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2020 – today
- 2022
[j7]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)
2010 – 2019
- 2012
- [i1]José M. Peña, Roland Nilsson, Johan Björkegren, Jesper Tegnér:
Identifying the Relevant Nodes Without Learning the Model. CoRR abs/1206.6847 (2012) - 2010
- [j6]José M. Peña, Roland Nilsson:
On the Complexity of Discrete Feature Selection for Optimal Classification. IEEE Trans. Pattern Anal. Mach. Intell. 32(8): 1517-1522 (2010)
2000 – 2009
- 2009
- [j5]Roland Nilsson, Johan Björkegren, Jesper Tegnér:
On reliable discovery of molecular signatures. BMC Bioinform. 10 (2009) - [j4]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: 1071-1094 (2009) - 2007
- [b1]Roland Nilsson:
Statistical Feature Selection : With Applications in Life Science. Linköping University, Sweden, 2007 - [j3]Roland Nilsson, José M. Peña, Johan Björkegren, Jesper Tegnér:
Detecting multivariate differentially expressed genes. BMC Bioinform. 8 (2007) - [j2]José M. Peña, Roland Nilsson, Johan Björkegren, Jesper Tegnér:
Towards scalable and data efficient learning of Markov boundaries. Int. J. Approx. Reason. 45(2): 211-232 (2007) - [j1]Roland Nilsson, José M. Peña, Johan Björkegren, Jesper Tegnér:
Consistent Feature Selection for Pattern Recognition in Polynomial Time. J. Mach. Learn. Res. 8: 589-612 (2007) - 2006
- [c3]Roland Nilsson, José M. Peña, Johan Björkegren, Jesper Tegnér:
Evaluating Feature Selection for SVMs in High Dimensions. ECML 2006: 719-726 - [c2]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: 247-254 - [c1]José M. Peña, Roland Nilsson, Johan Björkegren, Jesper Tegnér:
Identifying the Relevant Nodes Without Learning the Model. UAI 2006
Coauthor Index
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