Paul J. Kennedy

90 papers A 5B 10C 4Misc 20Journal 29Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Emerging Clinician Readiness for Data Analysis in Augmented Era. BIOSTEC (3) Neha Sundar Naik, Zhonglin Jolin Qu, Quang Vinh Nguyen, Simeon Simoff, Paul J. Kennedy, Daniel R. Catchpoole
2025	—	`conf`	Hierarchical Global-To-Local Feature Selection Architecture for HDLSS Datasets: A Computational Framework for Personalised Medicine in Oncology. HIKM Mostafa Mohiuddin Jalal, Paul J. Kennedy, Daniel Robin Catchpoole
2025	J	`jnl`	Lossless Compression with Trie-Based Shared Dictionary for Omics Data in Edge-Cloud Frameworks. J. Sens. Actuator Networks Rani Adam, Daniel R. Catchpoole, Simeon J. Simoff, Zhonglin Jolin Qu, Paul J. Kennedy, Quang Vinh Nguyen
2025	—	`conf`	Three-Dimensional Latent Diffusion Model for Weakly-Supervised Brain Tumour Segmentation. AIME (1) Nico Lösch, Daniel R. Catchpoole, Paul J. Kennedy
2023	A	`conf`	"That Student Should be a Lion Tamer!" StressViz: Designing a Stress Analytics Dashboard for Teachers. LAK Riordan Dervin Alfredo, Lanbing Nie, Paul J. Kennedy, Tamara Power, Carolyn Hayes, Hui Chen, Carolyn McGregor, Zachari Swiecki, Dragan Gasevic, Roberto Martínez Maldonado
2023	B	`conf`	An Unsupervised Hierarchical Clustering Approach to Improve Hopfield Retrieval Accuracy. IJCNN Matthew Lai, Longbing Cao, Haiyan Lu, Quang Ha, Li Li, Md. Jahangir Hossain, Paul J. Kennedy
2023	J	`jnl`	Bi-Encoders based Species Normalization - Pairwise Sentence Learning to Rank. CoRR Zainab Awan, Tim Kahlke, Peter J. Ralph, Paul J. Kennedy
2023	—	`conf`	Detecting Stress from Multivariate Time Series Data Using Topological Data Analysis. AI (1) Hieu Vu Tran, Carolyn McGregor, Paul J. Kennedy
2023	—	`conf`	IR-ER- A Hybrid Pipeline for Classifying COVID-19 RNA Seq Data. ACSW Girija Rani Karetla, Daniel R. Catchpoole, Paul J. Kennedy, Simeon Simoff, Quang Vinh Nguyen
2023	J	`jnl`	Inferring Actual Treatment Pathways from Patient Records. CoRR Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023	J	`jnl`	Inferring actual treatment pathways from patient records. J. Biomed. Informatics Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023	J	`jnl`	Machine Learning for Administrative Health Records: A Systematic Review of Techniques and Applications. CoRR Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023	J	`jnl`	Machine learning for administrative health records: A systematic review of techniques and applications. Artif. Intell. Medicine Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023	J	`jnl`	Understanding cancer patient cohorts in virtual reality environment for better clinical decisions: a usability study. BMC Medical Informatics Decis. Mak. Zhonglin Jolin Qu, Quang Vinh Nguyen, Chng Wei Lau, Andrew Johnston, Paul J. Kennedy, Simeon Simoff, Daniel R. Catchpoole
2022	Misc	`conf`	Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. AI Adrian Caruana, Madhushi Niluka Bandara, Daniel R. Catchpoole, Paul J. Kennedy
2022	Misc	`conf`	Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations. AusDM Zhonglin Jolin Qu, Yezihalem Tegegne, Simeon J. Simoff, Paul J. Kennedy, Daniel R. Catchpoole, Quang Vinh Nguyen
2022	J	`jnl`	Unsupervised Domain-Adaptation-Based Tensor Feature Learning With Structure Preservation. IEEE Trans. Artif. Intell. Ali Braytee, Mohamad Naji, Paul J. Kennedy
2021	J	`jnl`	Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. CoRR Adrian Caruana, Madhushi Niluka Bandara, Daniel R. Catchpoole, Paul J. Kennedy
2021	J	`jnl`	Feature prioritisation on big genomic data for analysing gene-gene interactions. Int. J. Bioinform. Res. Appl. Ahmad A. Al-Oqaily, Siamak Tafavogh, Bronwyn L. Harvey, Daniel R. Catchpoole, Paul J. Kennedy
2021	J	`jnl`	MCKAT: a multi-dimensional copy number variant kernel association test. BMC Bioinform. Nastaran Maus Esfahani, Daniel R. Catchpoole, Javed Khan, Paul J. Kennedy
2021	J	`jnl`	Synthetic CT images for semi-sequential detection and segmentation of lung nodules. Appl. Intell. Mohammad Hesam Hesamian, Wenjing Jia, Xiangjian He, Qingqing Wang, Paul J. Kennedy
2021	—	`conf`	Transfer learning approaches to recognize X-ray Covid-19 images. EDOC Workshops Hieu Vu Tran, Anh Tuan Ngo, Paul J. Kennedy
2020	J	`jnl`	An evaluation of document clustering and topic modelling in two online social networks: Twitter and Reddit. Inf. Process. Manag. Stephen A. Curiskis, Barry Drake, Thomas R. Osborn, Paul J. Kennedy
2020	—	`conf`	Classification of Neuroblastoma Histopathological Images Using Machine Learning. ICONIP (3) Adhish Panta, Matloob Khushi, Usman Naseem, Paul J. Kennedy, Daniel R. Catchpoole
2020	J	`jnl`	Design of airport security screening using queueing theory augmented with particle swarm optimisation. Serv. Oriented Comput. Appl. Mohamad Naji, Ali Braytee, Ahmed Al-Ani, Ali Anaissi, Madhu Goyal, Paul J. Kennedy
2020	J	`jnl`	Dual Implicit Mining-Based Latent Friend Recommendation. IEEE Trans. Syst. Man Cybern. Syst. Lin Cui, Jia Wu, Dechang Pi, Peng Zhang, Paul J. Kennedy
2020	—	`conf`	Region Proposal Network for Lung Nodule Detection and Segmentation. KDH@ECAI Mohammad Hesam Hesamian, Wenjing Jia, Sean He, Paul J. Kennedy
2019	Misc	`conf`	Atrous Convolution for Binary Semantic Segmentation of Lung Nodule. ICASSP Mohammad Hesam Hesamian, Wenjing Jia, Xiangjian He, Paul J. Kennedy
2019	—	`conf`	Chemical Named Entity Recognition with Deep Contextualized Neural Embeddings. KDIR Zainab Awan, Tim Kahlke, Peter J. Ralph, Paul J. Kennedy
2019	J	`jnl`	Correlated Multi-label Classification with Incomplete Label Space and Class Imbalance. ACM Trans. Intell. Syst. Technol. Ali Braytee, Wei Liu, Ali Anaissi, Paul J. Kennedy
2019	J	`jnl`	Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges. J. Digit. Imaging Mohammad Hesam Hesamian, Wenjing Jia, Xiangjian He, Paul J. Kennedy
2019	—	`conf`	Queue Formation Augmented with Particle Swarm Optimisation to Improve Waiting Time in Airport Security Screening. AINA Workshops Mohamad Naji, Ahmed Al-Ani, Ali Braytee, Ali Anaissi, Paul J. Kennedy
2019	C	`conf`	The Effect of In-Domain Word Embeddings for Chemical Named Entity Recognition. IC3K Zainab Awan, Tim Kahlke, Peter J. Ralph, Paul J. Kennedy
2019	—	`conf`	Two-Dimensional Immersive Cohort Analysis Supporting Personalised Medical Treatment. IV (2) Andrew S. Brunker, Daniel R. Catchpoole, Paul J. Kennedy, Simeon Simoff, Quang Vinh Nguyen
2018	J	`jnl`	Dynamic Island Model based on Spectral Clustering in Genetic Algorithm. CoRR Qinxue Meng, Jia Wu, John Ellisy, Paul J. Kennedy
2018	J	`jnl`	Relational Autoencoder for Feature Extraction. CoRR Qinxue Meng, Daniel R. Catchpoole, David B. Skillicorn, Paul J. Kennedy
2018	—	`conf`	Sparse Feature Learning Using Ensemble Model for Highly-Correlated High-Dimensional Data. ICONIP (3) Ali Braytee, Ali Anaissi, Paul J. Kennedy
2018	B	`conf`	Variance-based Feature Selection for Classification of Cancer Subtypes Using Gene Expression Data. IJCNN Aedan G. K. Roberts, Daniel R. Catchpoole, Paul J. Kennedy
2017	J	`jnl`	DBNorm: normalizing high-density oligonucleotide microarray data based on distributions. BMC Bioinform. Qinxue Meng, Daniel R. Catchpoole, David B. Skillicorn, Paul J. Kennedy
2017	B	`conf`	Dynamic island model based on spectral clustering in genetic algorithm. IJCNN Qinxue Meng, Jia Wu, John T. Ellis, Paul J. Kennedy
2017	A	`conf`	Multi-Label Feature Selection using Correlation Information. CIKM Ali Braytee, Wei Liu, Daniel R. Catchpoole, Paul J. Kennedy
2017	Misc	`conf`	Patched Completed Local Binary Pattern is an Effective Method for Neuroblastoma Histological Image Classification. AusDM Soheila Gheisari, Daniel R. Catchpoole, Amanda Charlton, Paul J. Kennedy
2017	B	`conf`	Relational autoencoder for feature extraction. IJCNN Qinxue Meng, Daniel R. Catchpoole, David Skillicom, Paul J. Kennedy
2017	B	`conf`	Supervised context-aware non-negative matrix factorization to handle high-dimensional high-correlated imbalanced biomedical data. IJCNN Ali Braytee, Wei Liu, Paul J. Kennedy
2016	—	`conf`	A Cost-Sensitive Learning Strategy for Feature Extraction from Imbalanced Data. ICONIP (3) Ali Braytee, Wei Liu, Paul J. Kennedy
2016	A	`conf`	Balanced Supervised Non-Negative Matrix Factorization for Childhood Leukaemia Patients. CIKM Ali Braytee, Daniel R. Catchpoole, Paul J. Kennedy, Wei Liu
2016	B	`conf`	Training deep neural networks on imbalanced data sets. IJCNN Shoujin Wang, Wei Liu, Jia Wu, Longbing Cao, Qinxue Meng, Paul J. Kennedy
2016	J	`jnl`	Visual Analytics of Complex Genomics Data to Guide Effective Treatment Decisions. J. Imaging Quang Vinh Nguyen, Nader Hasan Khalifa, Pat Alzamora, Andrew Gleeson, Daniel R. Catchpoole, Paul J. Kennedy, Simeon J. Simoff
2015	—	`conf`	A Review and Comparison of Service E-Contract Architecture Metamodels. ICONIP (4) Ali Braytee, Asif Qumer Gill, Paul J. Kennedy, Farookh Khadeer Hussain
2015	C	`conf`	ABC-sampling for Balancing Imbalanced Datasets Based on Artificial Bee Colony Algorithm. ICMLA Ali Braytee, Farookh Khadeer Hussain, Ali Anaissi, Paul J. Kennedy
2015	J	`jnl`	Comparing Functional Visualisations of Lists of Genes using Singular Value Decomposition. J. Res. Pract. Inf. Technol. Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole
2015	Misc	`conf`	Link Prediction and Topological Feature Importance in Social Networks. AusDM Stephen A. Curiskis, Thomas R. Osborn, Paul J. Kennedy
2014	J	`jnl`	Cellular quantitative analysis of neuroblastoma tumor and splitting overlapping cells. BMC Bioinform. Siamak Tafavogh, Daniel R. Catchpoole, Paul J. Kennedy
2014	—	`conf`	Community detection on heterogeneous networks by multiple semantic-path clustering. CASoN Qinxue Meng, Siamak Tafavogh, Paul J. Kennedy
2013	J	`jnl`	A balanced iterative random forest for gene selection from microarray data. BMC Bioinform. Ali Anaissi, Paul J. Kennedy, Madhu Goyal, Daniel R. Catchpoole
2013	J	`jnl`	A guide to Briefings Bioinform. Stephen J. Goodswen, Paul J. Kennedy, John T. Ellis
2013	J	`jnl`	A novel strategy for classifying the output from an in silico vaccine discovery pipeline for eukaryotic pathogens using machine learning algorithms. BMC Bioinform. Stephen J. Goodswen, Paul J. Kennedy, John T. Ellis
2013	A	`conf`	Discovering influential authors in heterogeneous academic networks by a co-ranking method. CIKM Qinxue Meng, Paul J. Kennedy
2013	—	`conf`	NARGES: Prediction Model for Informed Routing in a Communications Network. PAKDD (1) Hooman Homayounfard, Paul J. Kennedy, Robin Braun
2013	J	`jnl`	Non-parametric and integrated framework for segmenting and counting neuroblastic cells within neuroblastoma tumor images. Medical Biol. Eng. Comput. Siamak Tafavogh, Karla Felix Navarro, Daniel R. Catchpoole, Paul J. Kennedy
2013	B	`conf`	Segmenting Neuroblastoma Tumor Images and Splitting Overlapping Cells Using Shortest Paths between Cell Contour Convex Regions. AIME Siamak Tafavogh, Karla Felix Navarro, Daniel R. Catchpoole, Paul J. Kennedy
2012	B	`conf`	Determining cellularity status of tumors based on histopathology using hybrid image segmentation. IJCNN Siamak Tafavogh, Paul J. Kennedy, Daniel R. Catchpoole
2012	—	`conf`	Determining the Number of Clusters in Co-authorship Networks Using Social Network Theory. CGC Qinxue Meng, Paul J. Kennedy
2012	Misc	`conf`	Functional Visualisation of Genes using Singular Value. AusDM Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole
2012	Misc	`ed.`	Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, Australia, December 5-7, 2012 AusDM Yanchang Zhao, Jiuyong Li, Paul J. Kennedy, Peter Christen
2012	B	`conf`	Using Field of Research Codes to Discover Research Groups from Co-authorship Networks. ASONAM Qinxue Meng, Paul J. Kennedy
2012	Misc	`conf`	Using network evolution theory and singular value decomposition method to improve accuracy of link prediction in social networks. AusDM Qinxue Meng, Paul J. Kennedy
2011	C	`conf`	Feature Selection of Imbalanced Gene Expression Microarray Data. SNPD Ali Anaissi, Paul J. Kennedy, Madhu Goyal
2011	Misc	`conf`	HMXT-GP: an information-theoretic approach to genetic programming that maintains diversity. SAC Henry Santosa, John Milton, Paul J. Kennedy
2011	Misc	`ed.`	Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, Australia, December 2011 AusDM Peter Vamplew, Andrew Stranieri, Kok-Leong Ong, Peter Christen, Paul J. Kennedy
2011	Misc	`conf`	Understanding risk factors in cardiac rehabilitation patients with random forests and decision trees. AusDM Alina Van, Valérie Gay, Paul J. Kennedy, Edward Barin, Peter Leijdekkers
2010	—	`conf`	A framework for high dimensional data reduction in the microarray domain. BIC-TA Ali Anaissi, Paul J. Kennedy, Madhu Goyal
2010	—	`conf`	Entropy profiles of ranked and random populations. GECCO (Companion) John Milton, Paul J. Kennedy
2010	J	`jnl`	Static and Dynamic Selection Thresholds Governing the Accumulation of Information in Genetic Algorithms Using Ranked Populations. Evol. Comput. John Milton, Paul J. Kennedy
2009	Misc	`ed.`	Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, Australia, December 2009 AusDM Paul J. Kennedy, Kok-Leong Ong, Peter Christen
2009	Misc	`conf`	HDAX: Historical Symbolic Modelling of Delay Time Series in a Communications Network. AusDM Hooman Homayounfard, Paul J. Kennedy
2008	Misc	`conf`	Comparison of Visualization Methods of Genome-wide SNP Profiles in Childhood Acute Lymphoblastic Leukaemia. AusDM Ahmad A. Al-Oqaily, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff
2008	Misc	`ed.`	Data Mining and Analytics 2008, Proceedings of the Seventh Australasian Data Mining Conference (AusDM 2008). Glenelg/Adelaide, SA, Australia, 27-28 November 2008, Proceedings AusDM John F. Roddick, Jiuyong Li, Peter Christen, Paul J. Kennedy
2008	C	`conf`	Fuzzy logic based modelling and analysis of network traffic. CIT Abul Rahman, Paul J. Kennedy, Andy Simmonds, Jenny Edwards
2008	—	`ch.`	Integrative Visual Data Mining of Biomedical Data: Investigating Cases in Chronic Fatigue Syndrome and Acute Lymphoblastic Leukaemia. Visual Data Mining Paul J. Kennedy, Simeon J. Simoff, Daniel R. Catchpoole, David B. Skillicorn, Franco Ubaudi, Ahmad A. Al-Oqaily
2008	Misc	`conf`	Kernel-based Visualisation of Genes with the Gene Ontology. AusDM Hamid Ghous, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff
2007	Misc	`ed.`	Data Mining and Analytics 2007, Proceedings of the Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Queensland, Australia, December 3-4, 2007, Proceedings AusDM Peter Christen, Paul J. Kennedy, Jiuyong Li, Inna Kolyshkina, Graham J. Williams
2006	Misc	`ed.`	Data Mining and Analytics 2006, Proceedings of the Fifth Australasian Data Mining Conference (AusDM2006), Sydney, NSW, Australia, 29-30 November, 2006, Proceedings AusDM Peter Christen, Paul J. Kennedy, Jiuyong Li, Simeon J. Simoff, Graham J. Williams
2006	—	`conf`	Fast simulation of animal locomotion: lamprey swimming. IFIP PPAI Matthew Beauregard, Paul J. Kennedy, John K. Debenham
2006	Misc	`conf`	Investigating the Size and Value Effect in Determining Performance of Australian Listed Companies: A Neural Network Approach. AusDM Justin Luu, Paul J. Kennedy
2006	A	`conf`	Robust Simulation of Lamprey Tracking. PPSN Matthew Beauregard, Paul J. Kennedy
2006	Misc	`conf`	Using a Kernel-Based Approach to Visualize Integrated Chronic Fatigue Syndrome Datasets. AusDM Ahmad A. Al-Oqaily, Paul J. Kennedy
2005	—	`conf`	The Effect of Mutation on the Accumulation of Information in a Genetic Algorithm. Australian Conference on Artificial Intelligence John Milton, Paul J. Kennedy, Heather Mitchell
2004	B	`conf`	Extracting and Explaining Biological Knowledge in Microarray Data. PAKDD Paul J. Kennedy, Simeon J. Simoff, David B. Skillicorn, Daniel R. Catchpoole
2001	J	`jnl`	A Model of Gene Expression and Regulation in an Artificial Cellular Organism. Complex Syst. Paul J. Kennedy, Thomas R. Osborn