Cheng Soon Ong - Google Scholar Citations

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	All	Since 2015
Citations	5190	3078
h-index	28	25
i10-index	49	39

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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
Robert C. WilliamsonProfessor of Computer Science, Australian National University; Distinguished Researcher, DATA61Verified email at anu.edu.au
Kay H. BrodersenGoogleVerified email at google.com
Klaas Enno StephanTranslational Neuromodeling Unit (TNU), IBT, University of Zurich and ETH ZurichVerified email at uzh.ch
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Aditya Krishna MenonResearch Scientist, GoogleVerified email at google.com
Stéphane CanuProfessor of Data Science, INSA RouenVerified email at insa-rouen.fr
David RawlinsonMelbourne University, Incubator 491.Verified email at unimelb.edu.au
Mikio L. BraunTU Berlin (allumni)Verified email at getyourguide.de
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 of Machine Learning in the Life Sciences at 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. FuchsMemorial Sloan Kettering Cancer CenterVerified email at mskcc.org

Cheng Soon Ong

Data61, CSIRO, Canberra

Verified email at anu.edu.au - Homepage

Machine Learning Computational Biology Radio Astronomy


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Protein function prediction via graph kernels KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ... Bioinformatics 21 (suppl_1), i47-i56, 2005	628	2005
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	622	2010
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	578	2008
Learning the kernel with hyperkernels CS Ong, A Smola, B Williamson Journal of Machine Learning Research 6, 1045-1071, 2005	393	2005
Multiclass multiple kernel learning A Zien, CS Ong Proceedings of the 24th international conference on Machine learning, 1191-1198, 2007	341	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	241	2004
Implementing reproducible research V Stodden, F Leisch, RD Peng CRC Press, 2014	232	2014
The need for open source software in machine learning S Sonnenburg, ML Braun, CS Ong, S Bengio, L Bottou, G Holmes, ...	194	2007
Contextual gaussian process bandit optimization A Krause, CS Ong Advances in neural information processing systems, 2447-2455, 2011	184	2011
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	151	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	107	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	106	2009
Hyperkernels CS Ong, AJ Smola, RC Williamson Advances in neural information processing systems 15, 478-485, 2002	95*	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	81	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	68	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	68	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	65	2013
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	54	2016
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	52	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	50	2017

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