Wind Speed Prediction with Spatio–Temporal Correlation: A Deep Learning Approach

An Efficient Approach to Power System Uncertainty Analysis With High-Dimensional Dependencies

(2018) Yi Wang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Analytical Assessment for Transient Stability Under Stochastic Continuous Disturbances

(2018) Ping Ju et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Optimizing the efficiency of deep learning through accelerator virtualization

(2017) M. Gschwind et al.   IBM JOURNAL OF RESEARCH AND DEVELOPMENT

Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification

(2017) Justin Salamon et al.   IEEE SIGNAL PROCESSING LETTERS

Rough Deep Neural Architecture for Short-Term Wind Speed Forecasting

(2017) Mahdi Khodayar et al.   IEEE Transactions on Industrial Informatics

An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition

(2017) Baoguang Shi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multi-Layer Interaction Graph for Analysis and Mitigation of Cascading Outages

(2017) Wenyun Ju et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Deep Learning for Consumer Devices and Services: Pushing the limits for machine learning, artificial intelligence, and computer vision.

(2017) Joe Lemley et al.   IEEE Consumer Electronics Magazine

Deep belief network based deterministic and probabilistic wind speed forecasting approach

(2016) H.Z. Wang et al.   APPLIED ENERGY

Schedulability Analysis of Conditional Parallel Task Graphs in Multicore Systems

(2016) Alessandra Melani et al.   IEEE TRANSACTIONS ON COMPUTERS

Transfer learning for short-term wind speed prediction with deep neural networks

(2016) Qinghua Hu et al.   RENEWABLE ENERGY

Two Machine Learning Approaches for Short-Term Wind Speed Time-Series Prediction

(2016) Ronay Ak et al.   IEEE Transactions on Neural Networks and Learning Systems

The Wind Integration National Dataset (WIND) Toolkit

(2015) Caroline Draxl et al.   APPLIED ENERGY

Predictive Deep Boltzmann Machine for Multiperiod Wind Speed Forecasting

(2015) Chun-Yang Zhang et al.   IEEE Transactions on Sustainable Energy

A Comparative Study of Empirical Mode Decomposition-Based Short-Term Wind Speed Forecasting Methods

(2015) Ye Ren et al.   IEEE Transactions on Sustainable Energy

Pattern-Based Wind Speed Prediction Based on Generalized Principal Component Analysis

(2014) Qinghua Hu et al.   IEEE Transactions on Sustainable Energy

Wind Power Forecasts Using Gaussian Processes and Numerical Weather Prediction

(2013) Niya Chen et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Impact of Wind Forecast Error Statistics Upon Unit Commitment

(2012) Colm Lowery et al.   IEEE Transactions on Sustainable Energy

Short-term prediction of wind power with a clustering approach

(2010) Andrew Kusiak et al.   RENEWABLE ENERGY

Statistical modelling of directional wind speeds using mixtures of von Mises distributions: Case study

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Wind speed spatial estimation for energy planning in Sicily: Introduction and statistical analysis

(2007) M. Cellura et al.   RENEWABLE ENERGY