Christian Igel

Christian Igel

Professor

Kommentarer til publikationsliste

This list of pubications is not fully complete.

For a complete list of older publications as well as papers and software available online please vist my old homepage: http://image.diku.dk/igel

I also maintain a Google Scholar profile: https://scholar.google.dk/citations?user=d-jF4zIAAAAJ


  1. 2009
  2. Neuroevolution strategies for episodic reinforcement learning. / Heidrich-Meisner, Verena; Igel, Christian.

    I: Journal of Algorithms, Bind 64, Nr. 4, 2009, s. 152-168.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  3. Ontogenetic and phylogenetic reinforcement learning. / Togelius, Julian; Schaul, T.; Wierstra, D.; Igel, Christian; Gomez, F.; Schmidhuber, J.

    I: Kuenstliche Intelligenz, Bind 09, Nr. 3, 2009, s. 30-33.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  4. Recombination for learning strategy parameters in the MO-CMA-ES. / Voß, Thomas; Hansen, Nikolaus; Igel, Christian.

    Evolutionary Multi-Criterion Optimization: 5th International Conference, EMO 2009, Nantes, France, April 7-10, 2009. Proceedings. red. / Matthias Ehrgott; Carlos M. Fonseca; Xavier Gandibleux; Jin-Kao Hao; Marc Sevaux. Springer, 2009. s. 155-168 (Lecture notes in computer science, Bind 5467).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  5. Second-order SMO for SVM online and active learning. / Igel, Christian.

    23rd European Conference on Operational Research: book of abstracts. 2009. s. 162 TD-31.

    Publikation: Bidrag til bog/antologi/rapportKonferenceabstrakt i proceedingsForskning

  6. Service : reinforcement learning. / Igel, Christian.

    I: Kuenstliche Intelligenz, Bind 24, Nr. 3, 2009, s. 44 pp.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  7. Toward registration of 3D ultrasound and CT images of the spine in clinical praxis : design and evaluation of a data acquisition protocol. / Winter, Susanne; Pechlivanis, Ioannis; Dekomien, Claudia; Igel, Christian; Schmieder, Kirsten.

    I: Ultrasound in Medicine & Biology, Bind 35, Nr. 11, 2009, s. 1773-1782.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  8. Uncertainty handling CMA-ES for reinforcement learning. / Heidrich-Meisner, Verena; Igel, Christian.

    Proceedings of the 11th Annual conference on Genetic and evolutionary computation: GECCO '09. Association for Computing Machinery, 2009. s. 1211-1218.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  9. Variable-metric evolution strategies for direct policy search. / Heidrich-Meisner, Verena; Igel, Christian.

    2009. Abstract fra Multidisciplinary Symposium on Reinforcement Learning, Montreal, Canada.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  10. 2008
  11. Approximation of Gaussian process regression models after training. / Suttorp, Thorsten; Igel, Christian.

    ESANN 2008: 16th European Symposium on Artificial Neural Networks. D-side Publications, 2008. s. 427-432 ES2008-84.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  12. Efficient covariance matrix update for evolution strategies. / Igel, Christian.

    Theory of Evolutionary Algorithms. red. / Dirk V. Arnold; Anne Auger; Jonathan E. Rowe; Carsten Witt. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2008. s. 6 (Dagstuhl Seminar Proceedings, Bind 08051).

    Publikation: Bidrag til bog/antologi/rapportKonferenceabstrakt i proceedingsForskning

  13. Evolution strategies for direct policy search. / Heidrich-Meisner, Verena; Igel, Christian.

    Parallel Problem Solving from Nature – PPSN X: 10th International Conference, Dortmund, Germany, September 13-17, 2008. Proceedings. red. / Günter Rudolph; Thomas Jansen; Nicola Beume; Simon Lucas; Carlo Poloni. Springer, 2008. s. 428-437 (Lecture notes in computer science, Bind 5199).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  14. Genesis of organic computing systems : coupling evolution and learning. / Igel, Christian; Sendhoff, Bernhard.

    Organic computing. 2008. s. 141-166 (Understanding Complex Systems).

    Publikation: Bidrag til bog/antologi/rapportBidrag til bog/antologiForskningfagfællebedømt

  15. Learning behavioral policies using extrinsic perturbations on the level of synapses. / Heidrich-Meisner, Verena; Igel, Christian.

    I: Frontiers in Computational Neuroscience, 2008.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  16. Registration of CT and intraoperative 3-D ultrasound images of the spine using evolutionary and gradient-based methods. / Winter, S.; Brendel, B.; Pechlivanis, I.; Schmieder, K.; Igel, Christian.

    I: IEEE Transactions on Evolutionary Computation, Bind 12, Nr. 3, 2008, s. 284-296.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  17. Scalarization versus indicator-based selection in multi-objective CMA evolution strategies. / Voß, Thomas; Beume, Nicola; Rudolph, Günter; Igel, Christian.

    IEEE Congress on Evolutionary Computation, 2008 CEC 2008.. IEEE, 2008. s. 3036-3043.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  18. Second-order SMO improves SVM online and active learning. / Glasmachers, Tobias; Igel, Christian.

    I: Neural Computation, Bind 20, Nr. 2, 2008, s. 374-382.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  19. Shark. / Igel, Christian; Glasmachers, T.; Heidrich-Meisner, V.

    I: Journal of Machine Learning Research, Bind 9, 2008, s. 993-996.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  20. Similarities and differences between policy gradient methods and evolution strategies. / Heidrich-Meisner, Verena; Igel, Christian.

    ESANN 2008: 16th European Symposium on Artificial Neural Networks. D-side Publications, 2008. s. 149-154 ES2008-47.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  21. Uncertainty handling in evolutionary direct policy search. / Heidrich-Meisner, Verena; Igel, Christian.

    2008. Paper præsenteret ved Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, Canada.

    Publikation: KonferencebidragPaperForskningfagfællebedømt

  22. Uncertainty handling in model selection for support vector machines. / Glasmachers, Tobias; Igel, Christian.

    Parallel Problem Solving from Nature – PPSN X: 10th International Conference, Dortmund, Germany, September 13-17, 2008. Proceedings. red. / Günter Rudolph; Thomas Jansen; Nicola Beume; Simon Lucas; Carlo Poloni. Springer, 2008. s. 185-194 (Lecture notes in computer science, Bind 5199).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  23. Variable metric reinforcement learning methods applied to the noisy mountain car problem. / Heidrich-Meisner, Verena; Igel, Christian.

    Recent Advances in Reinforcement Learning: 8th European Workshop, EWRL 2008, Villeneuve d’Ascq, France, June 30-July 3, 2008, Revised and Selected Papers. red. / Sertan Girgin; Manuel Loth; Rémi Munos; Philippe Preux; Daniil Ryabko. Springer, 2008. s. 136-150 (Lecture notes in computer science, Bind 5323).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  24. 2007
  25. Covariance matrix adaptation for multi-objective optimization. / Igel, Christian; Hansen, Nikolaus; Roth, Stefan.

    I: Evolutionary Computation, Bind 15, Nr. 1, 2007, s. 1-28.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  26. Evolutionary optimization of sequence kernels for detection of bacterial gene starts. / Mersch, Britta; Glasmachers, Tobias; Meinicke, Peter; Igel, Christian.

    I: International Journal of Neural Systems, Bind 17, Nr. 5, 2007, s. 369-381.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  27. Evolutionary optimization of wavelet feature sets for real-time pedestrian classification. / Salmen, Jan; Suttorp, Thorsten; Edelbrunner, Johann; Igel, Christian.

    7th International Conference on Hybrid Intelligent Systems: HIS 2007. IEEE, 2007. s. 222-227.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  28. Gradient-based optimization of kernel-target alignment for sequence kernels applied to bacterial gene start detection. / Igel, Christian; Glasmachers, T.; Mersch, B.; Pfeifer, N.; Meinicke, P.

    I: IEEE/ACM Transactions on Computational Biology and Bioinformatics, Bind 4, Nr. 2, 2007, s. 216-226.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

ID: 22657401