Adam Kowalczyk

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Izhak HavivCSO, AID Genomics LTDVerified email at aidgenomics.com
Justin BedoThe Walter and Eliza Hall InstituteVerified email at cua0.org
Geoff MacintyreComputational Oncology Group Leader, CNIO, Madrid, SpainVerified email at cnio.es
Alex SmolaAmazon Web ServicesVerified email at smola.org
Gad AbrahamCSL LimitedVerified email at unimelb.edu.au
Peter MeikleBaker Heart and Diabetes InstituteVerified email at bakeridi.edu.au
Justin ZobelComputing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Michael InouyeBaker Institute, University of CambridgeVerified email at medschl.cam.ac.uk
David RawlinsonMelbourne University, Cerenaut AI.Verified email at unimelb.edu.au
Trevor AndersoncyliteVerified email at nicta.com.au
SD DodsCSIROVerified email at csiro.au
Antony KaspiMonash UniveristyVerified email at monash.edu
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolVerified email at bristol.ac.uk
John BlangeroProfessor of Human Genetics, School of Medicine, University of Texas Rio Grande ValleyVerified email at utrgv.edu
Danny RischinPeter MacCallum Cancer CentreVerified email at petermac.org
Alex BoussioutasProfessor of Medicine, University of MelbourneVerified email at petermac.org
Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Linda MileshkinPeter MacCallum Cancer CentreVerified email at petermac.org
Thomas ConwayMurdoch Children Research InstituteVerified email at mcri.edu.au

Adam Kowalczyk

Principal Scientist, National ICT Australia

Verified email at unimelb.edu.au

mathematics photonics bioinformatics genome association studies


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Multi-instance kernels T Gärtner, PA Flach, A Kowalczyk, AJ Smola ICML 2 (3), 7, 2002	634	2002
Extreme re-balancing for SVMs: a case study B Raskutti, A Kowalczyk ACM Sigkdd Explorations Newsletter 6 (1), 60-69, 2004	435	2004
Plasma lipid profiling in a large population-based cohort [S] JM Weir, G Wong, CK Barlow, MA Greeve, A Kowalczyk, L Almasy, ... Journal of lipid research 54 (10), 2898-2908, 2013	297	2013
Document categorisation system B Raskutti, A Kowalczyk US Patent 7,971,150, 2011	290	2011
Plasma lipidomic analysis of stable and unstable coronary artery disease PJ Meikle, G Wong, D Tsorotes, CK Barlow, JM Weir, MJ Christopher, ... Arteriosclerosis, thrombosis, and vascular biology 31 (11), 2723-2732, 2011	257	2011
An expression-based site of origin diagnostic method designed for clinical application to cancer of unknown origin RW Tothill, A Kowalczyk, D Rischin, A Bousioutas, I Haviv, RK Van Laar, ... Cancer Research 65 (10), 4031-4040, 2005	241	2005
Plasma lipid profiling shows similar associations with prediabetes and type 2 diabetes PJ Meikle, G Wong, CK Barlow, JM Weir, MA Greeve, GL MacIntosh, ... PloS one 8 (9), e74341, 2013	236	2013
Genome-wide analysis distinguishes hyperglycemia regulated epigenetic signatures of primary vascular cells L Pirola, A Balcerczyk, RW Tothill, I Haviv, A Kaspi, S Lunke, M Ziemann, ... Genome research 21 (10), 1601-1615, 2011	199	2011
is-rSNP: a novel technique for in silico regulatory SNP detection G Macintyre, J Bailey, I Haviv, A Kowalczyk Bioinformatics 26 (18), i524-i530, 2010	140	2010
Performance and robustness of penalized and unpenalized methods for genetic prediction of complex human disease G Abraham, A Kowalczyk, J Zobel, M Inouye Genetic epidemiology 37 (2), 184-195, 2013	117	2013
Constructive higher-order network that is polynomial time NJ Redding, A Kowalczyk, T Downs Neural Networks 6 (7), 997-1010, 1993	117	1993
Pretreatment gene expression profiles can be used to predict response to neoadjuvant chemoradiotherapy in esophageal cancer C Duong, DM Greenawalt, A Kowalczyk, ML Ciavarella, G Raskutti, ... Annals of Surgical Oncology 14 (12), 3602-3609, 2007	104	2007
Accurate and robust genomic prediction of celiac disease using statistical learning G Abraham, JA Tye-Din, OG Bhalala, A Kowalczyk, J Zobel, M Inouye PLoS genetics 10 (2), e1004137, 2014	102	2014
Epigenetic regulation of cell type–specific expression patterns in the human mammary epithelium R Maruyama, S Choudhury, A Kowalczyk, M Bessarabova, ... PLoS genetics 7 (4), e1001369, 2011	101	2011
Molecular profiling of human mammary gland links breast cancer risk to a p27+ cell population with progenitor characteristics S Choudhury, V Almendro, VF Merino, Z Wu, R Maruyama, Y Su, ... Cell stem cell 13 (1), 117-130, 2013	96	2013
Prediction of breast cancer prognosis using gene set statistics provides signature stability and biological context G Abraham, A Kowalczyk, S Loi, I Haviv, J Zobel BMC bioinformatics 11 (1), 1-15, 2010	95	2010
Massively‐parallel sequencing assists the diagnosis and guided treatment of cancers of unknown primary RW Tothill, J Li, L Mileshkin, K Doig, T Siganakis, P Cowin, A Fellowes, ... The Journal of pathology 231 (4), 413-423, 2013	88	2013
Multi impairment monitoring for optical networks TB Anderson, A Kowalczyk, K Clarke, SD Dods, D Hewitt, JC Li Journal of Lightwave Technology 27 (16), 3729-3736, 2009	84	2009
GWIS-model-free, fast and exhaustive search for epistatic interactions in case-control GWAS B Goudey, D Rawlinson, Q Wang, F Shi, H Ferra, RM Campbell, L Stern, ... BMC genomics 14 (3), 1-18, 2013	78	2013
Combining clustering and co-training to enhance text classification using unlabelled data B Raskutti, H Ferra, A Kowalczyk Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002	70	2002

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