Cheng Soon Ong
Cheng Soon Ong
Data61, CSIRO, Canberra
Verified email at anu.edu.au - Homepage
Title
Cited by
Cited by
Year
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
7862010
Protein function prediction via graph kernels
KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ...
Bioinformatics 21 (suppl_1), i47-i56, 2005
7212005
Support vector machines and kernels for computational biology
A Ben-Hur, CS Ong, S Sonnenburg, B Schölkopf, G Rätsch
PLoS Comput Biol 4 (10), e1000173, 2008
6152008
Learning the kernel with hyperkernels
CS Ong, A Smola, B Williamson
Journal of Machine Learning Research 6, 1045-1071, 2005
4132005
Multiclass multiple kernel learning
A Zien, CS Ong
Proceedings of the 24th international conference on Machine learning, 1191-1198, 2007
3592007
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
2602004
Contextual Gaussian Process Bandit Optimization.
A Krause, CS Ong
Nips, 2447-2455, 2011
2352011
The need for open source software in machine learning
S Sonnenburg, ML Braun, CS Ong, S Bengio, L Bottou, G Holmes, ...
2082007
Generative embedding for model-based classification of fMRI data
KH Brodersen, TM Schofield, AP Leff, CS Ong, EI Lomakina, JM Buhmann, ...
PLoS Comput Biol 7 (6), e1002079, 2011
1572011
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
1442015
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
1112009
Hyperkernels
CS Ong, AJ Smola, RC Williamson
Advances in neural information processing systems 15, 478-485, 2002
99*2002
Learning output kernels with block coordinate descent
F Dinuzzo, CS Ong, P Gehler, G Pillonetto
Proceedings of the International Conference on Machine Learning, 2011
872011
Mathematics for machine learning
MP Deisenroth, AA Faisal, CS Ong
Cambridge University Press, 2020
862020
Learning SVM in Kreĭn spaces
G Loosli, S Canu, CS Ong
IEEE transactions on pattern analysis and machine intelligence 38 (6), 1204-1216, 2015
832015
Wheel defect detection with machine learning
G Krummenacher, CS Ong, S Koller, S Kobayashi, JM Buhmann
IEEE Transactions on Intelligent Transportation Systems 19 (4), 1176-1187, 2017
822017
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
722010
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
712013
SplAdder: identification, quantification and testing of alternative splicing events from RNA-Seq data
A Kahles, CS Ong, Y Zhong, G Rätsch
Bioinformatics 32 (12), 1840-1847, 2016
692016
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
612016
The system can't perform the operation now. Try again later.
Articles 1–20