Paul J Kennedy

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D CatchpooleHead, Tumour Bank, The Children's Hospital at WestmeadVerified email at health.nsw.gov.au
John EllisEmeritus Professor, University of Technology SydneyVerified email at uts.edu.au
Meng QinxueUniversity of technology sydneyVerified email at uts.edu.au
Simeon SIMOFFWestern Sydney UniversityVerified email at westernsydney.edu.au
Ali BrayteeUniversity of Technology SydneyVerified email at uts.edu.au
Mohammad Hesam HesamianUniversity of Technology SydneyVerified email at uts.edu.au
Wenjing JiaUniversity of Technology SydneyVerified email at uts.edu.au
Xiangjian HeUNNCVerified email at nottingham.edu.cn
Ali AnaissiThe University of SydneyVerified email at sydney.edu.au
Wei LiuUniversity of Technology SydneyVerified email at uts.edu.au
David SkillicornProfessor, School of Computing, Queen's UniversityVerified email at cs.queensu.ca
Madhu GoyalUniversity of Technology,SydneyVerified email at uts.edu.au
Quang Vinh NguyenWestern Sydney UniversityVerified email at westernsydney.edu.au
Jia WuAssociate Professor, School of Computing, Macquarie University, Sydney, AustraliaVerified email at mq.edu.au
Soheila GheisariUniversity of Technology SydneyVerified email at itc-co.com
Longbing CaoDistinguished Chair Professor in AI & ARC Future Fellow (Level 3), Macquarie UniversityVerified email at mq.edu.au
Stephan CuriskisUniversity of Technology SydneyVerified email at student.uts.edu.au
Zhonglin QuSchool of Computer, Data and Mathematics Sciences, Western Sydney University, AustraliaVerified email at westernsydney.edu.au
Joel BarrattCenters for Disease Control and PreventionVerified email at uts.edu.au
Shoujin WangUniversity of Technology SydneyVerified email at uts.edu.au

Paul J Kennedy

Professor, School of Computer Science, University of Technology Sydney

Verified email at uts.edu.au - Homepage

Biomedical data analytics applied machine learning bioinformatics data mining social networks


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Deep learning techniques for medical image segmentation: achievements and challenges MH Hesamian, W Jia, X He, P Kennedy Journal of digital imaging 32, 582-596, 2019	1733	2019
Training Deep Neural Networks on Imbalanced Data Sets S Wang, W Liu, L Cao, Q Meng, PJ Kennedy 2016 International Joint Conference on Neural Networks (IJCNN), 4368-4374, 2016	590	2016
An evaluation of document clustering and topic modelling in two online social networks: Twitter and Reddit SA Curiskis, B Drake, TR Osborn, PJ Kennedy Information Processing & Management 57 (2), 102034, 2020	326	2020
Relational autoencoder for feature extraction Q Meng, D Catchpoole, D Skillicom, PJ Kennedy 2017 International Joint Conference on Neural Networks (IJCNN),, 364-371, 2017	296	2017
A review of the infection, genetics, and evolution of Neospora caninum: from the past to the present SJ Goodswen, PJ Kennedy, JT Ellis Infection, Genetics and Evolution 13, 133-150, 2013	218	2013
Long non-coding RNAs harboring miRNA seed regions are enriched in prostate cancer exosomes A Ahadi, S Brennan, PJ Kennedy, G Hutvagner, N Tran Science Reports 6, 2016	178	2016
Machine learning and applications in microbiology SJ Goodswen, JLN Barratt, PJ Kennedy, A Kaufer, L Calarco, JT Ellis FEMS microbiology reviews 45 (5), fuab015, 2021	150	2021
A combined convolutional and recurrent neural network for enhanced glaucoma detection S Gheisari, S Shariflou, J Phu, PJ Kennedy, A Agar, M Kalloniatis, ... Scientific reports 11 (1), 1945, 2021	120	2021
A balanced iterative random forest for gene selection from microarray data A Anaissi, PJ Kennedy, M Goyal, DR Catchpoole BMC Bioinformatics 14 (261), 2013	91	2013
Vacceed: a high-throughput in silico vaccine candidate discovery pipeline for eukaryotic pathogens based on reverse vaccinology SJ Goodswen, PJ Kennedy, JT Ellis Bioinformatics 30 (16), 2381-2383, 2014	68	2014
Multi-Label Feature Selection using Correlation Information A Braytee, W Liu, DR Catchpoole, PJ Kennedy 2017 ACM Conference on Information and Knowledge Management, 1649-1656, 2017	56	2017
Ensemble feature learning of genomic data using support vector machine A Anaissi, M Goyal, DR Catchpoole, A Braytee, PJ Kennedy PLoS ONE 11 (1), 2016	50	2016
Evaluating High-Throughput Ab Initio Gene Finders to Discover Proteins Encoded in Eukaryotic Pathogen Genomes Missed by Laboratory Techniques SJ Goodswen, PJ Kennedy, JT Ellis PLoS One 7 (11), e50609, 2012	45	2012
A novel strategy for classifying the output from an in silicovaccine discovery pipeline for eukaryotic pathogens using machine learning algorithms SJ Goodswen, PJ Kennedy, JT Ellis BMC bioinformatics 14, 1-13, 2013	42	2013
The curse of dimensionality: a blessing to personalized medicine D Catchpoole, P Kennedy, D Skillicorn, S Simoff Journal of Clinical Oncology, 2010	40	2010
A guide to in silico vaccine discovery for eukaryotic pathogens SJ Goodswen, PJ Kennedy, JT Ellis Briefings in bioinformatics 14 (6), 753-774, 2013	38	2013
Discovering a vaccine against neosporosis using computers: is it feasible? SJ Goodswen, PJ Kennedy, JT Ellis Trends in parasitology 30 (8), 401-411, 2014	37	2014
Dual implicit mining-based latent friend recommendation L Cui, J Wu, D Pi, P Zhang, P Kennedy IEEE transactions on systems, man, and cybernetics: systems 50 (5), 1663-1678, 2018	34	2018
A cost-sensitive learning strategy for feature extraction from imbalanced data A Braytee, W Liu, P Kennedy Neural Information Processing: 23rd International Conference, ICONIP 2016 …, 2016	32	2016
A guide to current methodology and usage of reverse vaccinology towards in silico vaccine discovery SJ Goodswen, PJ Kennedy, JT Ellis FEMS Microbiology Reviews 47 (2), fuad004, 2023	31	2023

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