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This study highlighted the use of Cluster analysis approach to classify the participants' Learning Style (LS) based on the EEG brain asymmetry (BA) dataset. BA is importance to indicate brain activity in both right hemisphere (RH) and left hemisphere (LH). The RH and LH dominant states are closely related to human learning traits such as Attention, Perception and Emotions. In this research, we determine...
The problem of classification of terrestrial landscapes and aquatories basing on the remote measurements is one of important among them. Various algorithms of the theory of images recognition, statistical decisions and cluster analysis are used to solve this problem. The problem of recognition consists in the divide of some group of objects by classes with the certain requirements. The objects having...
The method of cluster analysis is usually adopted in spatial data mining research, and this paper studies the theory of the two popular methods of cluster analysis, investigates the interesting ratio of 108 features and attributes in spatial database, uses these two methods respectively to analyze the statistics data and compare the two analysis to get the close results, at last, classifies the current...
The basic scheme of collection and processing of the information in geoinformation monitoring system recognizes that effective monitoring of investigated object is possible under complex use of methods of simulation modeling, collection and processing of the information . One of the basic tasks of geoinformation monitoring of an environment is automation of data processing of measurements with the...
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