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
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/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
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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Separating timing, movement conditions and individual differences in the analysis of human movement. / Raket, Lars Lau; Grimme, Britta; Schöner, Gregor; Igel, Christian; Markussen, Bo.
I: PLoS Computational Biology, Bind 12, Nr. 9, 2016, s. e1005092.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
Service : reinforcement learning. / Igel, Christian.
I: Kuenstliche Intelligenz, Bind 24, Nr. 3, 2009, s. 44 pp.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Shape index descriptors applied to texture-based galaxy analysis. / Pedersen, Kim Steenstrup; Stensbo-Smidt, Kristoffer; Zirm, Andrew Wasmuth; Igel, Christian.
2013 IEEE International Conference on Computer Vision (ICCV). IEEE, 2013. s. 2440-2447.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Shark. / Igel, Christian; Glasmachers, T.; Heidrich-Meisner, V.
I: Journal of Machine Learning Research, Bind 9, 2008, s. 993-996.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Sparse incomplete LU-decomposition for wave farm designs under realistic conditions. / Arbonès, Dídac Rodríguez; Sergiienko, Nataliia Y.; Ding, Boyin; Krause, Oswin; Igel, Christian; Wagner, Markus.
Parallel Problem Solving from Nature – PPSN XV: 15th International Conference, 2018, Proceedings. Springer, 2018. s. 512-524 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11101 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Speeding up many-objective optimization by Monte Carlo approximations. / Bringmann, Karl; Friedrich, Tobias; Igel, Christian; Voß., Thomas.
I: Artificial Intelligence, Bind 204, 2013, s. 22-29.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Speedy greedy feature selection : better redshift estimation via massive parallelism. / Gieseke, Fabian Cristian; Polsterer, Kai Lars; Oancea, Cosmin Eugen; Igel, Christian.
ESANN 2014 proceedings: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. red. / M. Verleysen. i6doc.com, 2014. s. 87-92.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Steady-state selection and efficient covariance matrix update in the multi-objective CMA-ES. / Igel, Christian; Suttorp, Thorsten; Hansen, Nikolaus.
Evolutionary Multi-Criterion Optimization: 4th International Conference, EMO 2007, Matsushima, Japan, March 5-8, 2007. Proceedings. red. / Shigeru Obayashi; Kalyanmoy Deb; Carlo Poloni; Tomoyuki Hiroyasu; Tadahiko Murata. Springer, 2007. s. 171-185 (Lecture notes in computer science, Bind 4403).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Structure optimization and isomorphisms. / Stagge, P.; Igel, Christian.
Theoretical aspects of evolutionary computing. red. / Leila Kallel; Bart Naudts; Alex Rogers. Bind Part II Springer, 2001. s. 409-422 (Natural Computing Series).Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › 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
- Udgivet
Support vector machines for active learning. / Kremer, Jan; Pedersen, Kim Steenstrup; Igel, Christian.
Second European Conference on Data Analysis: program & abstracts . 2014. s. 38.Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning
Synergies between evolutionary and neural computation. / Igel, Christian; Sendhoff, Bernhard.
ESANN 2005: 13th European Symposium on Artificial Neural Networks. D-side Publications, 2005. s. 241-252.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Task-dependent evolution of modularity in neural networks. / Hüsken, M.; Igel, Christian; Toussaint, M.
I: Connection Science, Bind 14, Nr. 3, 2002, s. 219-229.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
Task-dependent evolution of modularity in neural networks - a quantitative case study. / Hüsken, Michael; Igel, Christian; Toussaint, Marc.
GECCO 2001: proceedings of the Genetic and Evolutionary Computation Conference.. red. / Lee Spector; Erik Goodman. Morgan Kaufmann, 2001. s. 187-193.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
The German traffic sign recognition benchmark : a multi-class classification competition. / Stallkamp, Johannes; Schlipsing, Marc; Salmen, Jan; Igel, Christian.
Proceedings of the 2011 International Joint Conference on Neural Networks (IJCNN). IEEE, 2011. s. 1453-1460.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
The chaining syllogism in fuzzy logic. / Igel, Christian; Temme, K.-H.
I: IEEE Transactions on Fuzzy Systems, Bind 12, Nr. 6, 2004, s. 849-853.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
The flip-the-state transition operator for restricted Boltzmann machines. / Brügge, Kai; Fischer, Asja; Igel, Christian.
I: Machine Learning, Bind 93, Nr. 1, 2013, s. 53-69.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
The logarithmic hypervolume indicator. / Friedrich, Tobias; Bringmann, Karl; Voß, Thomas; Igel, Christian.
Proceedings of the 11th Workshop on Foundations of genetic algorithms : FOGA '11. red. / Hans-Georg Beyer; W. B. Langdon. Association for Computing Machinery, 2011. s. 81-91.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Towards exaggerated emphysema stereotypes. / Chen, Chen; Sørensen, Lauge; Lauze, Francois Bernard; Igel, Christian; Loog, Marco; Feragen, Aasa; de Bruijne, Marleen; Nielsen, Mads.
Medical Imaging 2012: Computer-Aided Diagnosis. red. / Bram van Ginneken; Carol L. Novak. SPIE - International Society for Optical Engineering, 2012. 83150Q (Proceedings of S P I E - International Society for Optical Engineering, Bind 7964). (Progress in Biomedical Optics and Imaging; Nr. 31, Bind 13).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Towards exaggerated image stereotypes. / Chen, Chen; Lauze, Francois Bernard; Igel, Christian; Feragen, Aasa; Loog, Marco; Nielsen, Mads.
Proceedings of The First Asian Conference on Pattern Recognition 2011, . 2011. s. 422-426.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
ID: 22657401
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Shape index descriptors applied to texture-based galaxy analysis
Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Udgivet -
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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