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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "NeuralSens" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'NeuralSens: Sensitivity Analysis of Neural Networks'
version: 1.1.3
doi: 10.18637/jss.v102.i07
identifiers:
- type: doi
  value: 10.32614/CRAN.package.NeuralSens
abstract: Analysis functions to quantify inputs importance in neural network models.
  Functions are available for calculating and plotting the inputs importance and obtaining
  the activation function of each neuron layer and its derivatives. The importance
  of a given input is defined as the distribution of the derivatives of the output
  with respect to that input in each training data point <https://doi.org/10.18637/jss.v102.i07>.
authors:
- family-names: Portela González
  given-names: José
  email: Jose.Portela@iit.comillas.edu
- family-names: Muñoz San Roque
  given-names: Antonio
  email: antonio.munoz@iit.comillas.edu
- family-names: Pizarroso Gonzalo
  given-names: Jaime
  email: jpizarroso@comillas.edu
preferred-citation:
  type: article
  title: 'NeuralSens: Sensitivity Analysis of Neural Networks'
  authors:
  - family-names: Pizarroso
    given-names: Jaime
    email: Jaime.Pizarroso@iit.comillas.edu
  - family-names: Portela
    given-names: Jos\'e
    email: jose.portela@iit.comillas.edu
  - family-names: Mu\~noz
    given-names: Antonio
    email: Antonio.Munoz@iit.comillas.edu
  journal: Journal of Statistical Software
  year: '2022'
  volume: '102'
  issue: '7'
  doi: 10.18637/jss.v102.i07
  start: '1'
  end: '36'
repository: https://jaipizgon.r-universe.dev
repository-code: https://github.com/JaiPizGon/NeuralSens
commit: 63fbf3b5fc4418c56c7ea0a191c920a003ab20c1
url: https://jaipizgon.github.io/NeuralSens/
contact:
- family-names: Pizarroso Gonzalo
  given-names: Jaime
  email: jpizarroso@comillas.edu