Cheng Soon Ong 个人学术档案

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	总计	2019 年至今
引用	9914	5892
h 指数	37	29
i10 指数	67	49

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Joachim M. BuhmannETH Zurich在 inf.ethz.ch 的电子邮件经过验证
Gunnar RätschProfessor, ETH Zürich在 inf.ethz.ch 的电子邮件经过验证
Alex SmolaBoson AI在 smola.org 的电子邮件经过验证
Soeren SonnenburgMachine Learning Researcher在 tomtom.com 的电子邮件经过验证
Robert C. WilliamsonUniversity of Tübingen在 uni-tuebingen.de 的电子邮件经过验证
Kay H. BrodersenGoogle在 google.com 的电子邮件经过验证
Klaas Enno StephanTranslational Neuromodeling Unit (TNU), IBT, University of Zurich and ETH Zurich在 uzh.ch 的电子邮件经过验证
Aditya Krishna MenonResearch Scientist, Google在 google.com 的电子邮件经过验证
Stéphane CanuProfessor of Data Science, INSA Rouen在 insa-rouen.fr 的电子邮件经过验证
Lexing XieAustralian National University在 anu.edu.au 的电子邮件经过验证
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETH在 tuebingen.mpg.de 的电子邮件经过验证
David RawlinsonMelbourne University, Cerenaut AI.在 unimelb.edu.au 的电子邮件经过验证
Marc DeisenrothUniversity College London and The Alan Turing Institute在 ucl.ac.uk 的电子邮件经过验证
Gabriel KrummenacherZühlke Engineering AG在 zuehlke.com 的电子邮件经过验证
Mikio L. BraunTU Berlin (allumni)在 zalando.de 的电子邮件经过验证
Asa Ben-HurComputer Science, Colorado State University在 cs.colostate.edu 的电子邮件经过验证
A. Aldo FaisalProfessor in AI & Neuroscience, Imperial College; Chair in Digital Health, University of Bayreuth在 imperial.ac.uk 的电子邮件经过验证
Gabriele SchweikertPI, University of Dundee, UK and Universität Tübingen, Germany在 dundee.ac.uk 的电子邮件经过验证
Richard NockGoogle Research在 uniagro.fr 的电子邮件经过验证
Xavier MaryDr Mathématiques, Université Paris Nanterre在 parisnanterre.fr 的电子邮件经过验证

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Cheng Soon Ong

Data61, CSIRO, Canberra

在 anu.edu.au 的电子邮件经过验证 - 首页

Machine Learning Computational Biology Radio Astronomy


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
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	1762	2010
Protein function prediction via graph kernels KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ... Bioinformatics 21 (suppl_1), i47-i56, 2005	1301	2005
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	811	2008
Mathematics for machine learning MP Deisenroth, AA Faisal, CS Ong Cambridge University Press, 2020	745	2020
Contextual gaussian process bandit optimization A Krause, C Ong Advances in neural information processing systems 24, 2011	478	2011
Learning the kernel with hyperkernels CS Ong, A Smola, B Williamson Journal of Machine Learning Research 6, 1045-1071, 2005	472	2005
Multiclass multiple kernel learning A Zien, CS Ong Proceedings of the 24th international conference on Machine learning, 1191-1198, 2007	386	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	316	2004
The need for open source software in machine learning S Sonnenburg, ML Braun, CS Ong, S Bengio, L Bottou, G Holmes, ...	273	2007
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	266	2015
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	246	2017
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	192	2011
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	163	2016
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	125	2009
Learning SVM in Kreĭn spaces G Loosli, S Canu, CS Ong IEEE transactions on pattern analysis and machine intelligence 38 (6), 1204-1216, 2015	124	2015
Radio Galaxy Zoo: Claran – a deep learning classifier for radio morphologies C Wu, OI Wong, L Rudnick, SS Shabala, MJ Alger, JK Banfield, CS Ong, ... Monthly Notices of the Royal Astronomical Society 482 (1), 1211-1230, 2019	116	2019
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	111	2016
Learning output kernels with block coordinate descent F Dinuzzo, CS Ong, P Gehler, G Pillonetto Proceedings of the International Conference on Machine Learning, 2011	104	2011
Hyperkernels CS Ong, AJ Smola, RC Williamson Advances in neural information processing systems 15, 478-485, 2002	104*	2002
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	97	2010

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