Abstract We present an extensible encoding of object-oriented data models into higherorder logic (HOL). Our encoding is supported by a datatype package that leverages the use of th...
: Large portion of embedded system development process is the integration of hardware and software. Unfortunately, the communication across the hardware/software boundary is tediou...
This paper introduces a generic theoretical framework for predictive learning, and relates it to data-driven and learning applications in earth and environmental sciences. The iss...
Vladimir Cherkassky, Vladimir M. Krasnopolsky, Dim...
We present a novel approach to dealing with overfitting in black-box models. It is based on the leverages of the samples, i.e. on the influence that each observation has on the pa...
: In this paper we show how design-level aspects can be used to develop high integrity systems. In our approach, a system designer must first identify the specific mechanisms requi...