Bayesian Optimization Improves Tissue-Specific Prediction of Active Regulatory Regions with Deep Neural Networks.
Luca CappellettiAlessandro PetriniJessica GliozzoElena CasiraghiMax SchubachMartin KircherGiorgio ValentiniPublished in: IWBBIO (2020)
Keyphrases
- neural network
- prediction accuracy
- optimization algorithm
- artificial neural networks to predict
- global optimization
- domain specific
- pattern recognition
- prediction model
- neural network ensemble
- tissue classification
- belief nets
- back propagation
- image regions
- three dimensional
- prediction algorithm
- posterior distribution
- optimization method
- feed forward
- maximum likelihood
- artificial neural networks
- high level
- genetic algorithm
- posterior probability
- multilayer perceptron
- self organizing maps
- bayesian inference
- prediction error
- fault diagnosis
- multi layer perceptron
- image features
- highly non linear