Nature

Optimal active unsupervised fault detection in cascaded h-bridge inverters based on machine learning

Nowadays, many different industries are using more Power Electronic (PELS) devices, in which Multi-Level Inverters (MLI) are not as an exception. Thus, these devices are gaining popularity in the ...
Nature

Robust IoT security using isolation forest and one class SVM algorithms

The rapid growth of cloud computing and the Internet of Things (IoT) has increased the exposure of IoT devices to cyber-attacks due to their resource limitations and lack of standardized security ...
International Monetary Fund

GDP Nowcasting Performance of Traditional Econometric Models vs Machine-Learning Algorithms: Simulation and Case Studies

Are Machine Learning (ML) algorithms superior to traditional econometric models for GDP nowcasting in a time series setting? Based on our evaluation of all models from both classes ever used in ...
Visual Studio Magazine

Predicting the Future Using Azure Machine Learning

The ability to anticipate what comes next has long been a competitive advantage -- one that's increasingly within reach for developers and organizations alike, thanks to modern cloud-based machine ...