| 2025 | AusDM | FedMOAR: Multi-objective Adaptive Regularization for Fair and Efficient Federated Learning. | Mahmudul Hasan, Md Palash Uddin, Yong Xiang, John Yearwood, Longxiang Gao |
| 2025 | ICAART | Investigating User-Side Answer Errors and Large Language Model Awareness in Goal-Oriented Conversations. | Sara Mirabi, Bahadorreza Ofoghi, John Yearwood, Diego Moll Aliod |
| 2025 | ICAART | Investigating Answer Validation Using Noise Identification and Classification in Goal-Oriented Dialogues. | Sara Mirabi, Bahadorreza Ofoghi, John Yearwood, Diego Moll Aliod, Vicky H. Mak-Hau |
| 2024 | PAKDD | Aspect-Based Fake News Detection. | Ziwei Hou, Bahadorreza Ofoghi, Nayyar Zaidi, John Yearwood |
| 2023 | SIGITE | Adapting ICT Entrepreneurship and Innovation Education to a Changing World: A Case Study of Australian Universities. | Jianhua Li, Sophie McKenzie, John Yearwood |
| 2022 | ICONIP | Double Attention-Based Lightweight Network for Plant Pest Recognition. | Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood |
| 2021 | IJCNN | Boosting Emotion Recognition in Context using Non-target Subject Information. | Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood |
| 2020 | ICDE | Anchored Vertex Exploration for Community Engagement in Social Networks. | Taotao Cai, Jianxin Li, Nur Al Hasan Haldar, Ajmal Mian, John Yearwood, Timos Sellis |
| 2020 | ICDM | A mixed integer linear programming approach for soft graph clustering. | Vicky H. Mak-Hau, John Yearwood |
| 2019 | ICONIP | Deep Hybrid Spatiotemporal Networks for Continuous Pain Intensity Estimation. | Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood |
| 2019 | IJCNN | Emotion Intensity Estimation from Video Frames using Deep Hybrid Convolutional Neural Networks. | Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood |
| 2019 | PAKDD | Detecting Micro-expression Intensity Changes from Videos Based on Hybrid Deep CNN. | Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood |
| 2018 | GLOBECOM | Customized Data Sharing Scheme Based on Blockchain and Weighted Attribute. | Longxia Huang, Gongxuan Zhang, Shui Yu, Anmin Fu, John Yearwood |
| 2017 | WWW | Prediction of Population Health Indices from Social Media using Kernel-based Textual and Temporal Features. | Thin Nguyen, Duc Thanh Nguyen, Mark E. Larsen, Bridianne O'Dea, John Yearwood, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen |
| 2016 | WISE | Discriminative Cues for Different Stages of Smoking Cessation in Online Community. | Thin Nguyen, Ron Borland, John Yearwood, Hua-Hie Yong, Svetha Venkatesh, Dinh Q. Phung |
| 2014 | IIWAS | Analytics Service Oriented Architecture for Enterprise Information Systems. | Zhaohao Sun, Kenneth D. Strang, John Yearwood |
| 2012 | AusDM | Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based. | Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Jemal H. Abawajy, Herbert F. Jelinek |
| 2012 | CBMS | Empirical investigation of consensus clustering for large ECG data sets. | Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek |
| 2012 | PKAW | Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules. | Andrei V. Kelarev, Richard Dazeley, Andrew Stranieri, John Yearwood, Herbert F. Jelinek |
| 2011 | AusDM | A novel hybrid neural learning algorithm using simulated annealing and quasisecant method. | John Yearwood, Adil M. Bagirov, Sattar Seifollahi |
| 2011 | SNPD | A Reinforcement Learning Approach with Spline-Fit Object Tracking for AIBO Robot's High Level Decision Making. | Subhasis Mukherjee, Md. Shamsul Huda, John Yearwood |
| 2011 | SNPD | Reinforcement Learning Approach to AIBO Robot's Decision Making Process in Robosoccer's Goal Keeper Problem. | Subhasis Mukherjee, John Yearwood, Peter Vamplew, Md. Shamsul Huda |
| 2010 | ICDM | From Convex to Nonconvex: A Loss Function Analysis for Binary Classification. | Lei Zhao, Musa A. Mammadov, John Yearwood |
| 2010 | NSS | Cluster Based Rule Discovery Model for Enhancement of Government's Tobacco Control Strategy. | Md. Shamsul Huda, John Yearwood, Ron Borland |
| 2010 | NSS | Hybrid Wrapper-Filter Approaches for Input Feature Selection Using Maximum Relevance and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA). | Md. Shamsul Huda, John Yearwood, Andrew Stranieri |
| 2010 | NSS | Adaptive Clustering with Feature Ranking for DDoS Attacks Detection. | Lifang Zi, John Yearwood, Xinwen Wu |
| 2010 | PKAW | Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security. | Richard Dazeley, John Yearwood, Byeong Ho Kang, Andrei V. Kelarev |
| 2009 | AusDM | Applying Clustering and Ensemble Clustering Approaches to phishing Profiling. | John Yearwood, Dean Webb, Liping Ma, Peter Vamplew, Bahadorreza Ofoghi, Andrei V. Kelarev |
| 2008 | ADMA | AWSum - Data Mining for Insight. | Anthony Quinn, Andrew Stranieri, John Yearwood, Gaudenz Hafen |
| 2008 | ECIR | The Impact of Semantic Class Identification and Semantic Role Labeling on Natural Language Answer Extraction. | Bahadorreza Ofoghi, John Yearwood, Liping Ma |
| 2008 | ISPA | New Traceability Codes and Identification Algorithm for Tracing Pirates. | Xinwen Wu, Paul Andrew Watters, John Yearwood |
| 2007 | ADC | Opinion Search in Web Logs. | Deanna J. Osman, John Yearwood |
| 2007 | AusDM | Using Corpus Analysis to Inform Research into Opinion Detection in Blogs. | Deanna J. Osman, John Yearwood, Peter Vamplew |
| 2007 | AusDM | Classification for accuracy and insight: A weighted sum approach. | Anthony Quinn, Andrew Stranieri, John Yearwood |
| 2007 | IE | Dramatic flow in interactive 3D narrative. | Alyx Macfadyen, Andrew Stranieri, John Yearwood |
| 2005 | ICAIL | The Integration of Narrative and Argumentation for a Scenario based Learning Environment in Law. | Andrew Stranieri, John Yearwood |
| 2005 | ICITA | A Formal Description of Ontology Change in OWL. | John Avery, John Yearwood |
| 2005 | KES | Structured Reasoning to Support Deliberative Dialogue. | Alyx Macfadyen, Andrew Stranieri, John Yearwood |
| 2004 | ESANN | A Modular Framework for Multi category feature selection in Digital mammography. | Ranadhir Ghosh, Moumita Ghosh, John Yearwood |
| 2004 | FlAIRS | An Evolutionary Neural Learning Algorithm for Offline Cursive Handwriting Words with Hamming Neural Network Lexicon. | Ranadhir Ghosh, Moumita Ghosh, John Yearwood |
| 2003 | ICAIL | Visualizing Association Rules for feedback within the legal system. | Sasha Ivkovic, John Yearwood, Andrew Stranieri |
| 2001 | HIS | An Argumentation-Based Multi-Agent System for eTourism Dialogue. | John Avery, John Yearwood, Andrew Stranieri |
| 2001 | HIS | An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative. | Musa A. Mamedov, John Yearwood |
| 2001 | ICAIL | System development a la MODDE. | Tunde Meikle, John Yearwood |
| 2001 | ICAIL | Tools for placing legal decision support systems on the world wide web. | Andrew Stranieri, John Yearwood, John Zeleznikow |
| 1999 | ICAIL | The integration of retrieval, reasoning and drafting for refugee law: a third generation legal knowledge based system. | John Yearwood, Andrew Stranieri |