Our world is increasingly data-driven. The growth and value of data continue to exceed all predictions. Potential for business opportunity, economic growth, scientific discovery, ...
With technology scaling, power dissipation and localized heating in global and semi-global bus wires are becoming increasingly important, and this necessitates the development of ...
This article presents the ways of identification, selection and transformation of the data into other structures. Relation selection and transformation may change data quantity and...
The presence of autocorrelation provides a strong motivation for using relational learning and inference techniques. Autocorrelation is a statistical dependence between the values...
Many social networks can be characterized by a sequence of dyadic interactions between individuals. Techniques for analyzing such events are of increasing interest. In this paper,...