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. Bounding the bias of contrastive divergence used for maximum likelihood learning in restricted Boltzmann machines. / Fischer, A.; Igel, Christian.

    2010. Abstract fra Dagstat 2010, Dortmund, Tyskland.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  2. Challenges in training restricted Boltzmann machines. / Fischer, Asja; Igel, Christian.

    Workshop New Challenges in Neural Computation 2010. red. / B. Hammer; T. Villmann. 2010. s. 11-24 (Machine Learning Reports; Nr. 04/2010).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  3. Empirical analysis of the divergence of Gibbs sampling based learning algorithms for restricted Boltzmann machines. / Fischer, Asja; Igel, Christian.

    Artificial Neural Networks – ICANN 201: 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part III. red. / K. Diamantaras; W. Duch; L. S. Iliadis. Springer, 2010. s. 208-217 (Lecture notes in computer science, Bind 6354).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  4. Maximum likelihood model selection for 1-norm soft margin SVMs with multiple parameters. / Glasmachers, T.; Igel, Christian.

    I: IEEE Transactions on Pattern Analysis and Machine Intelligence, Bind 32, Nr. 8, 2010, s. 1522-1528.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  5. Direct policy search : intrinsic vs. extrinsic perturbations. / Heidrich-Meisner, V.; Igel, Christian.

    Workshop New Challenges in Neural Computation . red. / B. Hammer; T. Villmann. 2010. s. 33-39 (Machine Learning Reports, Bind 04/2010).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  6. Evolutionary kernel learning. / Igel, Christian.

    Encyclopedia of machine learning. red. / Claude Sammut; Georffrey I. Webb. Springer, 2010.

    Publikation: Bidrag til bog/antologi/rapportEncyclopædiartikelForskningfagfællebedømt

  7. Neuroevolution strategies. / Igel, Christian.

    Learning paradigms in dynamic environments. red. / B. Hammer; P. Hitzler; W. Maass; M. Toussaint. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2010. s. 6 (Dagstuhl Seminar Proceedings, Bind 10302).

    Publikation: Bidrag til bog/antologi/rapportKonferenceabstrakt i proceedingsForskning

  8. Second-order SMO for SVM online learning. / Igel, Christian.

    Learning paradigms in dynamic environments. red. / B. Hammer; P. Hitzler; W. Maass; M. Toussaint. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2010. s. 5-6 (Dagstuhl Seminar Proceedings, Bind 10302).

    Publikation: Bidrag til bog/antologi/rapportKonferenceabstrakt i proceedingsForskning

  9. A dynamic neural field model of mesoscopic cortical activity captured with voltage-sensitive dye imaging. / Markounikau, Valentin; Igel, Christian; Grinvald, Amiram; Jancke, Dirk.

    I: P L o S Computational Biology, Bind 6, Nr. 9, e1000919, 2010.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  10. Structure optimization of reservoir networks. / Roeschies, Benjamin; Igel, Christian.

    I: Logic Journal of the IGPL, Bind 18, Nr. 5, 2010, s. 635-669.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  11. Efficient update of the covariance matrix inverse in iterated linear discriminant analysis. / Salmen, Jan; Schlipsing, Marc; Igel, Christian.

    I: Pattern Recognition Letters, Bind 31, Nr. 1, 2010, s. 1903.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  12. Hydroacoustic signal classification using kernel functions for variable feature sets. / Tuma, M.; Igel, Christian; Prior, M.

    Proceedings of the 2010 20th International Conference on Pattern Recognition: ICPR. IEEE Computer Society Press, 2010. s. 1011-1014.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  13. Automatic classification of hydroacoustic signals to support verification of the Comprehensive Nuclear-Test-Ban Treaty. / Tuma, M.; Igel, Christian.

    Second Joint Statistical Meeting Deutsche Arbeitsgemeinschaft Statistik "Statistics Under One Umbrella" (DAGStat 2010). 2010. s. 361.

    Publikation: Bidrag til bog/antologi/rapportKonferenceabstrakt i proceedingsForskningfagfællebedømt

  14. New uncertainty handling strategies in multi-objective evolutionary optimization. / Voß, T.; Trautmann, H.; Igel, Christian.

    Parallel Problem Solving from Nature, PPSN XI: 11th International Conference, Kraków, Poland, September 11-15, 2010. Proceedings, Part II. red. / R. Schaefer; C. Cotta; J. Kołodziej; G. Rudolph. Springer, 2010. s. 260-269 (Lecture notes in computer science, Bind 6239).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  15. Scaling up indicator-based MOEAs by approximating the least hypervolume contributor : a preliminary study. / Voß, T.; Friedrich, T.; Bringmann, K.; Igel, Christian.

    Proceedings of the 12th annual conference on Genetic and Evolutionary Computation: GECCO '10. Association for Computing Machinery, 2010. s. 1975-1978.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  16. Improved step size adaptation for the MO-CMA-ES. / Voß, T.; Hansen, N.; Igel, Christian.

    Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2010). Association for Computing Machinery, 2010. s. 487-494.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  17. Editorial : special issue on organic computing. / Würtz, R. P.; Bellman, K. L.; Schmeck, H.; Igel, Christian.

    I: A C M Transactions on Autonomous and Adaptive Systems, Bind 5, Nr. 3, 2010, s. 1-3.

    Publikation: Bidrag til tidsskriftLederForskning

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