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Journal Article (8)

  1. 1.
    Journal Article
    Schweikert, G.; Zeller, G.; Behr, J.; Dieterich, C.; Ong, C.; Philips, P.; De Bona, F.; Hartmann, L.; Bohlen, A.; Krüger, N. et al.; Sonnenburg, S.; Rätsch, G.: mGene: Accurate SVM-based gene finding with an application to nematode genomes. Genome Research 19 (11), pp. 2133 - 2143 (2009)
  2. 2.
    Journal Article
    Schweikert, G.; Behr, J.; Zien, A.; Zeller, G.; Ong, C.; Sonnenburg, S.; Rätsch, G.: mGene.web: a web service for accurate computational gene finding. Nucleic Acids Research (London) 37 (Supplement 2), pp. W312 - W316 (2009)
  3. 3.
    Journal Article
    Ben-Hur, A.; Ong, C.; Sonnenburg, S.; Schölkopf, B.; Rätsch, G.: Support Vector Machines and Kernels for Computational Biology. PLoS Computational Biology 4 (10), pp. 1 - 10 (2008)
  4. 4.
    Journal Article
    Sonnenburg, S.; Braun, M.; Ong, C.; Bengio, S.; Bottou, L.; Holmes , G.; LeCun, Y.; Müller, K.-R.; Pereira, F.; Rasmussen, C. et al.; Rätsch, G.; Schölkopf, B.; Smola, A.; Vincent, P.; Weston, J.; Williamson, R.: The Need for Open Source Software in Machine Learning. The Journal of Machine Learning Research 8, pp. 2443 - 2466 (2007)
  5. 5.
    Journal Article
    Schulze, U.; Hepp, B.; Ong, C.; Rätsch, G.: PALMA: mRNA to Genome Alignments using Large Margin Algorithms. Bioinformatics 23 (15), pp. 1892 - 1900 (2007)
  6. 6.
    Journal Article
    Ong, C.; Smola, A.; Williamson, R.: Learning the Kernel with Hyperkernels. The Journal of Machine Learning Research 6, pp. 1043 - 1071 (2005)
  7. 7.
    Journal Article
    Borgwardt, K.; Ong, C.; Schönauer, S.; Vishwanathan , S.; Smola, A.; Kriegel, H.-P.: Protein function prediction via graph kernels. Bioinformatics 21 (Supplement 1), pp. i47 - i56 (2005)
  8. 8.
    Journal Article
    Ong, C.: Knowledge Discovery in Databases: An Information Retrieval Perspective. Malaysian Journal of Computer Science 13 (2), pp. 54 - 63 (2000)

Conference Paper (15)

  1. 9.
    Conference Paper
    Dezfouli , A.; Ashtiani , H.; Ghattas, O.; Nock, R.; Dayan, P.; Ong, C.: Disentangled behavioural representations. In: Advances in Neural Information Processing Systems 32 (Eds. Wallach, H.; Larochelle, H.; Beygelzimer , A.; d'Alché-Buc, F.; Fox, E. et al.). Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, December 09, 2019 - December 13, 2019. (2019)
  2. 10.
    Conference Paper
    Dinuzzo, F.; Ong, C.; Gehler, P.; Pillonetto, G.: Learning output kernels with block coordinate descent. In: 28th International Conference on Machine Learning (ICML 2011), pp. 49 - 56 (Eds. Getoor, L.; Scheffer, T.). 28th International Conference on Machine Learning (ICML 2011), Bellevue, WA, USA. International Machine Learning Society, Madison, WI, USA (2011)
  3. 11.
    Conference Paper
    Canu, S.; Ong, C.; Mary, X.: Splines with non positive kernels. In: More Progresses in Analysis, pp. 163 - 173 (Eds. Begehr, H.; Nicolosi, F.). 5th International ISAAC Congress 2009, Catania, Italy, July 25, 2005 - July 30, 2005. World Scientific, Singapore (2009)
  4. 12.
    Conference Paper
    Ong, C.; Zien, A.: An Automated Combination of Kernels for Predicting Protein Subcellular Localization. In: Algorithms in Bioinformatics: 8th International Workshop, WABI 2008, Karlsruhe, Germany, September 15-19, 2008, pp. 186 - 197 (Eds. Krandall, K.; Lagergren, J.). 8th Workshop on Algorithms in Bioinformatics (WABI 2008), Karlsruhe, Germany, September 15, 2008 - September 19, 2008. Springer, Berlin, Germany (2008)
  5. 13.
    Conference Paper
    Ong, C.; Hartmann, L.; Bohnert, R.; Krüger , N.; Bohlen, A.; Rätsch, G.: Bootstrapping the alternative splicing annotation of newly sequenced genomes. In: Alternative Splicing: Special Interest Group Meeting (AS-SIG) at ISMB 2007. Alternative Splicing: Special Interest Group Meeting (AS-SIG) at ISMB 2007, Wien, Austria, July 19, 2007 - July 20, 2007. (2007)
  6. 14.
    Conference Paper
    Zien, A.; Ong, C.: Multiclass Multiple Kernel Learning. In: ICML '07: 24th International Conference on Machine Learning, pp. 1191 - 1198 (Ed. Ghahramani, Z.). 24th International Conference on Machine Learning (ICML 2007), Corvallis, OR, USA, June 20, 2007 - June 24, 2007. ACM Press, New York, NY, USA (2007)
  7. 15.
    Conference Paper
    Zien, A.; Bona, F.; Ong, C.: Training and Approximation of a Primal Multiclass Support Vector Machine. In: XIIth International Conference on Applied Stochastic Models and Data Analysis (ASMDA 2007), pp. 1 - 8 (Ed. Skiadas, C.). XIIth International Conference on Applied Stochastic Models and Data Analysis (ASMDA 2007), Chania, Greece, May 29, 2007 - June 01, 2007. (2007)
  8. 16.
    Conference Paper
    Rätsch, G.; Hepp , B.; Schulze , U.; Ong, C.: PALMA: Perfect Alignments using Large Margin Algorithms. In: German Conference on Bioinformatics 2006 (GCB 2006), pp. 104 - 113 (Eds. Huson, D.; Kohlbacher, O.; Lupas, A.; Nieselt, K.; Zell, A.). German Conference on Bioinformatics (GCB 2006), Tübingen, Germany, September 19, 2006 - September 22, 2006. Gesellschaft für Informatik, Bonn, Germany (2006)
  9. 17.
    Conference Paper
    Ong, C.; Mary , X.; Cnu, S.; Smola, A.: Learning with Non-Positive Kernels. In: ICML '04: Twenty-First International Conference on Machine Learning, pp. 639 - 646 (Eds. Greiner, R.; Schuurmans, D.). Twenty-First International Conference on Machine Learning (ICML 2004), Banff, Canada, July 04, 2004 - July 08, 2004. ACM Press, New York, NY, USA (2004)
  10. 18.
    Conference Paper
    Ong, C.; Smola, A.; Williamson, R.: Hyperkernels. In: Advances in Neural Information Processing Systems 15, pp. 495 - 502 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 2002. MIT Press, Cambridge, MA, USA (2003)
  11. 19.
    Conference Paper
    Wong, F.; Supian ASM, Ismail AF, Lai, W.; Ong, C.: Enhanced User Authentication through Typing Biometrics with Artificial Neural Networks and K-Nearest Neighbor Algorithm. (2001)
  12. 20.
    Conference Paper
    Tai, S.; Ong, C.; Abullah, N.: On Designing an Automated Malaysian Stemmer for the Malay Language. Fifth International Workshop on Information Retrieval with Asian Languages, Hong Kong, China. Proceedings of the Fifth International Workshop on Information Retrieval with Asian Languages, pp. 207 - 208 (2000)
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