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http://hdl.handle.net/20.500.12188/17254| Title: | MAPPER ALGORITHM AND IT’S APPLICATIONS | Authors: | Sekuloski, Petar Dimitrievska Ristovska, Vesna |
Keywords: | MAPPER ALGORITHM, TOPOLOGICAL DATA ANALYSIS, ALGEBRAIC TOPOLOGY, DATA SCIENCE, COMPUTATIONAL TOPOLOGY | Issue Date: | 2019 | Publisher: | Scientific Technical Union of Mechanical Engineering" Industry 4.0" | Journal: | Mathematical Modeling | Abstract: | In this paper we analyze and apply one of the main algorithms of TDA (Topological Data Analysis), Mapper, on some real data sets. We use Mapper for visualization of a data sets, and we tend to get some insights if some key characteristics of the data are captured by the visualization and how they are connected with human perception of the data. Also, we will discuss if the visualization can make progress in further work. | URI: | http://hdl.handle.net/20.500.12188/17254 |
| Appears in Collections: | Faculty of Computer Science and Engineering: Journal Articles |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| mm-2019-3-79 MAPPER ALGORITHM AND IT’S APPLICATIONS.pdf | 888.16 kB | Adobe PDF | View/Open |
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