Cheng Soon Ong

Cited by

	All	Since 2015
Citations	5398	3276
h-index	29	26
i10-index	51	39

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2004200520062007200820092010201120122013201420152016201720182019202022 50 80 91 145 208 250 270 271 310 350 382 413 440 539 686 810

Co-authors

Joachim M. BuhmannETH ZurichVerified email at inf.ethz.ch
Gunnar RätschProfessor, ETH ZürichVerified email at inf.ethz.ch
Alex SmolaAmazon Web ServicesVerified email at smola.org
Soeren SonnenburgMachine Learning ResearcherVerified email at tomtom.com
Kay H. BrodersenGoogleVerified email at google.com
Klaas Enno StephanTranslational Neuromodeling Unit (TNU), IBT, University of Zurich and ETH ZurichVerified email at uzh.ch
Aditya Krishna MenonResearch Scientist, GoogleVerified email at google.com
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Stéphane CanuProfessor of Data Science, INSA RouenVerified email at insa-rouen.fr
David RawlinsonMelbourne University, Cerenaut AI.Verified email at unimelb.edu.au
Mikio L. BraunTU Berlin (allumni)Verified email at getyourguide.de
Gabriele SchweikertPI, University of Dundee, UK and Universität Tübingen, GermanyVerified email at dundee.ac.uk
Gabriel KrummenacherZühlke Engineering AGVerified email at zuehlke.com
Lexing XieAustralian National UniversityVerified email at anu.edu.au
Jonas BehrComputational Biology Group, ETH ZurichVerified email at sophiagenetics.com
Karsten BorgwardtProfessor, ETH ZurichVerified email at bsse.ethz.ch
Hans-Peter KriegelProfessor für Informatik, Ludwig-Maximilians-University MunichVerified email at dbs.ifi.lmu.de
S V N VishwanathanAssociate Professor of Statistics and Computer Science, Purdue UniversityVerified email at stat.purdue.edu
Asa Ben-HurComputer Science, Colorado State UniversityVerified email at cs.colostate.edu
Thomas J. FuchsIcahn School of Medicine at Mount SinaiVerified email at mssm.edu

Cheng Soon Ong

Data61, CSIRO, Canberra

Verified email at anu.edu.au - Homepage

Machine Learning Computational Biology Radio Astronomy


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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	720	2010
Protein function prediction via graph kernels KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ... Bioinformatics 21 (suppl_1), i47-i56, 2005	687	2005
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	604	2008
Learning the kernel with hyperkernels CS Ong, A Smola, B Williamson Journal of Machine Learning Research 6, 1045-1071, 2005	400	2005
Multiclass multiple kernel learning A Zien, CS Ong Proceedings of the 24th international conference on Machine learning, 1191-1198, 2007	348	2007
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	256	2004
Contextual gaussian process bandit optimization A Krause, C Ong Advances in neural information processing systems 24, 2447-2455, 2011	219	2011
The need for open source software in machine learning S Sonnenburg, ML Braun, CS Ong, S Bengio, L Bottou, G Holmes, ...	206	2007
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	155	2011
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	119	2015
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	108	2009
Hyperkernels CS Ong, AJ Smola, RC Williamson Advances in neural information processing systems 15, 478-485, 2002	96*	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	84	2011
Learning SVM in Kreĭn spaces G Loosli, S Canu, CS Ong IEEE transactions on pattern analysis and machine intelligence 38 (6), 1204-1216, 2015	77	2015
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	73	2010
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 (S3), S10, 2013	67	2013
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	66	2017
Mathematics for machine learning MP Deisenroth, AA Faisal, CS Ong Cambridge University Press, 2020	65	2020
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	59	2016
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	58	2016

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