Determining the Significance of Protein Network Features and Attributes Using Permutation Testing.
Sign Up to like & getrecommendations! Published in 2017 at "Methods in molecular biology"
DOI: 10.1007/978-1-4939-6740-7_15
Abstract: Network analysis methods are increasing in popularity. An approach commonly applied to analyze proteomics data involves the use of protein-protein interaction (PPI) networks to explore the systems-level cooperation between proteins identified in a study. In… read more here.
Keywords: protein; protein interaction; network; significance protein ... See more keywords
Determining significance of input neurons for probabilistic neural network by sensitivity analysis procedure
Sign Up to like & getrecommendations! Published in 2018 at "Computational Intelligence"
DOI: 10.1111/coin.12149
Abstract: In classical feedforward neural networks such as multilayer perceptron, radial basis function network, or counter‐propagation network, the neurons in the input layer correspond to features of the training patterns. The number of these features may… read more here.
Keywords: network; input; procedure; determining significance ... See more keywords