Program for Time Series Linguistic Summaries Construction

Student: Remnev Nikita

Educational Programme: Software Engineering (Bachelor)

Year of Graduation: 2016

This paper is dedicated to linguistic summaries of time series construction. In this research we deal with fuzzy logic methods for constructing linguistic summaries of time series, base theory of fuzzy logic is represented. Different time series segmentation algorithms are also described. The aim of work is to develop the program for constructing linguistic summaries of time series. For program realization was chosen method, developed by polish scientists Janucz Kacprzyk and Sławomir Zadrožny in 2014-2015. This approach allow to construct linguistic summaries of static and also for dynamic data, represented as time series, using modification. The paper contains 50 pages, 3 chapters, 19 pictures, 1 table, 18 bibliography items, 4 appendixes.

Student Theses at HSE must be completed in accordance with the University Rules and regulations specified by each educational programme.

Summaries of all theses must be published and made freely available on the HSE website.

The full text of a thesis can be published in open access on the HSE website only if the authoring student (copyright holder) agrees, or, if the thesis was written by a team of students, if all the co-authors (copyright holders) agree. After a thesis is published on the HSE website, it obtains the status of an online publication.

Student theses are objects of copyright and their use is subject to limitations in accordance with the Russian Federation’s law on intellectual property.

In the event that a thesis is quoted or otherwise used, reference to the author’s name and the source of quotation is required.

Search all student theses