A Comprehensive Overview of Clustering Algorithms in Pattern Recognition

A Comprehensive Overview of Basic Clustering Algorithms

A survey of fuzzy clustering algorithms for pattern recognition. II

Clustering algorithms aim at modeling fuzzy (i.e., ambiguous) unlabeled patterns efficiently. Our goal is to propose a theoretical framework where the expressive power of clustering systems can be compared on the basis of a meaningful set of common functional features. Part I of this paper reviews the following issues related to clustering approaches found in the literature: relative (probabili...

Application of Pattern Recognition Algorithms for Clustering Power System to Voltage Control Areas and Comparison of Their Results

Finding the collapse susceptible portion of a power system is one of the purposes of voltage stability analysis. This part which is a voltage control area is called the voltage weak area. Determining the weak area and adjecent voltage control areas has special importance in the improvement of voltage stability. Designing an on-line corrective control requires the voltage weak area to be determi...

Application of Pattern Recognition Algorithms for Clustering Power System to Voltage Control Areas and Comparison of Their Results

Finding the collapse susceptible portion of a power system is one of the purposes of voltage stability analysis. This part which is a voltage control area is called the voltage weak area. Determining the weak area and adjecent voltage control areas has special importance in the improvement of voltage stability. Designing an on-line corrective control requires the voltage weak area to be determi...

Overview of a pattern recognition system

The purpose of this chapter is to introduce a few components that are common to most (if not all) pattern recognition or machine learning systems, including a few key concepts and building blocks. Some commonly encountered issues are also discussed. We will use face recognition as an example to introduce these components, and use the nearest neighbor classifier as a simple solution to the face ...