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
- 2015
- Udgivet
A bound for the convergence rate of parallel tempering for sampling restricted Boltzmann machines. / Fischer, Asja; Igel, Christian.
I: Theoretical Computer Science, Bind 598, 2015, s. 102-117.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
A more efficient rank-one covariance matrix update for evolution strategies. / Krause, Oswin; Igel, Christian.
Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII. Association for Computing Machinery, 2015. s. 129-136.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Assessing breast cancer masking risk in full field digital mammography with automated texture analysis. / Kallenberg, Michiel Gijsbertus J; Lillholm, Martin; Diao, Pengfei; Holland, Katharina; Karssemeijer, Nico; Igel, Christian; Nielsen, Mads.
7th International Workshop on Breast Densitometry and Cancer Risk Assessment (Non-CME). University of California, 2015. s. 109.Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning › fagfællebedømt
- Udgivet
Assessing breast cancer masking risk with automated texture analysis in full field digital mammography. / Kallenberg, Michiel Gijsbertus J; Lillholm, Martin; Diao, Pengfei; Petersen, Kersten; Holland, Katharina; Karssemeijer, Nico; Igel, Christian; Nielsen, Mads.
Breast Imaging and Interventional. Radiological Society of North America, Inc, 2015. s. 218.Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning › fagfællebedømt
- Udgivet
Automated texture scoring for assessing breast cancer masking risk in full field digital mammography. / Kallenberg, Michiel Gijsbertus J; Petersen, Peter Kersten; Lillholm, Martin; Jørgensen, Dan Richter; Diao, Pengfei; Holland, Katharina; Karssemeijer, Nico; Igel, Christian; Nielsen, Mads.
I: Insights into Imaging, Bind 6, Nr. 1, Supplement, B-0212, 2015.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Automatic galaxy classification via machine learning techniques : Parallelized rotation/flipping INvariant Kohonen maps (PINK). / Polsterer, Kai Lars; Gieseke, Fabian Cristian; Igel, Christian.
Astronomical Data Analysis Software and Systems: Proceedings of a meeting held at Calgary, Alberta, Canada 5-9 October 2014. red. / A.R. Taylor; E. Rosolowsky. Bind 24 Astronomical Society of the Pacific, 2015. s. 81-86 (ASP Conference Series, Bind 495).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Computational complexity of linear large margin classification with ramp loss. / Maibing, Søren Frejstrup; Igel, Christian.
Proceedings of the 18th International Conference on Artificial Intelligence and Statistics (AISTATS) 2015. red. / Guy Lebanon; S. V. N. Vishwanathan. 2015. s. 259-267 (JMLR: Workshop and Conference Proceedings, Bind 38).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
High-school dropout prediction using machine learning : a Danish large-scale study. / Şara, Nicolae-Bogdan; Halland, Rasmus; Igel, Christian; Alstrup, Stephen.
Proceedings. ESANN 2015: 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. red. / Michel Verleysen. i6doc.com, 2015. s. 319-324.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Hippocampal MRI texture is related to hippocampal glucose metabolism. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Igel, Christian; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 11, Nr. 7, Supplement, IC-P-077, 2015, s. P55-P56.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Hippocampal texture predicts ad conversion in amyloid positive mild cognitively impaired subjects. / Nielsen, Mads; Igel, Christian; Sørensen, Lauge.
I: Neurodegenerative Diseases, Bind 15, Nr. Suppl. 1, ADPD5-0947, 2015, s. 262.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning
ID: 22657401
Flest downloads
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4184
downloads
Shape index descriptors applied to texture-based galaxy analysis
Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Udgivet -
2317
downloads
Buffer k-d trees: processing massive nearest neighbor queries on GPUs
Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Udgivet -
1083
downloads
Fast training of multi-class support vector machines
Publikation: Bog/antologi/afhandling/rapport › Rapport › Forskning
Udgivet