Roland Nilsson

ORCID

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 1

Top Venues

PLoS Comput. Biol.

Linköping University, Sweden (PHD)

Education History

Linköping University, Sweden

PHD

Publications

Nicolas Sundqvist, Nina Grankvist, Jeramie Watrous, Jain Mohit, Roland Nilsson, Gunnar Cedersund
Validation-based model selection for 13C metabolic flux analysis with uncertain measurement errors. PLoS Comput. Biol. 18 (4) (2022)
José M. Peña, Roland Nilsson, Johan Björkegren, Jesper Tegnér
Identifying the Relevant Nodes Without Learning the Model. CoRR (2012)
José M. Peña, Roland Nilsson
On the Complexity of Discrete Feature Selection for Optimal Classification. IEEE Trans. Pattern Anal. Mach. Intell. 32 (8) (2010)
Roland Nilsson, Johan Björkegren, Jesper Tegnér
On reliable discovery of molecular signatures. BMC Bioinform. 10 (2009)
José M. Peña, Roland Nilsson, Johan Björkegren, Jesper Tegnér
An Algorithm for Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity. J. Mach. Learn. Res. 10 (2009)
José M. Peña, Roland Nilsson, Johan Björkegren, Jesper Tegnér
Towards scalable and data efficient learning of Markov boundaries. Int. J. Approx. Reason. 45 (2) (2007)
Roland Nilsson, José M. Peña, Johan Björkegren, Jesper Tegnér
Detecting multivariate differentially expressed genes. BMC Bioinform. 8 (2007)
Roland Nilsson, José M. Peña, Johan Björkegren, Jesper Tegnér
Consistent Feature Selection for Pattern Recognition in Polynomial Time. J. Mach. Learn. Res. 8 (2007)
José M. Peña, Roland Nilsson, Johan Björkegren, Jesper Tegnér
Identifying the Relevant Nodes Without Learning the Model. UAI (2006)
José M. Peña, Roland Nilsson, Johan Björkegren, Jesper Tegnér
Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity. Probabilistic Graphical Models (2006)
Roland Nilsson, José M. Peña, Johan Björkegren, Jesper Tegnér
Evaluating Feature Selection for SVMs in High Dimensions. ECML (2006)

Roland Nilsson.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Roland Nilsson