Short-term wind speed interval prediction using improved quality-driven loss based gated multi-scale convolutional sequence model

An overview of gradient descent optimization algorithms

Sebastian Ruder · arXiv (Cornell University) · 2016 · 4.8K citations · Full text

Computing, Computer Science, Algorithms +15

Machine Learning With Big Data: Challenges and Approaches

Alexandra L’Heureux, Katarina Grolinger, Hany F. ElYamany et al. · IEEE Access · 2017 · 1K citations · Full text

Computing, Computer Science, Big Data Analytics +4

ARMA based approaches for forecasting the tuple of wind speed and direction

Ergin Erdem, Jing Shi · Applied Energy · 2010 · 906 citations

Natural Sciences, Meteorology, Forecasting +10

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

Abbas Khosravi, Saeid Nahavandi, Doug Creighton et al. · IEEE Transactions on Neural Networks · 2010 · 746 citations

Computing, Data Science, Forecasting +16

The Wind Integration National Dataset (WIND) Toolkit

Caroline Draxl, Andrew Clifton, Bri‐Mathias Hodge et al. · Applied Energy · 2015 · 708 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +10