Stewart Massie

72 papers A* 6A 2B 7C 21Journal 10Unranked 24

Year	Rank	Type	Title / Venue / Authors
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	C	`conf`	CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering. ICCBR Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, Bruno Fleisch
2024	J	`jnl`	CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering. CoRR Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, Bruno Fleisch
2024	B	`conf`	Optimising for Dense Deployments in Commercial Ambient Human Sensing with WiFi CSI. RTCSA Glenn Forbes, Stewart Massie
2023	C	`conf`	CBR Assisted Context-Aware Surface Realisation for Data-to-Text Generation. ICCBR Ashish Upadhyay, Stewart Massie
2023	C	`ed.`	Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings ICCBR Stewart Massie, Sutanu Chakraborti
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
2022	C	`conf`	A Case-Based Approach for Content Planning in Data-to-Text Generation. ICCBR Ashish Upadhyay, Stewart Massie
2022	B	`conf`	Content Type Profiling of Data-to-Text Generation Datasets. COLING Ashish Upadhyay, Stewart Massie
2021	C	`conf`	A Case-Based Approach to Data-to-Text Generation. ICCBR Ashish Upadhyay, Stewart Massie, Ritwik Kumar Singh, Garima Gupta, Muneendra Ojha
2021	J	`jnl`	Emotion-aware polarity lexicons for Twitter sentiment analysis. Expert Syst. J. Knowl. Eng. Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Deepak P
2021	J	`jnl`	Improving e-learning recommendation by using background knowledge. Expert Syst. J. Knowl. Eng. Blessing Mbipom, Susan Craw, Stewart Massie
2021	J	`jnl`	Motion Detection using CSI from Raspberry Pi 4. CoRR Glenn Forbes, Stewart Massie, Susan Craw, Christopher Clare
2020	C	`conf`	Case-Based Approach to Automated Natural Language Generation for Obituaries. ICCBR Ashish Upadhyay, Stewart Massie, Sean Clogher
2020	J	`jnl`	Fall prediction using behavioural modelling from sensor data in smart homes. Artif. Intell. Rev. Glenn Forbes, Stewart Massie, Susan Craw
2020	B	`conf`	Representing Temporal Dependencies in Smart Home Activity Recognition for Health Monitoring. IJCNN Glenn Forbes, Stewart Massie, Susan Craw, Lucy Fraser, Graeme Hamilton
2020	B	`conf`	WEC: Weighted Ensemble of Text Classifiers. CEC Ashish Upadhyay, Tien Thanh Nguyen, Stewart Massie, John A. W. McCall
2020	B	`conf`	WiFi-based Human Activity Recognition using Raspberry Pi. ICTAI Glenn Forbes, Stewart Massie, Susan Craw
2019	—	`conf`	Representing Temporal Dependencies in Human Activity Recognition. ICCBR Workshops Glenn Forbes, Stewart Massie, Susan Craw, Lucy Fraser, Graeme Hamilton
2019	—	`conf`	Workshop preface. ICCBR Workshops Kyle Martin, Stelios Kapetanakis, Anjana Wijekoon, Kareem Amin, Stewart Massie
2018	A*	`conf`	An E-Learning Recommender That Helps Learners Find the Right Materials. AAAI Blessing Mbipom, Stewart Massie, Susan Craw
2018	—	`conf`	Context Extraction for Aspect-Based Sentiment Analytics: Combining Syntactic, Lexical and Sentiment Knowledge. SGAI Conf. Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Rushi Luhar
2018	C	`conf`	FITsense: Employing Multi-modal Sensors in Smart Homes to Predict Falls. ICCBR Stewart Massie, Glenn Forbes, Susan Craw, Lucy Fraser, Graeme Hamilton
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`	Informed Pair Selection for Self-paced Metric Learning in Siamese Neural Networks. SGAI Conf. Kyle Martin, Nirmalie Wiratunga, Stewart Massie, Jérémie Clos
2018	—	`conf`	Matching networks for personalised human activity recognition. AIH@IJCAI Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper
2018	—	`conf`	Monitoring Health In Smart Homes Using Simple Sensors. KDH@IJCAI Stewart Massie, Glenn Forbes, Susan Craw, Lucy Fraser, Graeme Hamilton
2018	—	`conf`	Ontology Alignment Based on Word Embedding and Random Forest Classification. ECML/PKDD (1) Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Stewart Massie, Kit-Ying Hui, Rachel Heaven
2018	A	`conf`	Opinion Context Extraction for Aspect Sentiment Analysis. ICWSM Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Rushi Luhar
2018	C	`conf`	Personalised Human Activity Recognition Using Matching Networks. ICCBR Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper
2017	—	`conf`	A Convolutional Siamese Network for Developing Similarity Knowledge in the SelfBACK Dataset. ICCBR (Workshops) Kyle Martin, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie, Jérémie Clos
2017	—	`conf`	Designing a Personalised Case-Based Recommender System for Mobile Self-Management of Diabetes During Exercise. KDH@IJCAI Yoke Yie Chen, Nirmalie Wiratunga, Stewart Massie, Jenny Hall, Kate Stephen, Amanda Croall, Jacky MacMillan, Lesley Murray, Geoff Wilcock, Sandra MacRury
2017	—	`conf`	Learning Deep Features for kNN-Based Human Activity Recognition. ICCBR (Workshops) Sadiq Sani, Nirmalie Wiratunga, Stewart Massie
2017	C	`conf`	Learning Deep and Shallow Features for Human Activity Recognition. KSEM Sadiq Sani, Stewart Massie, Nirmalie Wiratunga, Kay Cooper
2017	J	`jnl`	Lexicon Generation for Emotion Detection from Text. IEEE Intell. Syst. Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, Deepak Padmanabhan
2017	J	`jnl`	Lexicon based feature extraction for emotion text classification. Pattern Recognit. Lett. Anil Bandhakavi, Nirmalie Wiratunga, Deepak Padmanabhan, Stewart Massie
2017	—	`ed.`	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), Melbourne, Australia, August 20, 2017. KDH@IJCAI Zina M. Ibrahim, Honghan Wu, Kerstin Bach, Richard J. B. Dobson, Spiros C. Denaxas, Nirmalie Wiratunga, Stewart Massie, Sadiq Sani
2017	B	`conf`	Taxonomic Corpus-Based Concept Summary Generation for Document Annotation. TPDL Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Kit-Ying Hui, Rachel Heaven, Stewart Massie
2017	C	`conf`	kNN Sampling for Personalised Human Activity Recognition. ICCBR Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper
2016	J	`jnl`	Case-base maintenance with multi-objective evolutionary algorithms. J. Intell. Inf. Syst. Eduardo Lupiani, Stewart Massie, Susan Craw, Jose M. Juarez, José T. Palma
2016	—	`conf`	Emotion-Corpus Guided Lexicons for Sentiment Analysis on Twitter. SGAI Conf. Anil Bandhakavi, Nirmalie Wiratunga, Stewart Massie, P. Deepak
2016	—	`conf`	Harnessing Background Knowledge for E-Learning Recommendation. SGAI Conf. Blessing Mbipom, Susan Craw, Stewart Massie
2016	—	`conf`	SELFBACK - Activity Recognition for Self-management of Low Back Pain. SGAI Conf. Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper
2015	J	`jnl`	Learning pseudo-tags to augment sparse tagging in hybrid music recommender systems. Artif. Intell. Ben Horsburgh, Susan Craw, Stewart Massie
2015	C	`conf`	Music Recommendation: Audio Neighbourhoods to Discover Music in the Long Tail. ICCBR Susan Craw, Ben Horsburgh, Stewart Massie
2015	A*	`conf`	Music Recommenders: User Evaluation Without Real Users? IJCAI Susan Craw, Ben Horsburgh, Stewart Massie
2014	—	`conf`	Generating a Word-Emotion Lexicon from #Emotional Tweets. *SEM@COLING Anil Bandhakavi, Nirmalie Wiratunga, Deepak P, Stewart Massie
2014	C	`conf`	Supervised Semantic Indexing Using Sub-spacing. ICCBR Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
2013	C	`conf`	A Multi-Objective Evolutionary Algorithm Fitness Function for Case-Base Maintenance. ICCBR Eduardo Lupiani, Susan Craw, Stewart Massie, José M. Juárez, José T. Palma
2013	J	`jnl`	An application of a GA with Markov network surrogate to feature selection. Int. J. Syst. Sci. Alexander E. I. Brownlee, Olivier Regnier-Coudert, John A. W. McCall, Stewart Massie, Stefan Stulajter
2013	—	`conf`	Sentiment Classification Using Supervised Sub-Spacing. SGAI Conf. Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
2013	C	`conf`	Should Term-Relatedness Be Used in Text Representation? ICCBR Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
2012	C	`conf`	Event Extraction for Reasoning with Text. ICCBR Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
2012	A*	`conf`	Music-Inspired Texture Representation. AAAI Ben Horsburgh, Susan Craw, Stewart Massie
2011	A*	`conf`	Finding the Hidden Gems: Recommending Untagged Music. IJCAI Ben Horsburgh, Susan Craw, Stewart Massie, Robin Boswell
2011	—	`conf`	Plan Recommendation for Well Engineering. IEA/AIE (2) Richard Thomson, Stewart Massie, Susan Craw, Hatem Ahriz, Ian Mills
2011	C	`conf`	Term Similarity and Weighting Framework for Text Representation. ICCBR Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
2010	C	`conf`	Introspective Knowledge Revision in Textual Case-Based Reasoning. ICCBR Karthik Jayanthi, Sutanu Chakraborti, Stewart Massie
2010	B	`conf`	Using a Markov network as a surrogate fitness function in a genetic algorithm. IEEE Congress on Evolutionary Computation Alexander E. I. Brownlee, Olivier Regnier-Coudert, John A. W. McCall, Stewart Massie
2008	—	`conf`	Evaluation Measures for TCBR Systems. ECCBR M. A. Raghunandan, Nirmalie Wiratunga, Sutanu Chakraborti, Stewart Massie, Deepak Khemani
2008	—	`conf`	Visualizing and Evaluating Complexity of Textual Case Bases. ECCBR Sutanu Chakraborti, Ulises Cerviño Beresi, Nirmalie Wiratunga, Stewart Massie, Robert Lothian, Deepak Khemani
2008	—	`conf`	k-NN Aggregation with a Stacked Email Representation. ECCBR Amandine Orecchioni, Nirmalie Wiratunga, Stewart Massie, Susan Craw
2007	C	`conf`	From Anomaly Reports to Cases. ICCBR Stewart Massie, Nirmalie Wiratunga, Susan Craw, Alessandro Donati, Emmanuel Vicari
2007	A*	`conf`	Informed Case Base Maintenance: A Complexity Profiling Approach. AAAI Susan Craw, Stewart Massie, Nirmalie Wiratunga
2007	C	`conf`	When Similar Problems Don't Have Similar Solutions. ICCBR Stewart Massie, Susan Craw, Nirmalie Wiratunga
2006	—	`conf`	Complexity Profiling for Informed Case-Base Editing. ECCBR Stewart Massie, Susan Craw, Nirmalie Wiratunga
2006	—	`—`	Complexity modelling for case knowledge maintenance in case-based reasoning. Stewart Massie
2006	—	`conf`	Unsupervised Feature Selection for Text Data. ECCBR Nirmalie Wiratunga, Robert Lothian, Stewart Massie
2005	A*	`conf`	Complexity-Guided Case Discovery for Case Based Reasoning. AAAI Stewart Massie, Susan Craw, Nirmalie Wiratunga
2004	—	`conf`	A Visualisation Tool to Explain Case-Base Reasoning Solutions for Tablet Formulation. SGAI Conf. (Applications) Stewart Massie, Susan Craw, Nirmalie Wiratunga
2004	—	`conf`	Feature Selection and Generalisation for Retrieval of Textual Cases. ECCBR Nirmalie Wiratunga, Ivan Koychev, Stewart Massie
2003	C	`conf`	Index Driven Selective Sampling for CBR. ICCBR Nirmalie Wiratunga, Susan Craw, Stewart Massie