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. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  2. 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 tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  3. Udgivet

    Improved Alzheimer's disease diagnostic performance using structural MRI : validation of the MRI combination biomarker that won the CADDementia challenge . / Sørensen, Lauge; Lillholm, Martin; Pai, Akshay Sadananda Uppinakudru; Balas, Ioana; Anker, C.; Igel, Christian; Nielsen, Mads.

    I: Insights into Imaging, Bind 6, Nr. Supplement 1, B-0077, 2015.

    Publikation: Bidrag til tidsskriftKonferenceabstrakt i tidsskriftForskning

  4. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  5. 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 tidsskriftKonferenceabstrakt i tidsskriftForskning

  6. Udgivet

    Hippocampus MRI T1 texture's relation to established Alzheimer's disease biomarkers and prediction of progression. / Nielsen, Mads; Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Igel, Christian; Lillholm, Martin.

    2015. Abstract fra 101st Scientific Assembly and Annual Meeting of the Radiological Society of North America , Chicago, USA.

    Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

  7. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  8. Udgivet

    Nearest neighbor density ratio estimation for large-scale applications in astronomy. / Kremer, Jan; Gieseke, Fabian; Pedersen, Kim Steenstrup; Igel, Christian.

    I: Astronomy and Computing, Bind 12, 2015, s. 67-72.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  9. Udgivet

    Population Monte Carlo meets contrastive divergence learning. / Krause, Oswin; Fischer, Asja; Igel, Christian.

    Machine learning reports: Workshop New Challenges in Neural Computation 2015. red. / B. Hammer; M. Martinetz; T. Villmann. 2015. s. 93-94.

    Publikation: Bidrag til bog/antologi/rapportBidrag til rapportForskningfagfællebedømt

  10. 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/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  11. 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 tidsskriftKonferenceabstrakt i tidsskriftForskningfagfællebedømt

  12. 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/rapportKonferenceabstrakt i proceedingsForskningfagfællebedømt

  13. 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/rapportKonferenceabstrakt i proceedingsForskningfagfællebedømt

  14. 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 tidsskriftTidsskriftartikelForskningfagfællebedømt

ID: 22657401