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Cheng Soon Ong

 

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Cheng Soon Ong

Position: Wissenschaftler  Abteilung: 

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Artikel (7):

Schweikert G, Zien A, Zeller G, Behr J, Dieterich C, Ong CS, Philips P, De Bona F, Hartmann L, Bohlen A, Krüger N, Sonnenburg S und Rätsch G (November-2009) mGene: Accurate SVM-based gene finding with an application to nematode genomes Genome Research 19(11) 2133-2143.
Schweikert G, Behr J, Zien A, Zeller G, Ong CS, Sonnenburg S und Rätsch G (Juli-2009) mGene.web: a web service for accurate computational gene finding Nucleic Acids Research 37(Supplement 2) W312-W316.
Ben-Hur A, Ong CS, Sonnenburg S, Schölkopf B und Rätsch G (Oktober-2008) Support Vector Machines and Kernels for Computational Biology PLoS Computational Biology 4(10) 1-10.
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Sonnenburg S, Braun ML, Ong CS, Bengio S, Bottou L, Holmes G, LeCun Y, Müller K-R, Pereira F, Rasmussen CE, Rätsch G, Schölkopf B, Smola A, Vincent P, Weston J und Williamson RC (Oktober-2007) The Need for Open Source Software in Machine Learning Journal of Machine Learning Research 8 2443-2466.
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Schulze U, Hepp B, Ong CS und Rätsch G (Mai-2007) PALMA: mRNA to Genome Alignments using Large Margin Algorithms Bioinformatics 23(15) 1892-1900.
Ong CS, Smola A und Williamson R (Juli-2005) Learning the Kernel with Hyperkernels Journal of Machine Learning Research 6 1043-1071.
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Ong CS (Dezember-2000) Knowledge Discovery in Databases: An Information Retrieval Perspective Malaysian Journal of Computer Science 13(2) 54-63.
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Beiträge zu Tagungsbänden (15):

Dinuzzo F, Ong CS, Gehler PV und Pillonetto G (Juli-2011) Learning output kernels with block coordinate descent, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 49-56.
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Canu S, Ong CS und Mary X (2009) Splines with non positive kernels In: More progresses in analysis, , 5th International ISAAC Congress 2005, World Scientific, Singapore, 163-173.
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Ong CS und Zien A (September-2008) An Automated Combination of Kernels for Predicting Protein Subcellular Localization In: Algorithms in Bioinformatics, , 8th Workshop on Algorithms in Bioinformatics (WABI 2008), Springer, Berlin, Germany, 186-197, Series: Lecture Notes in Computer Science ; 5251.
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Zien A und Ong CS (Juni-2007) Multiclass Multiple Kernel Learning, 24th Annual International Conference on Machine Learning (ICML 2007), ACM Press, New York, NY, USA, 1191-1198.
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Zien A, Bona FD und Ong CS (Juni-2007) Training and Approximation of a Primal Multiclass Support Vector Machine, 12th International Conference on Applied Stochastic Models and Data Analysis (ASMDA 2007), 1-8.
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Rätsch G, Hepp B, Schulze U und Ong CS (September-2006) PALMA: Perfect Alignments using Large Margin Algorithms, German Conference on Bioinformatics (GCB 2006), Gesellschaft für Informatik, Bonn, Germany, 104-113.
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Borgwardt KM, Ong CS, Schönauer S, Vishwanathan SVN, Smola AJ und Kriegel H-P (Juni-2005) Protein function prediction via graph kernels, 13th International Conference on Intelligent Systems for Molecular Biology (ISMB 2005), Bioinformatics, 21(Supplement 1), i47-i56.
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Ong CS, Mary X, Canu S und Smola AJ (Juli-2004) Learning with Non-Positive Kernels, Twenty-first International Conference on Machine Learning (ICML 2004), ACM Press, New York, NY, USA, 81.
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Ong CS, Smola AJ und Williamson RC (Oktober-2003) Hyperkernels In: Advances in Neural Information Processing Systems 15, , Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), MIT Press, Cambridge, MA, USA, 495-502.
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Ong CS und Smola AJ (August-2003) Machine Learning with Hyperkernels, Twentieth International Conference on Machine Learning (ICML 2003), AAAI Press, Menlo Park, CA, USA, 568-575.
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Wong FWMH, Supian ASM, Ismail AF, Lai WK und Ong CS (2001) Enhanced User Authentication through Typing Biometrics with Artificial Neural Networks and K-Nearest Neighbor Algorithm.
Tai SY, Ong CS und Abullah NA (Oktober-2000) On Designing an Automated Malaysian Stemmer for the Malay Language, Fifth International Workshop on Information Retrieval with Asian Languages, ACM Press, New York, NY, USA, 207-208.
Ong CS und Lai WK (Juni-2000) Enhanced Password Authentication Through Typing Biometrics with K-Means Clustering Algorithm In: Robotic and manufacturing systems: recent results in research, development and applications, , Fourth Biannual World Automation Congress (WAC 2000), ISORA 2000 and ISOMA 2000, TSI Press, Albuquerque, NM, USA, 1-6, Series: TSI Press series ; 10.
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Ong CS, Wong F und Lai WK (2000) A High Resolution and Accurate Pentium Based Timer, National Real Time Technology and Applications Symposium, 51-60.
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Maisuria K, Ong CS und Lai WK (Juli-1999) A comparison of artificial neural networks and cluster analysis for typing biometrics authentication, International Joint Conference on Neural Networks (IJCNN '99), IEEE, Piscataway, NJ, USA, 3295-3299.
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Technische Berichte (2):

Zien A, Raetsch G und Ong CS: Towards the Inference of Graphs on Ordered Vertexes, 150, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (August-2006).
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Zien A und Ong CS: An Automated Combination of Sequence Motif Kernels for Predicting Protein Subcellular Localization, 146, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (April-2006).
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Poster (2):

De Bona F, Ong C-S, Zien A und Rätsch G (Juli-2007): RNA secondary structure prediction using large margin methods, 15th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB 2007) and 6th European Conference on Computational Biology (ECCB 2007), Wien, Austria.
Zien A und Ong CS (August-2006): An Automated Combination of Sequence Motif Kernels for Protein Subcellular Localization, 14th International Conference on Intelligent Systems for Molecular Biology (ISMB 2006), Fortaleza, Brazil.

Abschlussarbeiten (1):

Ong CS: Kernels: Regularization and Optimization, The Australian National University, Canberra, Australia, (2005). PhD thesis
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Vorträge (7):

Schweikert G, Zeller G, Zien A, Behr J, Sonnenburg S, Philips P, Ong CS und Rätsch G (Juli-25-2008) Abstract Talk: mGene: A Novel Discriminative Gene Finder, 2008 Topics Meeting: Worm Genomics and Systems Biology, Cambridge, USA.
Schweikert G, Zeller G, Behr J, Zien A, Ong CS, De Bona F, Sonnenburg S, Philips P, Raetsch G und Widmer C (Juli-18-2008) Abstract Talk: mGene: A Novel Discriminative Gene Finding System, 4th ISCB Student Council Symposium at ISMB 2008, Toronto, Canada 20.
Zien A und Ong CS (Dezember-7-2007) Abstract Talk: An Automated Combination of Kernels for Predicting Protein Subcellular Localization, NIPS 2007 Workshop on Machine Learning in Computational Biology (MLCB 2007), Whistler, BC, Canada.
Ong CS, Hartmann L, Bohnert R, Krüger N, Bohlen A und Rätsch G (Juli-20-2007) Abstract Talk: Bootstrapping the alternative splicing annotation of newly sequenced genomes, Alternative Splicing: Special Interest Group Meeting (AS-SIG) at ISMB 2007, Wien, Austria 33-35.
Schweikert G, Zeller G, Zien A, Ong CS, de Bona F, Sonnenburg S, Phillips P und Rätsch G (Dezember-8-2006) Abstract Talk: Ab-initio gene finding using machine learning, NIPS 2006 Workshop on New Problems and Methods in Computational Biology (MLCB 2006), Whistler, BC, Canada.
Rätsch G und Ong CS (September-19-2006) Invited Lecture: Kernel Methods for Predictive Sequence Analysis, German Conference on Bioinformatics (GCB 2006), Tübingen, Germany.
Rätsch G, Sonnenburg S, Ong CS und Schölkopf B (Dezember-9-2005) Invited Lecture: Accurate prediction of alternative splicing events, NIPS Workshop on Computational Biology and the Analysis of Heterogeneous Data (MLCB 2005), Whistler, BC, Canada.

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Last updated: Montag, 22.05.2017