Paul J. Kennedy

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 43

Top Topics

Feature Selection

Medical Treatment

Imbalanced Data

Top Venues

Publications

Zhonglin Qu, Quang Vinh Nguyen, Chng Wei Lau, Andrew Johnston, Paul J. Kennedy, Simeon Simoff, Daniel R. Catchpoole
Understanding cancer patient cohorts in virtual reality environment for better clinical decisions: a usability study. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
Inferring Actual Treatment Pathways from Patient Records. CoRR (2023)
Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
Machine learning for administrative health records: A systematic review of techniques and applications. Artif. Intell. Medicine 144 (2023)
Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
Inferring actual treatment pathways from patient records. J. Biomed. Informatics 148 (2023)
Girija Rani Karetla, Daniel R. Catchpoole, Paul J. Kennedy, Simeon Simoff, Quang Vinh Nguyen
IR-ER- A Hybrid Pipeline for Classifying COVID-19 RNA Seq Data. ACSW (2023)
Matthew Lai, Longbing Cao, Haiyan Lu, Quang Ha, Li Li, Jahangir Hossain, Paul J. Kennedy
An Unsupervised Hierarchical Clustering Approach to Improve Hopfield Retrieval Accuracy. IJCNN (2023)
Zainab Awan, Tim Kahlke, Peter J. Ralph, Paul J. Kennedy
Bi-Encoders based Species Normalization - Pairwise Sentence Learning to Rank. CoRR (2023)
Hieu Vu Tran, Carolyn McGregor, Paul J. Kennedy
Detecting Stress from Multivariate Time Series Data Using Topological Data Analysis. AI (1) (2023)
Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
Machine Learning for Administrative Health Records: A Systematic Review of Techniques and Applications. CoRR (2023)
Zhonglin Qu, Yezihalem Tegegne, Simeon J. Simoff, Paul J. Kennedy, Daniel R. Catchpoole, Quang Vinh Nguyen
Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations. AusDM (2022)
Adrian Caruana, Madhushi Bandara, Daniel R. Catchpoole, Paul J. Kennedy
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. AI (2022)
Ali Braytee, Mohamad Naji, Paul J. Kennedy
Unsupervised Domain-Adaptation-Based Tensor Feature Learning With Structure Preservation. IEEE Trans. Artif. Intell. 3 (3) (2022)
Adrian Caruana, Madhushi Bandara, Daniel R. Catchpoole, Paul J. Kennedy
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. CoRR (2021)
Mohammad Hesam Hesamian, Wenjing Jia, Xiangjian He, Qingqing Wang, Paul J. Kennedy
Synthetic CT images for semi-sequential detection and segmentation of lung nodules. Appl. Intell. 51 (3) (2021)
Nastaran Maus Esfahani, Daniel R. Catchpoole, Javed Khan, Paul J. Kennedy
MCKAT: a multi-dimensional copy number variant kernel association test. BMC Bioinform. 22 (1) (2021)
Ahmad A. Al-Oqaily, Siamak Tafavogh, Bronwyn L. Harvey, Daniel R. Catchpoole, Paul J. Kennedy
Feature prioritisation on big genomic data for analysing gene-gene interactions. Int. J. Bioinform. Res. Appl. 17 (2) (2021)
Hieu Vu Tran, Anh Tuan Ngo, Paul J. Kennedy
Transfer learning approaches to recognize X-ray Covid-19 images. EDOC Workshops (2021)
Lin Cui, Jia Wu, Dechang Pi, Peng Zhang, Paul J. Kennedy
Dual Implicit Mining-Based Latent Friend Recommendation. IEEE Trans. Syst. Man Cybern. Syst. 50 (5) (2020)
Stephen A. Curiskis, Barry Drake, Thomas R. Osborn, Paul J. Kennedy
An evaluation of document clustering and topic modelling in two online social networks: Twitter and Reddit. Inf. Process. Manag. 57 (2) (2020)
Adhish Panta, Matloob Khushi, Usman Naseem, Paul J. Kennedy, Daniel R. Catchpoole
Classification of Neuroblastoma Histopathological Images Using Machine Learning. ICONIP (3) (2020)
Mohamad Naji, Ali Braytee, Ahmed Al-Ani, Ali Anaissi, Madhu Goyal, Paul J. Kennedy
Design of airport security screening using queueing theory augmented with particle swarm optimisation. Serv. Oriented Comput. Appl. 14 (2) (2020)
Mohammad Hesam Hesamian, Wenjing Jia, Sean He, Paul J. Kennedy
Region Proposal Network for Lung Nodule Detection and Segmentation. KDH@ECAI (2020)
Mohammad Hesam Hesamian, Wenjing Jia, Xiangjian He, Paul J. Kennedy
Atrous Convolution for Binary Semantic Segmentation of Lung Nodule. ICASSP (2019)
Zainab Awan, Tim Kahlke, Peter J. Ralph, Paul J. Kennedy
Chemical Named Entity Recognition with Deep Contextualized Neural Embeddings. KDIR (2019)
Ali Braytee, Wei Liu, Ali Anaissi, Paul J. Kennedy
Correlated Multi-label Classification with Incomplete Label Space and Class Imbalance. ACM Trans. Intell. Syst. Technol. 10 (5) (2019)
Zainab Awan, Tim Kahlke, Peter J. Ralph, Paul J. Kennedy
The Effect of In-Domain Word Embeddings for Chemical Named Entity Recognition. IC3K (2019)
Mohammad Hesam Hesamian, Wenjing Jia, Xiangjian He, Paul J. Kennedy
Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges. J. Digit. Imaging 32 (4) (2019)
Andrew S. Brunker, Daniel R. Catchpoole, Paul J. Kennedy, Simeon Simoff, Quang Vinh Nguyen
Two-Dimensional Immersive Cohort Analysis Supporting Personalised Medical Treatment. IV (2) (2019)
Mohamad Naji, Ahmed Al-Ani, Ali Braytee, Ali Anaissi, Paul J. Kennedy
Queue Formation Augmented with Particle Swarm Optimisation to Improve Waiting Time in Airport Security Screening. AINA Workshops (2019)
Ali Braytee, Ali Anaissi, Paul J. Kennedy
Sparse Feature Learning Using Ensemble Model for Highly-Correlated High-Dimensional Data. ICONIP (3) (2018)
Qinxue Meng, Jia Wu, John Ellisy, Paul J. Kennedy
Dynamic Island Model based on Spectral Clustering in Genetic Algorithm. CoRR (2018)
Aedan G. K. Roberts, Daniel R. Catchpoole, Paul J. Kennedy
Variance-based Feature Selection for Classification of Cancer Subtypes Using Gene Expression Data. IJCNN (2018)
Qinxue Meng, Daniel R. Catchpoole, David B. Skillicorn, Paul J. Kennedy
Relational Autoencoder for Feature Extraction. CoRR (2018)
Qinxue Meng, Daniel R. Catchpoole, David Skillicom, Paul J. Kennedy
Relational autoencoder for feature extraction. IJCNN (2017)
Qinxue Meng, Jia Wu, John T. Ellis, Paul J. Kennedy
Dynamic island model based on spectral clustering in genetic algorithm. IJCNN (2017)
Qinxue Meng, Daniel R. Catchpoole, David B. Skillicorn, Paul J. Kennedy
DBNorm: normalizing high-density oligonucleotide microarray data based on distributions. BMC Bioinform. 18 (1) (2017)
Soheila Gheisari, Daniel R. Catchpoole, Amanda Charlton, Paul J. Kennedy
Patched Completed Local Binary Pattern is an Effective Method for Neuroblastoma Histological Image Classification. AusDM (2017)
Ali Braytee, Wei Liu, Daniel R. Catchpoole, Paul J. Kennedy
Multi-Label Feature Selection using Correlation Information. CIKM (2017)
Ali Braytee, Wei Liu, Paul J. Kennedy
Supervised context-aware non-negative matrix factorization to handle high-dimensional high-correlated imbalanced biomedical data. IJCNN (2017)
Shoujin Wang, Wei Liu, Jia Wu, Longbing Cao, Qinxue Meng, Paul J. Kennedy
Training deep neural networks on imbalanced data sets. IJCNN (2016)
Ali Braytee, Wei Liu, Paul J. Kennedy
A Cost-Sensitive Learning Strategy for Feature Extraction from Imbalanced Data. ICONIP (3) (2016)
Quang Vinh Nguyen, Nader Hasan Khalifa, Pat Alzamora, Andrew Gleeson, Daniel R. Catchpoole, Paul J. Kennedy, Simeon J. Simoff
Visual Analytics of Complex Genomics Data to Guide Effective Treatment Decisions. J. Imaging 2 (4) (2016)
Ali Braytee, Daniel R. Catchpoole, Paul J. Kennedy, Wei Liu
Balanced Supervised Non-Negative Matrix Factorization for Childhood Leukaemia Patients. CIKM (2016)
Stephen A. Curiskis, Thomas R. Osborn, Paul J. Kennedy
Link Prediction and Topological Feature Importance in Social Networks. AusDM (2015)
Ali Braytee, Asif Qumer Gill, Paul J. Kennedy, Farookh Khadeer Hussain
A Review and Comparison of Service E-Contract Architecture Metamodels. ICONIP (4) (2015)
Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole
Comparing Functional Visualisations of Lists of Genes using Singular Value Decomposition. J. Res. Pract. Inf. Technol. 47 (1) (2015)
Ali Braytee, Farookh Khadeer Hussain, Ali Anaissi, Paul J. Kennedy
ABC-sampling for Balancing Imbalanced Datasets Based on Artificial Bee Colony Algorithm. ICMLA (2015)
Stephen J. Goodswen, Paul J. Kennedy, John T. Ellis
vaccine candidate discovery pipeline for eukaryotic pathogens based on reverse vaccinology. Bioinform. 30 (16) (2014)
Qinxue Meng, Siamak Tafavogh, Paul J. Kennedy
Community detection on heterogeneous networks by multiple semantic-path clustering. CASoN (2014)
Siamak Tafavogh, Daniel R. Catchpoole, Paul J. Kennedy
Cellular quantitative analysis of neuroblastoma tumor and splitting overlapping cells. BMC Bioinform. 15 (2014)
Qinxue Meng, Paul J. Kennedy
Discovering influential authors in heterogeneous academic networks by a co-ranking method. CIKM (2013)
Stephen J. Goodswen, Paul J. Kennedy, John T. Ellis
A novel strategy for classifying the output from an in silico vaccine discovery pipeline for eukaryotic pathogens using machine learning algorithms. BMC Bioinform. 14 (2013)
Stephen J. Goodswen, Paul J. Kennedy, John T. Ellis
vaccine discovery for eukaryotic pathogens. Briefings Bioinform. 14 (6) (2013)
Ali Anaissi, Paul J. Kennedy, Madhu Goyal, Daniel R. Catchpoole
A balanced iterative random forest for gene selection from microarray data. BMC Bioinform. 14 (2013)
Hooman Homayounfard, Paul J. Kennedy, Robin Braun
NARGES: Prediction Model for Informed Routing in a Communications Network. PAKDD (1) (2013)
Siamak Tafavogh, Karla Felix Navarro, Daniel R. Catchpoole, Paul J. Kennedy
Segmenting Neuroblastoma Tumor Images and Splitting Overlapping Cells Using Shortest Paths between Cell Contour Convex Regions. AIME (2013)
Siamak Tafavogh, Karla Felix Navarro, Daniel R. Catchpoole, Paul J. Kennedy
Non-parametric and integrated framework for segmenting and counting neuroblastic cells within neuroblastoma tumor images. Medical Biol. Eng. Comput. 51 (6) (2013)
Qinxue Meng, Paul J. Kennedy
Using Field of Research Codes to Discover Research Groups from Co-authorship Networks. ASONAM (2012)
Qinxue Meng, Paul J. Kennedy
Using network evolution theory and singular value decomposition method to improve accuracy of link prediction in social networks. AusDM (2012)
Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole
Functional Visualisation of Genes using Singular Value. AusDM (2012)
Qinxue Meng, Paul J. Kennedy
Determining the Number of Clusters in Co-authorship Networks Using Social Network Theory. CGC (2012)
Siamak Tafavogh, Paul J. Kennedy, Daniel R. Catchpoole
Determining cellularity status of tumors based on histopathology using hybrid image segmentation. IJCNN (2012)
Henry Santosa, John Milton, Paul J. Kennedy
HMXT-GP: an information-theoretic approach to genetic programming that maintains diversity. SAC (2011)
Alina Van, Valérie Gay, Paul J. Kennedy, Edward Barin, Peter Leijdekkers
Understanding risk factors in cardiac rehabilitation patients with random forests and decision trees. AusDM (2011)
Ali Anaissi, Paul J. Kennedy, Madhu Goyal
Feature Selection of Imbalanced Gene Expression Microarray Data. SNPD (2011)
Ali Anaissi, Paul J. Kennedy, Madhu Goyal
A framework for high dimensional data reduction in the microarray domain. BIC-TA (2010)
John Milton, Paul J. Kennedy
Static and Dynamic Selection Thresholds Governing the Accumulation of Information in Genetic Algorithms Using Ranked Populations. Evol. Comput. 18 (2) (2010)
John Milton, Paul J. Kennedy
Entropy profiles of ranked and random populations. GECCO (Companion) (2010)
Hooman Homayounfard, Paul J. Kennedy
HDAX: Historical Symbolic Modelling of Delay Time Series in a Communications Network. AusDM (2009)
Hamid Ghous, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff
Kernel-based Visualisation of Genes with the Gene Ontology. AusDM (2008)
Ahmad A. Al-Oqaily, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff
Comparison of Visualization Methods of Genome-wide SNP Profiles in Childhood Acute Lymphoblastic Leukaemia. AusDM (2008)
Abul Rahman, Paul J. Kennedy, Andy Simmonds, Jenny Edwards
Fuzzy logic based modelling and analysis of network traffic. CIT (2008)
Matthew Beauregard, Paul J. Kennedy, John K. Debenham
Fast simulation of animal locomotion: lamprey swimming. IFIP PPAI (2006)
Justin Luu, Paul J. Kennedy
Investigating the Size and Value Effect in Determining Performance of Australian Listed Companies: A Neural Network Approach. AusDM (2006)
Ahmad A. Al-Oqaily, Paul J. Kennedy
Using a Kernel-Based Approach to Visualize Integrated Chronic Fatigue Syndrome Datasets. AusDM (2006)
Matthew Beauregard, Paul J. Kennedy
Robust Simulation of Lamprey Tracking. PPSN (2006)
John Milton, Paul J. Kennedy, Heather Mitchell
The Effect of Mutation on the Accumulation of Information in a Genetic Algorithm. Australian Conference on Artificial Intelligence (2005)
Paul J. Kennedy, Simeon J. Simoff, David B. Skillicorn, Daniel R. Catchpoole
Extracting and Explaining Biological Knowledge in Microarray Data. PAKDD (2004)
Paul J. Kennedy, Thomas R. Osborn
A Model of Gene Expression and Regulation in an Artificial Cellular Organism. Complex Syst. 13 (1) (2001)