On the 15th of June 2006, the PAMELA (Payload for Antimatter Matter Exploration and Light-
nuclei Astrophysics) satellite-borne experiment was launched onboard the Russian Resurs …

Many real‐world data mining applications have to deal with unlabeled streaming data. They
are unlabeled because the sheer volume of the stream makes it impractical to label a …

Precision measurements of the positron component in the cosmic radiation provide
important information about the propagation of cosmic rays and the nature of particle …

Ground-based gamma-ray astronomy has had a major breakthrough with the impressive
results obtained using systems of imaging atmospheric Cherenkov telescopes. Ground …

The very large collection area of ground-based γ-ray telescopes gives them a substantial
advantage over balloon or satellite based instruments in the detection of very-high-energy …

The paper describes an application of the tree classification method Random Forest (RF), as
used in the analysis of data from the ground-based gamma telescope MAGIC. In such …

We report about very high energy (VHE) γ-ray observations of the Crab Nebula with the
MAGIC telescope. The γ-ray flux from the nebula was measured between 60 GeV and 9 …

In recent years, Imaging Atmospheric Cherenkov Telescopes (IACTs) have discovered a rich
diversity of very high energy (VHE,> 100GeV) γ-ray emitters in the sky. These instruments …

This thesis contributes to the field of Bayesian machine learning. Familiarity with most of the
material in Bishop [2007], MacKay [2003] and Hastie et al.[2009] would thus be convenient …

Starburst galaxies exhibit in their central regions a highly increased rate of supernovae, the
remnants of which are thought to accelerate energetic cosmic rays up to energies of~ 1015 …