  The purpose of this Conference is to present the main lines of base projects
that are founded on research already begun in previous years. In this sense,
this manuscript will present the main lines of research in Diabetes Mellitus
type 1 and Machine Learning techniques in an Internet of Things environment, so
that we can summarize the future lines to be developed as follows: data
collection through biosensors, massive data processing in the cloud,
interconnection of biodevices, local computing vs. cloud computing, and
possibilities of machine learning techniques to predict blood glucose values,
including both variable selection algorithms and predictive techniques.
