Classification: a Holistic View
نویسندگان
چکیده
Classification is the grouping of objects according to their characteristics. Scientists use classification system to organize information into logically related chunks so that it will be easy to analyze and evaluate. There are various classification techniques ranging from simple techniques such as Rule based and Nearest-Neighbour classifiers to more advanced techniques such as Support Vector Machine (SVM). This paper reviews some of the mostly used classification techniques along with their relative advantages and areas of application.
منابع مشابه
مقایسه روشهای شناسایی نوع و مدل وسیله نقلیه با رویکرد کلینگر و جزئینگر و ارائه یک رویکرد جدید
After vehicle detection and vehicle type recognition, it is vehicle make and model recognition (VMMR) that has attracted researchers attention in the last decade. Due to the large number of classes and small inner-class distance, this problem is known as a hard classification problem. In this paper, a comparison between holistic and part-based approaches has been made and most of the previou...
متن کاملHolistic View in Medicine
Modern medicine was born in modernism period around two centuries ago with materialistic view in general and pure biologic approach to health and disease. This new kind of approach was based on the wide spread philosophic view of that era especially the hypotheses of Claude Bernard. As our understanding of human biology has tremendously progressed, and the emergence of postmodernism era has o...
متن کاملA Holistic View for Finite-State Modeling and Testing of User Interactions
With the growing complexity of computer-based systems, their user interfaces, which are mostly realized graphically, also become more complex. Accordingly, the test and analysis process becomes more tedious and costly as well. The present paper introduces a holistic view of fault modeling that can be carried out as a complementary step to system modeling, thus specifying both the desirable and ...
متن کاملLean Models Classification: Towards a Holistic View
The purpose of this paper is to present a classification of Lean models which aims to capture all the concepts related to this approach and thus facilitate its implementation. This classification allows the identification of the most relevant models according to several dimensions. From this perspective, we present a review and an analysis of Lean models literature and we propose dimensions for...
متن کاملOn Classification from Outlier View
Classification is the basis of cognition. Unlike other solutions, this study approaches it from the view of outliers. We present an expanding algorithm to detect outliers in univariate datasets, together with the underlying foundation. The expanding algorithm runs in a holistic way, making it a rather robust solution. Synthetic and real data experiments show its power. Furthermore, an applicati...
متن کامل