Cheng Soon Ong
Cheng Soon Ong
Data61, CSIRO, Canberra
Verified email at anu.edu.au - Homepage
TitleCited byYear
Protein function prediction via graph kernels
KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ...
Bioinformatics 21 (suppl_1), i47-i56, 2005
5312005
Support vector machines and kernels for computational biology
A Ben-Hur, CS Ong, S Sonnenburg, B Schölkopf, G Rätsch
PLoS computational biology 4 (10), e1000173, 2008
5242008
The balanced accuracy and its posterior distribution
KH Brodersen, CS Ong, KE Stephan, JM Buhmann
2010 20th International Conference on Pattern Recognition, 3121-3124, 2010
4402010
Learning the kernel with hyperkernels
CS Ong, A Smola, B Williamson
Journal of Machine Learning Research 6, 1045-1071, 2005
3752005
Multiclass multiple kernel learning
A Zien, CS Ong
Proceedings of the 24th international conference on Machine learning, 1191-1198, 2007
3202007
Learning with non-positive kernels
CS Ong, X Mary, S Canu, AJ Smola
Proceedings of the twenty-first international conference on Machine learning, 81, 2004
2182004
Implementing reproducible research
V Stodden, F Leisch, RD Peng
CRC Press, 2014
1982014
The need for open source software in machine learning
S Sonnenburg, ML Braun, CS Ong, S Bengio, L Bottou, G Holmes, ...
1802007
Contextual gaussian process bandit optimization
A Krause, CS Ong
Advances in neural information processing systems, 2447-2455, 2011
1402011
Generative embedding for model-based classification of fMRI data
KH Brodersen, TM Schofield, AP Leff, CS Ong, EI Lomakina, JM Buhmann, ...
PLoS computational biology 7 (6), e1002079, 2011
1382011
mGene: accurate SVM-based gene finding with an application to nematode genomes
G Schweikert, A Zien, G Zeller, J Behr, C Dieterich, CS Ong, P Philips, ...
Genome research 19 (11), 2133-2143, 2009
1012009
Hyperkernels
CS Ong, AJ Smola, RC Williamson
Advances in neural information processing systems 15, 478-485, 2002
92*2002
Learning from corrupted binary labels via class-probability estimation
A Menon, B Van Rooyen, CS Ong, B Williamson
International Conference on Machine Learning, 125-134, 2015
812015
Learning output kernels with block coordinate descent
F Dinuzzo, CS Ong, P Gehler, G Pillonetto
Proceedings of the International Conference on Machine Learning, 2011
772011
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
592013
The binormal assumption on precision-recall curves
KH Brodersen, CS Ong, KE Stephan, JM Buhmann
2010 20th International Conference on Pattern Recognition, 4263-4266, 2010
562010
Learning SVM in Kreĭn spaces
G Loosli, S Canu, CS Ong
IEEE transactions on pattern analysis and machine intelligence 38 (6), 1204-1216, 2015
552015
TMARKER: A free software toolkit for histopathological cell counting and staining estimation
PJ Schüffler, TJ Fuchs, CS Ong, PJ Wild, NJ Rupp, JM Buhmann
Journal of pathology informatics 4 (Suppl), 2013
452013
Model-based feature construction for multivariate decoding
KH Brodersen, F Haiss, CS Ong, F Jung, M Tittgemeyer, JM Buhmann, ...
NeuroImage 56 (2), 601-615, 2011
392011
Machine learning with hyperkernels
CS Ong, AJ Smola
Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003
392003
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Articles 1–20