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2017
Mark BundleMAP : Anatomically localized classification, regression, and hypothesis testing in diffusion MRI
Khatami, Mohammad ; Schmidt-Wilcke, Tobias ; Sundgren, Pia C. ^LU ; Abbasloo, Amin ; Schölkopf, Bernhard and Schultz, Thomas (2017) In Pattern Recognition 63. p.593-600
- Contribution to journal › Article
2008
Mark Manifold Learning in Computational Biology
Nilsson, Jens ^LU (2008)
- Thesis › Doctoral thesis (compilation)
2007
Mark Regression on manifolds using kernel dimension reduction
Nilsson, Jens ^LU ; Sha, Fei and Jordan, Michael I. (2007) 24th International Conference on Machine Learning, ICML 2007 227. p.697-704
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark A circuit framework for robust manifold learning
Nilsson, Jens ^LU and Andersson, Fredrik ^LU (2007) In Neurocomputing 71(1-3). p.323-332
- Contribution to journal › Article
2006
Mark Nonlinear dimensionality reduction of gene expression data
Nilsson, Jens ^LU (2006)
- Thesis › Licentiate thesis
2005
Mark Nonlinear dimensionality reduction using circuit models
Andersson, Fredrik ^LU and Nilsson, Jens ^LU (2005) 14th Scandinavian Conference on Image Analysis, SCIA 2005 3540. p.950-959
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2004
Mark Approximate geodesic distances reveal biologically relevant structures in microarray data
Nilsson, Jens ^LU ; Fioretos, Thoas ^LU ; Höglund, Mattias ^LU and Fontes, Magnus ^LU (2004) In Bioinformatics 20(6). p.874-880
- Contribution to journal › Article

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