The use of artificial intelligence (AI) algorithms in various fields are becoming an integral part of our lives. While some people are opposed to their use others have embraced the technology and are using it. I am one of them. [6 min read]
DGA is a mechanism used by malware for establishing contact with the C2 channel. The idea behind this post is to show how to create a simple DGA using techniques for text generation. In particular, CNN using Keras and Tensorflow for R. This is the first part of a series of two. [6 min read]
The good old clustering analysis techniques present some differences when applied to time series. So many to discuss in one simple post. However, I will do my best to provide some examples of two basic approaches for doing time series analysis [6min read].
Nobody has doubts about the importance for humankind of the PANINI sticker album for the FIFA World Cup. From a mathematical point of view, several interesting questions arise. How much money do they need to spend? How many other collectors do they need to interact with? What if a sticker pack had 6 stickers instead of 4? Rodralez, from LABSIN developed an app for answering these and other questions [3min read].
Sometimes the standard splitting techniques used for testing your machine learning models can underestimate the generalization performance of the model. In this post, I expose some of the most common approaches for splitting your data beyond the classical random split approach. [5min read]
