4 papers
Short-term Wind Speed Forecasting for Power Integration in Smart Grids based on Hybrid LSSVM-SVMD Method
Ephrem Admasu Yekun, Alem H. Fitwib, Selvi Karpaga Subramaniand +2
Owing to its minimal pollution and efficient energy use, wind energy has become one of the most widely exploited renewable energy resources. The successful integration of wind powe…
Short-term Wind Speed Forecasting based on LSSVM Optimized by Elitist QPSO
Ephrem Admasu Yekun, Alem Haddush Fitwi, S. Karpaga Selvi +1
Nowadays, wind power is considered as one of the most widely used renewable energy applications due to its efficient energy use and low pollution. In order to maintain high integra…
Detecting Urban Dynamics Using Deep Siamese Convolutional Neural Networks
Ephrem Admasu Yekun, Petros Reda Samsom
Change detection is a fast-growing discipline in the areas of computer vision and remote sensing. In this work, we designed and developed a variant of convolutional neural network…
Student Performance Prediction with Optimum Multilabel Ensemble Model
Ephrem Admasu Yekun, Abrahaley Teklay
One of the important measures of quality of education is the performance of students in the academic settings. Nowadays, abundant data is stored in educational institutions about s…