Evaluation of interaction dynamics of concurrent processes Article Swipe
Piotr Sobecki
,
Jan T. Białasiewicz
,
N. C. Gross
·
YOU?
·
· 2017
· Open Access
·
· DOI: https://doi.org/10.1515/jee-2017-0022
YOU?
·
· 2017
· Open Access
·
· DOI: https://doi.org/10.1515/jee-2017-0022
The purpose of this paper is to present the wavelet tools that enable the detection of temporal interactions of concurrent processes. In particular, the determination of interaction coherence of time-varying signals is achieved using a complex continuous wavelet transform. This paper has used electrocardiogram (ECG) and seismocardiogram (SCG) data set to show multiple continuous wavelet analysis techniques based on Morlet wavelet transform. MATLAB Graphical User Interface (GUI), developed in the reported research to assist in quick and simple data analysis, is presented. These software tools can discover the interaction dynamics of time-varying signals, hence they can reveal their correlation in phase and amplitude, as well as their non-linear interconnections. The user-friendly MATLAB GUI enables effective use of the developed software what enables to load two processes under investigation, make choice of the required processing parameters, and then perform the analysis. The software developed is a useful tool for researchers who have a need for investigation of interaction dynamics of concurrent processes.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1515/jee-2017-0022
- https://content.sciendo.com/downloadpdf/journals/jee/68/2/article-p153.pdf
- OA Status
- diamond
- References
- 15
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2614381497
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Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W2614381497Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1515/jee-2017-0022Digital Object Identifier
- Title
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Evaluation of interaction dynamics of concurrent processesWork title
- Type
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articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2017Year of publication
- Publication date
-
2017-03-28Full publication date if available
- Authors
-
Piotr Sobecki, Jan T. Białasiewicz, N. C. GrossList of authors in order
- Landing page
-
https://doi.org/10.1515/jee-2017-0022Publisher landing page
- PDF URL
-
https://content.sciendo.com/downloadpdf/journals/jee/68/2/article-p153.pdfDirect link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
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https://content.sciendo.com/downloadpdf/journals/jee/68/2/article-p153.pdfDirect OA link when available
- Concepts
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Computer science, Morlet wavelet, Graphical user interface, MATLAB, Wavelet, Software, Set (abstract data type), Coherence (philosophical gambling strategy), Wavelet transform, Data mining, Discrete wavelet transform, Artificial intelligence, Programming language, Mathematics, StatisticsTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
- References (count)
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15Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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| referenced_works | https://openalex.org/W2007758147, https://openalex.org/W2082768660, https://openalex.org/W2170481182, https://openalex.org/W2036806998, https://openalex.org/W2588866295, https://openalex.org/W2154731305, https://openalex.org/W4448866, https://openalex.org/W2124459709, https://openalex.org/W2041088666, https://openalex.org/W1978919396, https://openalex.org/W1484264815, https://openalex.org/W2032028008, https://openalex.org/W2054841018, https://openalex.org/W2162800060, https://openalex.org/W4285719527 |
| referenced_works_count | 15 |
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| abstract_inverted_index.interconnections. | 109 |
| cited_by_percentile_year | |
| countries_distinct_count | 2 |
| institutions_distinct_count | 3 |
| citation_normalized_percentile.value | 0.08198124 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |