Purpose: Considering the importance of aesthetic education in students, the purpose of this study was the aesthetic education of elementary school students: analysis of dimensions and components with a qualitative approach. Methodology: This research in terms of purpose was applied and in terms of implementation method was qualitative from type of exploratory inductive. The research population...

Principal components analysis is a well-known statistical method in dealing with large dependent data sets. It is also used in functional data for both purposes of data reduction as well as variation representation. On the other hand "handwriting" is one of the objects, studied in various statistical fields like pattern recognition and shape analysis. Considering time as the argument,...

Although research supports the use of whole-body vibration (WBV) to improve neuromuscular performance, the mechanisms for these improvements remain unclear. The purpose of this study was to identify the effect of WBV on the spectral properties of electrically evoked H-reflex recordings in the soleus (SOL) muscle. The H-reflex recordings were measured in the SOL muscle of 20 participants before ...

Wyner’s common information is a measure that quantifies and assesses the commonality between two random variables. Based on this, we introduce novel two-step procedure to construct features from data, referred as Common Information Components Analysis (CICA). The first step can be interpreted an extraction of information. second form back-projection onto original variables, leading extracted fe...

We introduce a framework for the application of independent component analysis (ICA) to functional magnetic resonance (fMRI) data. We present a model for the task with two main sections: data generation (synthesis) and data processing (analysis) and give examples of how such a model can be utilized in fMRI analysis. We assume a generative model for the data involving 1) the signal being measure...

information on water quality and pollution sources is important for the implementation of sustainable water resource management strategies. in this research, to evaluate spatial variation and the interpretation of large complex water quality data taken at seven different sites along the gorganrood river were subjected to multivariate statistical analysis. the factor analysis generated two signi...

Architecture can be defined as the fundamental organization of a system and the principles governing its design and evolution (IEEE 2000). While design representation issues like meta-modeling and notations have been intensely discussed in Enterprise Architecture (EA), design activity issues are often neglected. This is surprising because EA principles play an important role in practice. As a c...