| 2025 | AIME | Three-Dimensional Latent Diffusion Model for Weakly-Supervised Brain Tumour Segmentation. | Nico Lsch, Daniel R. Catchpoole, Paul J. Kennedy |
| 2025 | PRICAI | MediVerse: AI-Powered Interactive Voice-Driven Virtual Reality for Health Data Analytics. | Rani Adam, Daniel R. Catchpoole, Simeon J. Simoff, Zhonglin Jolin Qu, Paul J. Kennedy, Quang Vinh Nguyen |
| 2023 | IJCNN | An Unsupervised Hierarchical Clustering Approach to Improve Hopfield Retrieval Accuracy. | Matthew Lai, Longbing Cao, Haiyan Lu, Quang Ha, Li Li, Md. Jahangir Hossain, Paul J. Kennedy |
| 2023 | LAK | "That Student Should be a Lion Tamer!" StressViz: Designing a Stress Analytics Dashboard for Teachers. | Riordan Dervin Alfredo, Lanbing Nie, Paul J. Kennedy, Tamara Power, Carolyn Hayes, Hui Chen, Carolyn McGregor, Zachari Swiecki, Dragan Gasevic, Roberto Martnez Maldonado |
| 2022 | AusDM | Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations. | Zhonglin Jolin Qu, Yezihalem Tegegne, Simeon J. Simoff, Paul J. Kennedy, Daniel R. Catchpoole, Quang Vinh Nguyen |
| 2021 | EDOC | Transfer learning approaches to recognize X-ray Covid-19 images. | Hieu Vu Tran, Anh Tuan Ngo, Paul J. Kennedy |
| 2020 | ECAI | Region Proposal Network for Lung Nodule Detection and Segmentation. | Mohammad Hesam Hesamian, Wenjing Jia, Sean He, Paul J. Kennedy |
| 2020 | ICONIP | Classification of Neuroblastoma Histopathological Images Using Machine Learning. | Adhish Panta, Matloob Khushi, Usman Naseem, Paul J. Kennedy, Daniel R. Catchpoole |
| 2019 | AINA | Queue Formation Augmented with Particle Swarm Optimisation to Improve Waiting Time in Airport Security Screening. | Mohamad Naji, Ahmed Al-Ani, Ali Braytee, Ali Anaissi, Paul J. Kennedy |
| 2019 | IC3K | Chemical Named Entity Recognition with Deep Contextualized Neural Embeddings. | Zainab Awan, Tim Kahlke, Peter J. Ralph, Paul J. Kennedy |
| 2019 | IC3K | The Effect of In-Domain Word Embeddings for Chemical Named Entity Recognition. | Zainab Awan, Tim Kahlke, Peter J. Ralph, Paul J. Kennedy |
| 2019 | ICASSP | Atrous Convolution for Binary Semantic Segmentation of Lung Nodule. | Mohammad Hesam Hesamian, Wenjing Jia, Xiangjian He, Paul J. Kennedy |
| 2019 | IV | Two-Dimensional Immersive Cohort Analysis Supporting Personalised Medical Treatment. | Andrew S. Brunker, Daniel R. Catchpoole, Paul J. Kennedy, Simeon Simoff, Quang Vinh Nguyen |
| 2018 | ICONIP | Sparse Feature Learning Using Ensemble Model for Highly-Correlated High-Dimensional Data. | Ali Braytee, Ali Anaissi, Paul J. Kennedy |
| 2018 | IJCNN | Variance-based Feature Selection for Classification of Cancer Subtypes Using Gene Expression Data. | Aedan G. K. Roberts, Daniel R. Catchpoole, Paul J. Kennedy |
| 2017 | AusDM | Patched Completed Local Binary Pattern is an Effective Method for Neuroblastoma Histological Image Classification. | Soheila Gheisari, Daniel R. Catchpoole, Amanda Charlton, Paul J. Kennedy |
| 2017 | CIKM | Multi-Label Feature Selection using Correlation Information. | Ali Braytee, Wei Liu, Daniel R. Catchpoole, Paul J. Kennedy |
| 2017 | IJCNN | Supervised context-aware non-negative matrix factorization to handle high-dimensional high-correlated imbalanced biomedical data. | Ali Braytee, Wei Liu, Paul J. Kennedy |
| 2017 | IJCNN | Relational autoencoder for feature extraction. | Qinxue Meng, Daniel R. Catchpoole, David Skillicom, Paul J. Kennedy |
| 2017 | IJCNN | Dynamic island model based on spectral clustering in genetic algorithm. | Qinxue Meng, Jia Wu, John T. Ellis, Paul J. Kennedy |
| 2016 | CIKM | Balanced Supervised Non-Negative Matrix Factorization for Childhood Leukaemia Patients. | Ali Braytee, Daniel R. Catchpoole, Paul J. Kennedy, Wei Liu |
| 2016 | ICONIP | A Cost-Sensitive Learning Strategy for Feature Extraction from Imbalanced Data. | Ali Braytee, Wei Liu, Paul J. Kennedy |
| 2016 | IJCNN | Training deep neural networks on imbalanced data sets. | Shoujin Wang, Wei Liu, Jia Wu, Longbing Cao, Qinxue Meng, Paul J. Kennedy |
| 2015 | AusDM | Link Prediction and Topological Feature Importance in Social Networks. | Stephen A. Curiskis, Thomas R. Osborn, Paul J. Kennedy |
| 2015 | ICMLA | ABC-sampling for Balancing Imbalanced Datasets Based on Artificial Bee Colony Algorithm. | Ali Braytee, Farookh Khadeer Hussain, Ali Anaissi, Paul J. Kennedy |
| 2015 | ICONIP | A Review and Comparison of Service E-Contract Architecture Metamodels. | Ali Braytee, Asif Qumer Gill, Paul J. Kennedy, Farookh Khadeer Hussain |
| 2013 | AIME | Segmenting Neuroblastoma Tumor Images and Splitting Overlapping Cells Using Shortest Paths between Cell Contour Convex Regions. | Siamak Tafavogh, Karla Felix Navarro, Daniel R. Catchpoole, Paul J. Kennedy |
| 2013 | CIKM | Discovering influential authors in heterogeneous academic networks by a co-ranking method. | Qinxue Meng, Paul J. Kennedy |
| 2013 | PAKDD | NARGES: Prediction Model for Informed Routing in a Communications Network. | Hooman Homayounfard, Paul J. Kennedy, Robin Braun |
| 2012 | AusDM | Functional Visualisation of Genes using Singular Value. | Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole |
| 2012 | AusDM | Using network evolution theory and singular value decomposition method to improve accuracy of link prediction in social networks. | Qinxue Meng, Paul J. Kennedy |
| 2012 | IJCNN | Determining cellularity status of tumors based on histopathology using hybrid image segmentation. | Siamak Tafavogh, Paul J. Kennedy, Daniel R. Catchpoole |
| 2011 | AusDM | Understanding risk factors in cardiac rehabilitation patients with random forests and decision trees. | Alina Van, Valrie Gay, Paul J. Kennedy, Edward Barin, Peter Leijdekkers |
| 2011 | SAC | HMXT-GP: an information-theoretic approach to genetic programming that maintains diversity. | Henry Santosa, John Milton, Paul J. Kennedy |
| 2011 | SNPD | Feature Selection of Imbalanced Gene Expression Microarray Data. | Ali Anaissi, Paul J. Kennedy, Madhu Goyal |
| 2010 | GECCO | Entropy profiles of ranked and random populations. | John Milton, Paul J. Kennedy |
| 2009 | AusDM | HDAX: Historical Symbolic Modelling of Delay Time Series in a Communications Network. | Hooman Homayounfard, Paul J. Kennedy |
| 2008 | AusDM | Comparison of Visualization Methods of Genome-wide SNP Profiles in Childhood Acute Lymphoblastic Leukaemia. | Ahmad A. Al-Oqaily, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff |
| 2008 | AusDM | Kernel-based Visualisation of Genes with the Gene Ontology. | Hamid Ghous, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff |
| 2006 | AusDM | Using a Kernel-Based Approach to Visualize Integrated Chronic Fatigue Syndrome Datasets. | Ahmad A. Al-Oqaily, Paul J. Kennedy |
| 2006 | AusDM | Investigating the Size and Value Effect in Determining Performance of Australian Listed Companies: A Neural Network Approach. | Justin Luu, Paul J. Kennedy |
| 2006 | PPSN | Robust Simulation of Lamprey Tracking. | Matthew Beauregard, Paul J. Kennedy |
| 2004 | PAKDD | Extracting and Explaining Biological Knowledge in Microarray Data. | Paul J. Kennedy, Simeon J. Simoff, David B. Skillicorn, Daniel R. Catchpoole |