Publications of P Philips

Bartlett, P.; Mendelson, S.; Philips, P.: On the Optimality of Sample-Based Estimates of the Expectation of the Empirical Minimizer. ESAIM: Probability and Statistics 14, pp. 315 - 337 (2010)

Schweikert, G.; Zien, A.; Zeller, G.; Behr, J.; Dieterich, C.; Ong, C.; Philips, P.; De Bona, F.; Hartmann, L.; Bohlen, A. et al.; Krüger, N.; Sonnenburg, S.; Rätsch, G.: mGene: Accurate SVM-based gene finding with an application to nematode genomes. Genome Research 19 (11), pp. 2133 - 2143 (2009)

Sonnenburg, S.; Zien, A.; Philips, P.; Rätsch, G.: POIMs: positional oligomer importance matrices: understanding support vector machine-based signal detectors. 16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB 2008), Toronto, Canada, July 19, 2008 - July 23, 2008. Bioinformatics 24 (13), pp. i6 - i14 (2008)

Sonnenburg, S.; Schweikert, G.; Philips, P.; Behr, J.; Rätsch, G.: Accurate Splice site Prediction Using Support Vector Machines. NIPS 2006 Workshop on New Problems and Methods in Computational Biology, Whistler, Canada, December 08, 2006. BMC Bioinformatics 8 (Supplement 10), S7, (2007)

Schweikert, G.; Zeller, G.; Behr, J.; Zien, A.; Ong, C.; De Bona, F.; Sonnenburg, S.; Philips, P.; Rätsch, G.; Widmer, C.: mGene: A Novel Discriminative Gene Finding System. In 4th ISCB Student Council Symposium at the 16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB 2008), p. 20. 4th ISCB Student Council Symposium at the 16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB 2008), Toronto, Canada, July 19, 2008 - July 23, 2008. (2008)

Schweikert, G.; Zeller, G.; Zien, A.; Ong, C.; De Bona, F.; Sonnenburg, S.; Philips, P.; Rätsch, G.: mGene: A Novel Discriminative Ab-initio Gene Finding System. In Automated Function Prediction: Biosapiens Joint Special Interest Group Meeting, pp. 36 - 37. Automated Function Prediction: Biosapiens Joint Special Interest Group Meeting, Wien, Austria, July 19, 2007 - July 20, 2007. (2007)

Sonnenburg, S.; Zien, A.; Behr, J.; Schweikert, G.; Franc, V.; Philips, P.; Rätsch, G.: Bioinformatics (Past, Current and Future Projects). IDA Retreat (2009)

Sonnenburg, S.; Zien, A.; Behr, J.; Schweikert, G.; Philips, P.; Rätsch, G.: Large Scale Machine Learning for Genomic Sequence Analysis (Support Vector Machine Based Signal Detectors). Eberhard-Karls-Universität, Tübingen, Germany (2009)

Sonnenburg, S.; Zien, A.; Behr, J.; Schweikert, G.; Philips, P.; Rätsch, G.: Accurate and Interpretable Large Scale Genomic Signal Detection (Support Vector Machine Based Signal Detectors). Max-Planck-Institut für Molekulare Genetik, Berlin, Germany (2009)

Sonnenburg, S.; Zien, A.; Philips, P.; Rätsch, G.: Positional Oligomer Importance Matrices. NIPS 2007 Workshop on Machine Learning in Computational Biology (MLCB 2007), Whistler, BC, Canada (2007)

Rätsch, G.; Ong, C.; Philips, P.: Probabilistic Models in Machine Learning. Vorlesung WS 2007/2008 Eberhard-Karls-Universität Tübingen, Tübingen, Germany (2007)

Rätsch, G.; Ong, C.; Philips, P.: Advanced Methods for Sequence Analysis in Bioinformatics. Vorlesung WS 2007/2008: Eberhard-Karls-Universität Tübingen, Tübingen, Germany (2007)

Schweikert, G.; Zien, A.; Zeller, G.; Ong, C.; De Bona, F.; Sonnenburg, S.; Philips, P.; Rätsch, G.: mGene: A Novel Discriminative Gene Finding System. 15th Annual International Conference on Intelligent Systems for Molecular Biology, 6th Annual European Conference on Computational Biology (ISMB/ECCB 2007), Wien, Austria (2007)

Zien, A.; Philips, P.; Sonnenburg, S.: Computing Positional Oligomer Importance Matrices (POIMs) (FIRST Reports, 2/2007). (2007), 12 pp.