In this paper, we propose a novel component-wise smoothing algorithm that constructs a hierarchy (or family) of smoothened log-likelihood surfaces. Our approach first smoothens th...
Industrial and building automation systems are more and more important in industry and buildings. New services and novel fields of application call for dependable systems. Two ver...
At present, with the expansion of information technologies at the industry, it is vital to implant proactive, self-managed systems that ensure continuous operation and, therefore,...
We present a novel approach for clustering sequences of multi-dimensional trajectory data obtained from a sensor network. The sensory time-series data present new challenges to da...
We describe a technique for speeding up inference for model-based abduction tasks that trades off inference time and/or space for the fraction of queries correctly answered. We co...