Preface The past few years have witnessed a tremendous interest in logic-based probabilistic learning as testified by the number of formalisms and systems and their applications. Logic-based proba-bilistic learning is a multidisciplinary research area that integrates relational or logic formalisms, probabilistic reasoning mechanisms, and machine learning and data mining principles. Logic-based ...

Preface The past few years have witnessed a tremendous interest in logic-based probabilistic learning as testified by the number of formalisms and systems and their applications. Logic-based probabilistic learning is a multidisciplinary research area that integrates relational or logic formalisms, probabilistic reasoning mechanisms, and machine learning and data mining principles. Logic-based p...

The RD12 TTCmi provides a standard interface between the LHC machine timing which is broadcast from the Prevessin Control Room (PCR) and the TTC distribution systems of the individual LHC experiments. The TTCmi consists of a minicrate (see Fig. 1) containing a number of modules which are configured to suit the requirements of the TTC system of the LHC experiment. The modules are interconnected ...

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In most kernel based machine learning algorithms and non-parametric statistics the key computational task is to compute a linear combination of local kernel functions centered on the training data, i.e., f(x) = ∑N i=1 qik(x, xi), which is the discrete Gauss transform for the Gaussian kernel. f is the regression/classification function in case of regularized least squares, Gaussian process regre...

Browsing the Web is usually a lonely task. People visit sites, collect information and are not aware of other people looking at the same material, people with whom they could exchange experiences and ideas about the subject they are looking at. A Collaborative Browsing System (CoBrow) [13] has been developed to bring awareness to the World Wide Web. CoBrow users can see other people looking at ...

We describe a tool that formally verifies ANSI-C programs. The tool implements a technique called Bounded Model Checking (BMC). In BMC, the transition relation for a complex state machine and its specification are jointly unwound to obtain a Boolean formula, which is then checked for satisfiability by using a SAT procedure. The tool supports all ANSI-C integer operators and all pointer construc...