Publications of Petra Philips

2009

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, and Rätsch, G (2009). mGene: Accurate SVM-Based Gene Finding with an Application to Nematode Genomes Genome Research, 19:2133-2143. Online access Supplementary website Printable file

2008	Sonnenburg, S, Zien, A, Philips, P, and Rätsch, G (2008). POIMs: Positional Oligomer Importance Matrices - Understanding Support Vector Machine Based Signal Detectors In: Bioinformatics/Proc. ISMB 2008, vol. 24(13), pp. i6, Oxford University Press. Online access Printable file

Bartlett, PL, Mendelson, S, and Philips, P (2008). Optimal sample-based estimates of the expectation of the empirical minimizer ESAIM: Probability and Statistics (ESAIM: P&S), Accepted.

2007	Schweikert, G, Sonnenburg, S, Philips, P, Behr, J, and Rätsch, G (2007). Accurate splice site prediction using support vector machines BMC Bioinformatics, 8(Suppl. 10):S7. Online access Supplementary website Printable file

Zien, A, Sonnenburg, S, and Philips, P (2007). Computing Positional Oligomer Importance Matrices (POIMs) Fraunhofer Institute FIRST, technical report(2). Online access Printable file

2005	Philips, P (2005). Data-Dependent Analysis of Learning Algorithms PhD Thesis, The Australian National University, Canberra, Australia.

2004	Mendelson, S and Philips, P (2004). On the Importance of Small Coordinate Projections Journal of Machine Learning Research, 5. Online access Printable file

Bartlett, PL, Mendelson, S, and Philips, P (2004). Local Complexities for Empirical Risk Minimization In: Proceedings of the 17th Annual Conference on Learning Theory, COLT 2004, ed. by J. Shawe-Taylor and Y. Singer, pp. 270-284, Springer. LNCS 3120.

2003	Mendelson, S and Philips, P (2003). Random Subclass Bounds In: Proceedings of the 16th Annual Conference on Learning Theory, COLT 2003, ed. by B. Schölkopf and M. Warmuth, pp. 329-343, Springer. LNCS 2777.

2002	Kellner, A, Souvignier, B, Portele, T, and Philips, P (2002). Dialog System Miscellaneous publication, US patent application 20020065651.

2001	Kellner, A and Philips, P (2001). Verfahren zur stochastischen Kombination mehrerer Modalitaeten in einem Dialogsystem (Synchronous Combination of Multi-Modal Inputs) Miscellaneous publication, Philips Research Laboratories, Erfindungsmeldung ID 201790.

2000	Kellner, A, Martin, S, Philips, P, Portele, T, and Souvignier, B (2000). Conversational User Interfaces for Consumer Electronics In: Philips User Interface Conference 2000 (UI2000), Eindhoven, Netherlands.

1999	Philips, P (1999). Source Separation Using Temporal Information and Higher-Order Statistics Master thesis, Technical University of Karlsruhe, Germany.

Müller, K, Philips, P, and Ziehe, A (1999). JADETD: Combining higher-order statistics and temporal information for blind source separation (with noise) In: ICA '99, ed. by J.F. Cardoso and Ch. Jutten and Ph. Loubaton, pp. 87-92, Aussois, France.