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However, a still unsolved issue is the automatic abstraction of generic compounds (Markush structures).
The stabilizers are trained with and without applying the automatic abstraction of state space.
An automatic abstraction method for state space is proposed by using the Gauss basis function and inner evaluation indexes to speed up the learning process.
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Our approach provides concepts and tool support for the semi-automatic abstraction of architecture component and connector views from implemented systems and keeping the abstracted architecture models up-to-date during software evolution.
Consequently, semi-automatic abstraction of complex data within structured information spaces becomes increasingly important, if its knowledge content is to support intuitive, exploratory discovery.
The 0.5% manual data entry error rate is well below the reported 10% error rate for manual data extraction using a paper intermediate [ 5], but still underscores the importance of designing systems to electronically collect and integrate research data and the benefit of automatic data abstraction whenever feasible.
Automatic clustering allows abstraction of the DSMC algorithm from the physical system of the problem in question.
It provides a 3D multiuser collaborative software modeling environment with automatic object-class abstraction, class diagram generation, and C++ skeleton generation facilities for assisting Object-Oriented software development.
We address the problem of large-scale metabolic model visualization by combining meaningful decomposition into modules with automatic multi-level abstraction.
In this paper we present an automatic combination of abstraction-refinement by which we translate a VHDL model describing a state system to an initial equivalent abstract system described by SMV to explore its state space to verify CTL properties.
An automatic system for input abstraction generates PLC programs automatically from demonstrated behavior.
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