Stewart Massie

According to our database, Stewart Massie authored at least 68 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimising for Dense Deployments in Commercial Ambient Human Sensing with WiFi CSI.

Glenn Forbes, Stewart Massie

Proceedings of the 30th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2024

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

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

2023

CBR Assisted Context-Aware Surface Realisation for Data-to-Text Generation.

Ashish Upadhyay, Stewart Massie

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

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

Kyle Martin, Ashish Upadhyay, Anjana Wijekoon, Nirmalie Wiratunga, Stewart Massie

Proceedings of the Computational Science - ICCS 2023, 2023

2022

A Case-Based Approach for Content Planning in Data-to-Text Generation.

Ashish Upadhyay, Stewart Massie

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

Content Type Profiling of Data-to-Text Generation Datasets.

Ashish Upadhyay, Stewart Massie

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Improving e-learning recommendation by using background knowledge.

Blessing Mbipom, Susan Craw, Stewart Massie

Expert Syst. J. Knowl. Eng., 2021

Emotion-aware polarity lexicons for Twitter sentiment analysis.

Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Deepak P

Expert Syst. J. Knowl. Eng., 2021

Motion Detection using CSI from Raspberry Pi 4.

Glenn Forbes, Stewart Massie, Susan Craw, Christopher Clare

CoRR, 2021

A Case-Based Approach to Data-to-Text Generation.

Ashish Upadhyay, Stewart Massie, Ritwik Kumar Singh, Garima Gupta, Muneendra Ojha

Proceedings of the Case-Based Reasoning Research and Development, 2021

2020

Fall prediction using behavioural modelling from sensor data in smart homes.

Glenn Forbes, Stewart Massie, Susan Craw

Artif. Intell. Rev., 2020

Representing Temporal Dependencies in Smart Home Activity Recognition for Health Monitoring.

Glenn Forbes, Stewart Massie, Susan Craw, Lucy Fraser, Graeme Hamilton

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

WiFi-based Human Activity Recognition using Raspberry Pi.

Glenn Forbes, Stewart Massie, Susan Craw

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Case-Based Approach to Automated Natural Language Generation for Obituaries.

Ashish Upadhyay, Stewart Massie, Sean Clogher

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

WEC: Weighted Ensemble of Text Classifiers.

Ashish Upadhyay, Tien Thanh Nguyen, Stewart Massie, John A. W. McCall

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Workshop preface.

Kyle Martin, Stelios Kapetanakis, Anjana Wijekoon, Kareem Amin, Stewart Massie

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

Representing Temporal Dependencies in Human Activity Recognition.

Glenn Forbes, Stewart Massie, Susan Craw, Lucy Fraser, Graeme Hamilton

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

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

Kyle Martin, Nirmalie Wiratunga, Stewart Massie, Jérémie Clos

Proceedings of the Artificial Intelligence XXXV, 2018

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

Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Rushi Luhar

Proceedings of the Artificial Intelligence XXXV, 2018

Ontology Alignment Based on Word Embedding and Random Forest Classification.

Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Stewart Massie, Kit-Ying Hui, Rachel Heaven

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

Matching networks for personalised human activity recognition.

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper

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

Monitoring Health In Smart Homes Using Simple Sensors.

Stewart Massie, Glenn Forbes, Susan Craw, Lucy Fraser, Graeme Hamilton

Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018

Opinion Context Extraction for Aspect Sentiment Analysis.

Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Rushi Luhar

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

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

Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Kay Cooper

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

Personalised Human Activity Recognition Using Matching Networks.

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper

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

FITsense: Employing Multi-modal Sensors in Smart Homes to Predict Falls.

Stewart Massie, Glenn Forbes, Susan Craw, Lucy Fraser, Graeme Hamilton

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

An E-Learning Recommender That Helps Learners Find the Right Materials.

Blessing Mbipom, Stewart Massie, Susan Craw

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Lexicon based feature extraction for emotion text classification.

Anil Bandhakavi, Nirmalie Wiratunga, Deepak Padmanabhan, Stewart Massie

Pattern Recognit. Lett., 2017

Lexicon Generation for Emotion Detection from Text.

Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Deepak Padmanabhan

IEEE Intell. Syst., 2017

Learning Deep and Shallow Features for Human Activity Recognition.

Sadiq Sani, Stewart Massie, Nirmalie Wiratunga, Kay Cooper

Proceedings of the Knowledge Science, Engineering and Management, 2017

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

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.

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper

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

Learning Deep Features for kNN-Based Human Activity Recognition.

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie

Proceedings of ICCBR 2017 Workshops (CAW, 2017

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

Kyle Martin, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Jérémie Clos

Proceedings of ICCBR 2017 Workshops (CAW, 2017

Taxonomic Corpus-Based Concept Summary Generation for Document Annotation.

Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Kit-Ying Hui, Rachel Heaven, Stewart Massie

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

2016

Case-base maintenance with multi-objective evolutionary algorithms.

Eduardo Lupiani, Stewart Massie, Susan Craw, Jose M. Juarez, José T. Palma

J. Intell. Inf. Syst., 2016

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

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper

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

Harnessing Background Knowledge for E-Learning Recommendation.

Blessing Mbipom, Susan Craw, Stewart Massie

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

Emotion-Corpus Guided Lexicons for Sentiment Analysis on Twitter.

Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, P. Deepak

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

2015

Learning pseudo-tags to augment sparse tagging in hybrid music recommender systems.

Ben Horsburgh, Susan Craw, Stewart Massie

Artif. Intell., 2015

Music Recommenders: User Evaluation Without Real Users?

Susan Craw, Ben Horsburgh, Stewart Massie

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Music Recommendation: Audio Neighbourhoods to Discover Music in the Long Tail.

Susan Craw, Ben Horsburgh, Stewart Massie

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

2014

Generating a Word-Emotion Lexicon from #Emotional Tweets.

Anil Bandhakavi, Nirmalie Wiratunga, Deepak P, Stewart Massie

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

Supervised Semantic Indexing Using Sub-spacing.

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian

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

2013

An application of a GA with Markov network surrogate to feature selection.

Alexander E. I. Brownlee, Olivier Regnier-Coudert, John A. W. McCall, Stewart Massie, Stefan Stulajter

Int. J. Syst. Sci., 2013

Sentiment Classification Using Supervised Sub-Spacing.

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian

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

Should Term-Relatedness Be Used in Text Representation?

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian

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

A Multi-Objective Evolutionary Algorithm Fitness Function for Case-Base Maintenance.

Eduardo Lupiani, Susan Craw, Stewart Massie, José M. Juárez, José T. Palma

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

2012

Event Extraction for Reasoning with Text.

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian

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

Music-Inspired Texture Representation.

Ben Horsburgh, Susan Craw, Stewart Massie

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Finding the Hidden Gems: Recommending Untagged Music.

Ben Horsburgh, Susan Craw, Stewart Massie, Robin Boswell

Proceedings of the IJCAI 2011, 2011

Plan Recommendation for Well Engineering.

Richard Thomson, Stewart Massie, Susan Craw, Hatem Ahriz, Ian Mills

Proceedings of the Modern Approaches in Applied Intelligence, 2011

Term Similarity and Weighting Framework for Text Representation.

Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian

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

2010

Introspective Knowledge Revision in Textual Case-Based Reasoning.

Karthik Jayanthi, Sutanu Chakraborti, Stewart Massie

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

Using a Markov network as a surrogate fitness function in a genetic algorithm.

Alexander E. I. Brownlee, Olivier Regnier-Coudert, John A. W. McCall, Stewart Massie

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2008

Evaluation Measures for TCBR Systems.

M. A. Raghunandan, Nirmalie Wiratunga, Sutanu Chakraborti, Stewart Massie, Deepak Khemani

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

k-NN Aggregation with a Stacked Email Representation.

Amandine Orecchioni, Nirmalie Wiratunga, Stewart Massie, Susan Craw

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

Visualizing and Evaluating Complexity of Textual Case Bases.

Sutanu Chakraborti, Ulises Cerviño Beresi, Nirmalie Wiratunga, Stewart Massie, Robert Lothian, Deepak Khemani

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

2007

From Anomaly Reports to Cases.

Stewart Massie, Nirmalie Wiratunga, Susan Craw, Alessandro Donati, Emmanuel Vicari

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

When Similar Problems Don't Have Similar Solutions.

Stewart Massie, Susan Craw, Nirmalie Wiratunga

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

Informed Case Base Maintenance: A Complexity Profiling Approach.

Susan Craw, Stewart Massie, Nirmalie Wiratunga

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

2006

Complexity modelling for case knowledge maintenance in case-based reasoning.

Stewart Massie

PhD thesis, 2006

Unsupervised Feature Selection for Text Data.

Nirmalie Wiratunga, Robert Lothian, Stewart Massie

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

Complexity Profiling for Informed Case-Base Editing.

Stewart Massie, Susan Craw, Nirmalie Wiratunga

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

2005

Complexity-Guided Case Discovery for Case Based Reasoning.

Stewart Massie, Susan Craw, Nirmalie Wiratunga

Proceedings of the Proceedings, 2005

2004

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

Stewart Massie, Susan Craw, Nirmalie Wiratunga

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

Feature Selection and Generalisation for Retrieval of Textual Cases.

Nirmalie Wiratunga, Ivan Koychev, Stewart Massie

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

2003

Index Driven Selective Sampling for CBR.

Nirmalie Wiratunga, Susan Craw, Stewart Massie

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