Deep Learning for Inferring the Surface Solar Irradiance from Sky Imagery

no code implementations • 23 Dec 2018 • Mehdi Zakroum, Mounir Ghogho, Mustapha Faqir, Mohamed Aymane Ahajjam

If the sky is classified as cloudy, we propose to use a deep neural network having as input features the PCNP to predict intra-hour variability of the solar irradiance.

Clustering

Exploratory Data Analysis of a Network Telescope Traffic and Prediction of Port Probing Rates

no code implementations • 23 Dec 2018 • Mehdi Zakroum, Abdellah Houmz, Mounir Ghogho, Ghita Mezzour, Abdelkader Lahmadi, Jérôme François, Mohammed El Koutbi

Understanding the properties exhibited by large scale network probing traffic would improve cyber threat intelligence.