Methodology of wavelet analysis in research of dynamics of phishing attacks

Dadkhah, Mehdi; Lyashenko, Vyacheslav; Deineko, Zhanna; Shamshirband, Shahaboddin; Jazi, Mohammad Davarpanah

doi:10.1504/ijaip.2019.098561

Cited by 21 publications

(11 citation statements)

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“…The ideology of wavelets is based on the analysis of various groups of data that can be interpreted as a time series. For this analysis, special functions are used -the mother wavelet [18], [19]. This makes it possible to reveal hidden features in the data set that is being investigated.…”

Section: Wavelet Ideology As a Tool For Analyzing Medical Datamentioning

confidence: 99%

A Study of Correlation Ratios for Low- and High-Density Lipoprotein in Comparison with Antioxidant Vitamins A, E, C at Different Levels of Glycosylated Hemoglobin among Type 2 Diabetes Patients

Altoum¹

2020

IJETER

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Diabetes is one of the chronic diseases in which the number of patients increases every year. Moreover, diabetes mellitus is a risk factor for the risk for the development of other diseases. Therefore, the number of studies that address various aspects of the diagnosis and control of the processes of diabetes is increasing. Among such studies, an important place is taken by the analysis of the relationship between low and high density lipoprotein and antioxidant vitamins A, E, C. Such an analysis can be done using various analytical methods. This expands medical diagnostics and treatment options for diseases. The study was based on a sample of 300 patients with type 2 diabetes. For analysis, we used: correlation analysis and the wavelet coherence method. The values of wavelet coherence between low and high density lipoprotein and antioxidant vitamins A, E, C for different levels of glycosylated hemoglobin were obtained. This provides an explanation of the differences in the relationship between low and high density lipoprotein and antioxidant vitamins. Also a more consistent dynamics is observed between antioxidant vitamins A, E, C and HDL, taking into account changes in glycosylated hemoglobin levels. This is a key factor in understanding the greater correlations between antioxidant vitamins A, E, C, and HDL.

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Section: Wavelet Ideology As a Tool For Analyzing Medical Datamentioning

confidence: 99%

A Study of Correlation Ratios for Low- and High-Density Lipoprotein in Comparison with Antioxidant Vitamins A, E, C at Different Levels of Glycosylated Hemoglobin among Type 2 Diabetes Patients

Altoum¹

2020

IJETER

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“…Also lacking is a visualization component of relevant analysis that provides additional information for decision making. To a certain extent, solving the problem is helped by the application of the wavelet theory, which has good reviews on the application in various information systems [13][14][15].…”

Section: Brief Literature Reviewmentioning

confidence: 99%

“…In particular, such data can be reported as a time series. Then, using wavelet analysis, one can find the individual characteristic points of the time series under study [15]. So we get a set of new timeline features that expands the horizons of analysis.…”

Section: Wavelet Analysis As a Research Toolmentioning

confidence: 99%

Use of Wavelet Techniques in the Study of Internet Marketing Metrics

Omarov

Tykha

Lyashenko

2019

Eskişehir Technical University Journal of Science and Technology a - Applied Sciences and Engineering

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Generalized set of classic metrics for evaluating internet marketing. Existing approaches to analyzing Internet marketing metrics have been noted. The application of the wavelet analysis technique for the study of Internet marketing metrics is proposed. Wavelet coherence was chosen to unveil the ideology of using wavelet analysis techniques to study Internet marketing metrics. A comparative analysis of Internet marketing metrics on different queries based on wavelet coherence is revealed. The merits of using a coherence wavelet are exemplified by an example of a basic internet marketing metric-clicks per request. The possibility of visual analysis of Internet marketing metrics using wavelet analysis technique was noted. Specific examples of the use of coherence wavelet for analyzing Internet marketing on specific queries are given.

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“…To conduct further analysis in order to generalize the main goal of the study of this work, we will use the ideology of wavelets. This choice of tool for analyzing Internet marketing metrics is due to the fact that wavelet analysis allows the analysis of various data sets, which are presented in the form of time series [18], [19].…”

Section: Wavelet Ideology As a Tool For Analysis And Visualization Of Internet Marketing Metricsmentioning

confidence: 99%

Internet marketing metrics visualization methodology for related search queries

Omarov¹

2019

IJATCSE

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A generalization of various metrics and approaches for the disclosure of assessments of Internet marketing is given. A wavelet analysis technique is proposed for disclosing Internet marketing metrics in the case of using related search queries. Wavelet coherence is selected to understand the ideology of using wavelet analysis techniques to investigate Internet marketing metrics. The possibility of a comparative analysis for related search queries is shown. The possibility of visual analysis of Internet marketing metrics using wavelet analysis technique was noted. Specific examples of the use of coherence wavelet for analyzing Internet marketing on specific queries are given.

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Methodology of wavelet analysis in research of dynamics of phishing attacks

Cited by 21 publications

References 0 publications

A Study of Correlation Ratios for Low- and High-Density Lipoprotein in Comparison with Antioxidant Vitamins A, E, C at Different Levels of Glycosylated Hemoglobin among Type 2 Diabetes Patients

A Study of Correlation Ratios for Low- and High-Density Lipoprotein in Comparison with Antioxidant Vitamins A, E, C at Different Levels of Glycosylated Hemoglobin among Type 2 Diabetes Patients

Use of Wavelet Techniques in the Study of Internet Marketing Metrics

Internet marketing metrics visualization methodology for related search queries

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