Belén Díaz-Agudo

Proceedings of the Case-Based Reasoning, 2005

Complexity-Guided Case Discovery for Case Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2005

2004

Case-based reasoning for matching technology to people's needs.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2004

The Robert Gordon University's HARD Track Experiments at TREC 2004.

[BibT_eX]

[DOI]

Dietrich Wettschereck

Proceedings of the Thirteenth Text REtrieval Conference, 2004

A Visualisation Tool to Explain Case-Base Reasoning Solutions for Tablet Formulation.

[BibT_eX]

[DOI]

Proceedings of the Applications and Innovations in Intelligent Systems XII, 2004

Feature Selection and Generalisation for Retrieval of Textual Cases.

[BibT_eX]

[DOI]

Ivan Koychev

Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

2003

CBR for SmartHouse Technology.

[BibT_eX]

[DOI]

Proceedings of the Applications and Innovations in Intelligent Systems XI, 2003

Index Driven Selective Sampling for CBR.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2003

2002

Learning to Adapt for Case-Based Design.

[BibT_eX]

[DOI]

Nirmalie Chandrika Wiratunga

Ray Rowe

Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

2000

Informed selection and use of training examples for knowledge refinement.

[BibT_eX]

[DOI]

PhD thesis, 2000

Validation and verification of knowledge-based systems: report on EUROVAV99.

[BibT_eX]

[DOI]

Frans Coenen

Trevor J. M. Bench-Capon

Robin Boswell

Juliette Dibie-Barthélemy

Knowl. Eng. Rev., 2000

Informed Selection of Training Examples for Knowledge Refinement.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Acquisition, 2000

1999

Incorporating Backtracking Search with Knowledge Refinement.

[BibT_eX]

Proceedings of the Validation and Verification of Knowledge Based Systems, 1999

1998

Case-Based Design for Tablet Formulation.

[BibT_eX]

[DOI]