Roland Nilsson

Orcid: 0000-0002-6020-7498

According to our database¹, Roland Nilsson authored at least 11 papers between 2006 and 2022.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of five.

Timeline

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PhD thesis

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2022

Validation-based model selection for 13C metabolic flux analysis with uncertain measurement errors.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2022

2010

On the Complexity of Discrete Feature Selection for Optimal Classification.

[BibT_eX]

[DOI]

José M. Peña

Roland Nilsson

IEEE Trans. Pattern Anal. Mach. Intell., 2010

2009

An Algorithm for Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2009

On reliable discovery of molecular signatures.

[BibT_eX]

[DOI]

Roland Nilsson

Johan Björkegren

Jesper Tegnér

BMC Bioinform., 2009

2007

Statistical Feature Selection : With Applications in Life Science.

[BibT_eX]

[DOI]

Roland Nilsson

PhD thesis, 2007

Consistent Feature Selection for Pattern Recognition in Polynomial Time.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2007

Towards scalable and data efficient learning of Markov boundaries.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2007

Detecting multivariate differentially expressed genes.

[BibT_eX]

[DOI]

BMC Bioinform., 2007

2006

Identifying the Relevant Nodes Without Learning the Model.

[BibT_eX]

[DOI]

Proceedings of the UAI '06, 2006

Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity.

[BibT_eX]

[DOI]

Proceedings of the Third European Workshop on Probabilistic Graphical Models, 2006

Evaluating Feature Selection for SVMs in High Dimensions.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2006, 2006

Roland Nilsson

Timeline

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