2022
DOI: 10.1155/2022/1667618
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Analyzing the Investment Behavior in the Iranian Stock Exchange during the COVID-19 Pandemic Using Hybrid DEA and Data Mining Techniques

Abstract: The main purpose of this paper is to investigate the effects of COVID-19 regarding the efficiency of industries based on data in the Tehran stock market. A hybrid model of Data Envelopment Analysis (DEA) and data mining techniques is used to analyze the investment behavior in Tehran stock market. Particularly during the COVID-19 pandemic, many companies face financial crises. That is why companies with inferior performance must be benchmarked with efficient companies. First, the financial data of investments o… Show more

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Cited by 8 publications
(2 citation statements)
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“…Meanwhile, the fields of science that have not yet developed are physical science, especially the fields of engineering and mathematics. In engineering the discussion is around investment behavior on the stock market during Covid 19 using Hybrid DEA and data mining techniques (34). In mathematics simulation theories used to predict behavior or systems.…”
Section: Classification Based On Subject Areamentioning
confidence: 99%
“…Meanwhile, the fields of science that have not yet developed are physical science, especially the fields of engineering and mathematics. In engineering the discussion is around investment behavior on the stock market during Covid 19 using Hybrid DEA and data mining techniques (34). In mathematics simulation theories used to predict behavior or systems.…”
Section: Classification Based On Subject Areamentioning
confidence: 99%
“…The productivity of human resources for companies has been investigated with different methods and approaches. Pharmaceutical companies have also been studied and analyzed more in terms of productivity and resources, but less research has been done to compare the indicators and the productivity level of these companies and its relationship with their stocks (Sarfaraz et al, 2022;Mozhdeh et al, 2021). With the complexity of competition in the field of business, especially in pharmaceutical industries and knowledgebased organizations, the role of intangible capital has become stronger than ever before.…”
Section: Introductionmentioning
confidence: 99%