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Multicellular biofilms are an ancient bacterial adaptation that offers a protective environment for survival in hostile habitats. In microaerophilic organisms such as Campylobacter, biofilms play a key role in transmission to humans as the bacteria are exposed to atmospheric oxygen concentrations when leaving the reservoir host gut. Genetic determinants of(More)
—In this paper we apply a specific machine learning technique for classification of normal and not-normal operation of RF (Radio Frequency) power generators. Pre-processing techniques using FFT and bandpower convert time-series system signatures into single feature vectors. These feature vectors are modeled using k-component Mixture of Gaussians (MoG) where(More)
Solving the problem of integrating several independent systems to work intelligently and autonomously together has been an important task for an area called System of Systems (SoS). Currently there are initiatives in large-scale systems utilizing a SoS approach, such as Internet and Ballistic Missile Defense systems. In this work, a smaller, yet complex(More)
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