In this paper, principles and existing feature selection methods for classifying and clustering data be introduced. To that end, categorizing frameworks for finding selected subsets, namely, search-based and non-search based procedures as well as evaluation criteria and data mining tasks are discussed. In the following, a platform is developed as an intermediate step toward developing an intell...

The areas of planning, intelligent control and simulation have each spawned their own representational structures. Deliberative planning approaches found within AI are often rule based and simulation is often function based. Intelligent control approaches and the perceived need to integrate reactive control with deliberative planning has suggested an integration of modeling techniques; however,...

A well-known challenge of adaptive educational systems is the need to develop intelligent content, which is very time and expertise consuming. In traditional approaches a teacher is kept at a distance from intelligent authoring. This paper advocates the involvement of teachers in creating intelligent content. We are presenting an approach to the development of intelligent content as well as an ...

The emergence of intelligent buildings is founded on the rapid development of microcomputer and internet technology as well as the advance of information and communication technology. With the help of these technologies, office affairs have shifted from the traditional pattern of labor intense and large volume to the flexible, diverse, efficient, user-friendly, and highly reliable operations. M...

This chapter discusses the basic concepts of intelligent instrumentation and measurement systems based on the use of neural networks. The concept of intelligent measurement is introduced as a preliminary step in industrial applications to extract information concerning the monitored or controlled system or plant as well as the surrounding environment. Implementation of intelligent measurement s...

This editorial introduces the special issue of the Springer journal, Journal of Intelligent Manufacturing, on intelligent distributed production control. This special issue contains selected papers presented at the 13th IFAC Symposium on Information Control Problems in Manufacturing— INCOM’2009 (Bakhtadze and Dolgui 2009). The papers in this special issue were selected because of their high qua...

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1 Abstract Intelligent systems are nature-inspired, mathematically sound, computationally intensive problem solving tools and methodologies that have become extremely important for advancing the current trends in information technology. Artificially intelligent systems currently utilize computers to emulate various faculties of human intelligence and biological metaphors. They use a combination...

An important field of current research is that of the design and implementation of socalled “intelligent” human-machine interfaces (HMI). This article reviews a number of concepts concerning so-called “intelligent” interfaces, taking as its starting point the well-known ARCH model of HMI, with particular concern for the ability of such interfaces to be flexible, adaptive, tolerant of human erro...

This paper looks at a recipe for the construction of an intelligent Learning Management System from the perspective of a learning community focussed LMS research and development team. Four key ingredients; the Educational Activity Toolset, the Learning Object Library, the Adaptive Intelligent Agent and the Learning Community Agents, are defined and mixed well. However, this basic recipe only so...