Simulation Study using Average Difference Algorithm to Analyze the Outlierness Degree of Spatial Observations

机译：平均差算法分析空间观测的差异程度的仿真研究

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Attribute values are the main elements in calculating degree of outlierness of spatial objects. The problem arises when the spatial outliers with extreme values are the nearest neighbors of a central object. In this study, several scenarios are simulated to verify the effect of spatial outliers’ extreme values to the degree of outlierness of its nearest neighbors, based on Average Difference Algorithm. The results confirmed the effect can lead to falsely detected spatial outliers. The algorithm detect the true spatial outliers correctly if their values are three sigma away from the mean attribute values of its nearest neighbors.

机译：属性值是计算空间对象的差异程度的主要元素。当具有极端值的空间异常值是中心对象的最近邻居时，出现了问题。在这项研究中，模拟了几种情况，以验证空间异常值的极端值对其最近邻居的异常程度的影响，基于平均差分算法。结果证实了效果可能导致错误检测到的空间异常值。如果它们的值是远离其最近邻居的平均属性值，则算法正确检测真正的空间异常值。

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《International Conference on Informatics and Computational Sciences》|2020年|1-6|共6页
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Zerlita F. Pusdiktasari; Rahma Fitriani; Eni Sumarminingsih;
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Analytical models; Informatics;

机译：分析模型;信息学;
入库时间 2022-08-26 13:53:09

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7. Decision-making is the process of analyzing information about a problem situation and comparing it to a specific conclusion in order to solve a specific problematic (Yıkılmaz, 2001; Miller and Byrnes, 2001). Decision-making styles are a mechanism that is influenced by the internal and external conditions that determine the direction of the decisions of the individual, the content of the decision-making process, and the outcome of the decision-making process (Payne, Bettman and Johson, 1993; Bavol’ár and Orosová, 2015). ACT is a contemporary member of the Cognitive Behavioral Therapy family. ACT (Acceptance and commitment therapy) has both similar and different directions with Behavioral Therapies and Cognitive Therapies (Herbet and Forman, 2011; Hayes, 2004). KKT responds to classical behavioral treatments using both existential and cognitive approaches in the analysis of behavior. KKT is a science wing that tries to solve human problems with a wider perspective aimed at solving problematic human behaviors (Plumb, Stewart, Dahl and Lundgren, 2009). It is seen that there is very little research about the new approach of ACT approach when the aiming country of our country is screened and it is thought that our country will contribute to the field of psychological counseling with the work done. In the scope of the research, experimental and control groups and preliminary test, post-test and follow-up measurements of 2x3 experimental design were used. The study's study group consists of a total of 24 (12 experimental and 12 control groups) university students studying in different departments and levels, continuing their education in the academic year of 2015-2016 in Ağrı province and İbrahim Chechen University in 2015-2016 academic year. The average age of participants in the experiment and control group is 20. 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Simulation Study using Average Difference Algorithm to Analyze the Outlierness Degree of Spatial Observations

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