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
5532005
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
5302008
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
4642010
Learning the kernel with hyperkernels
CS Ong, A Smola, B Williamson
Journal of Machine Learning Research 6, 1045-1071, 2005
3792005
Multiclass multiple kernel learning
A Zien, CS Ong
Proceedings of the 24th international conference on Machine learning, 1191-1198, 2007
3222007
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
2232004
Implementing reproducible research
V Stodden, F Leisch, RD Peng
CRC Press, 2014
2072014
The need for open source software in machine learning
S Sonnenburg, ML Braun, CS Ong, S Bengio, L Bottou, G Holmes, ...
1832007
Contextual gaussian process bandit optimization
A Krause, CS Ong
Advances in neural information processing systems, 2447-2455, 2011
1432011
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
1402011
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
1032009
Hyperkernels
CS Ong, AJ Smola, RC Williamson
Advances in neural information processing systems 15, 478-485, 2002
93*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
852015
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
612013
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
582010
Learning SVM in Kreĭn spaces
G Loosli, S Canu, CS Ong
IEEE transactions on pattern analysis and machine intelligence 38 (6), 1204-1216, 2015
562015
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
Learning points and routes to recommend trajectories
D Chen, CS Ong, L Xie
Proceedings of the 25th ACM International on Conference on Information and …, 2016
402016
Machine learning with hyperkernels
CS Ong, AJ Smola
Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003
402003
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Articles 1–20