Exploring uncertainty in regression neural networks for construction of prediction intervals

Calibrated Prediction Intervals for Neural Network Regressors

(2018) Gil Keren et al.   IEEE Access

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Predicting effects of noncoding variants with deep learning–based sequence model

(2015) Jian Zhou et al.   NATURE METHODS

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Dealing with Uncertainty: A Survey of Theories and Practices

(2012) Yiping Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals

(2010) A Khosravi et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Construction of Optimal Prediction Intervals for Load Forecasting Problems

(2010) Abbas Khosravi et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Aleatory or epistemic? Does it matter?

(2008) Armen Der Kiureghian et al.   STRUCTURAL SAFETY