Jens Nilsson (Former)

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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
Mark Gene expression profiling of leukemic cell lines reveals conserved molecular signatures among subtypes with specific genetic aberrations
Andersson, Anna ^LU ; Edén, Patrik ^LU ; Lindgren, David ^LU ; Nilsson, Jens ^LU ; Lassen, Carin ^LU ; Heldrup, Jesper ^LU ; Fontes, Magnus ^LU ; Borg, Åke ^LU ; Mitelman, Felix ^LU and Johansson, Bertil ^LU , et al. (2005) In Leukemia 19(6). p.1042-1050
- Contribution to journal › Article
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