Adam Kowalczyk
Adam Kowalczyk
Principal Scientist, National ICT Australia
Verified email at unimelb.edu.au
TitleCited byYear
Multi-instance kernels
T Gärtner, PA Flach, A Kowalczyk, AJ Smola
ICML 2 (3), 7, 2002
5462002
Extreme re-balancing for SVMs: a case study
B Raskutti, A Kowalczyk
ACM Sigkdd Explorations Newsletter 6 (1), 60-69, 2004
3722004
Document categorisation system
B Raskutti, A Kowalczyk
US Patent 7,971,150, 2011
2552011
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
2082005
Plasma lipid profiling in a large population-based cohort
JM Weir, G Wong, CK Barlow, MA Greeve, A Kowalczyk, L Almasy, ...
Journal of lipid research 54 (10), 2898-2908, 2013
2012013
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
1962011
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
1662011
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
1482013
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
1242010
Constructive higher-order network that is polynomial time
NJ Redding, A Kowalczyk, T Downs
Neural Networks 6 (7), 997-1010, 1993
1071993
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
852013
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
802013
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
792007
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
762011
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), 277, 2010
762010
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
682009
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
672013
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
662014
Combining clustering and co-training to enhance text classification using unlabelled data
B Raskutti, H Ferrá, A Kowalczyk
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
642002
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), S10, 2013
622013
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