SI: methodologies for intelligent systems

Evaluation Methodologies for Intelligent Tutoring Systems

As intelligent tutoring system (ITS) issues are investigated and intelligent tutoring systems are developed, evaluation methodology becomes important. Basic researchers, system developers, and educators working with ITS all have motives for becoming involved in ITS evaluation. In formative evaluation, researchers examine a system under development, to identify problems and guide modifications. ...

Intelligent Control Systems Using Soft Computing Methodologies

Intelligent knowledge-based models and methodologies for complex information systems

Complex information systems require more and more advanced knowledge representation, management, and discovery tools and techniques, which converge in a collection of intelligent knowledge-based models and methodologies of emerging interest to research communities. This poses new challenges on the issue of devising innovative methodologies and paradigms in the context of a broad framework encom...

Intelligent Systems for Machine Olfaction: Tools and Methodologies

The method presented in this chapter computes an estimate of the location of a single gas source from a set of localized gas sensor measurements. The estimation process consists of three steps. First, a statistical model of the time-averaged gas distribution is estimated in the form of a two-dimensional grid map. In order to compute the gas distribution grid map the Kernel DM algorithm is appli...

Engineering Evolutionary Intelligent Systems: Methodologies, Architectures and Reviews

Designing intelligent paradigms using evolutionary algorithms is getting popular due to their capabilities in handling several real world problems involving complexity, noisy environment, imprecision, uncertainty and vagueness. In this Chapter, we illustrate the various possibilities for designing intelligent systems using evolutionary algorithms and also present some of the generic evolutionar...