Christian Igel
Professor
Machine Learning
Universitetsparken 5, 2100 København Ø
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
- 2010
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: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Evolutionary kernel learning. / Igel, Christian.
Encyclopedia of machine learning. red. / Claude Sammut; Georffrey I. Webb. Springer, 2010.Publikation: Bidrag til bog/antologi/rapport › Encyclopædiartikel › Forskning › fagfællebedømt
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/rapport › Konferenceabstrakt i proceedings › Forskning
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/rapport › Konferenceabstrakt i proceedings › Forskning
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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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/rapport › Konferenceabstrakt i proceedings › Forskning › fagfællebedømt
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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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 tidsskrift › Leder › Forskning
ID: 22657401
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4184
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Shape index descriptors applied to texture-based galaxy analysis
Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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2317
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Buffer k-d trees: processing massive nearest neighbor queries on GPUs
Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Fast training of multi-class support vector machines
Publikation: Bog/antologi/afhandling/rapport › Rapport › Forskning
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