Making deep neural networks right for the right scientific reasons by interacting with their explanations.
Patrick SchramowskiWolfgang StammerStefano TesoAnna BruggerFranziska HerbertXiaoting ShaoHans-Georg LuigsAnne-Katrin MahleinKristian KerstingPublished in: Nat. Mach. Intell. (2020)
Keyphrases
- neural network
- artificial neural networks
- neural network model
- scientific data
- fuzzy logic
- fuzzy systems
- multi layer
- neural nets
- feed forward
- pattern recognition
- bayesian networks
- decision trees
- science education
- genetic algorithm
- multi layer perceptron
- deep learning
- scientific disciplines
- generating explanations
- fault diagnosis
- self organizing maps
- back propagation
- social networks
- information retrieval
- machine learning
- data mining