KFU. Card publication. Dissimilarity-Based Correlation of Movements and Events on Circular Scales of Space and Time

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FEDERAL UNIVERSITY

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DISSIMILARITY-BASED CORRELATION OF MOVEMENTS AND EVENTS ON CIRCULAR SCALES OF SPACE AND TIME

Form of presentation

Articles in international journals and collections

Year of publication

2020

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Authors, employees of KFU

Kubysheva Nailya Iskhakovna, author

Other authors

Batyrshin Ildar , author

Tarassov Valery , author

Bibliographic description in the original language

Batyrshin, I., Kubysheva, N., Tarassov, V. (2020, October). Dissimilarity-Based Correlation of Movements and Events on Circular Scales of Space and Time. In Mexican International Conference on Artificial Intelligence (pp. 237-246). Springer, Cham.

Annotation

Advances in Computational Intelligence

Keywords

Circular scale, correlation coefficient, correlation function, similarity function, negation on circular scale

The name of the journal

Advances in Computational Intelligence

URL

https://link.springer.com/chapter/10.1007/978-3-030-60887-3_21

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=244255&p_lang=2

Resource files

File name	Size (MB)	Format
F_Dissimilarity_Based_Correlation_of_Movements_and_Events_on_Circular_Scales_of_Space_and_Time.pdf	0,16	pdf	show / download

Full metadata record

Field DC	Value	Language
dc.contributor.author	Kubysheva Nailya Iskhakovna	ru_RU
dc.contributor.author	Batyrshin Ildar	ru_RU
dc.contributor.author	Tarassov Valery	ru_RU
dc.date.accessioned	2020-01-01T00:00:00Z	ru_RU
dc.date.available	2020-01-01T00:00:00Z	ru_RU
dc.date.issued	2020	ru_RU
dc.identifier.citation	Batyrshin, I., Kubysheva, N., Tarassov, V. (2020, October). Dissimilarity-Based Correlation of Movements and Events on Circular Scales of Space and Time. In Mexican International Conference on Artificial Intelligence (pp. 237-246). Springer, Cham.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=244255&p_lang=2	ru_RU
dc.description.abstract	Advances in Computational Intelligence	ru_RU
dc.description.abstract	Circular scales appear in many applications related to a comparative analysis of the timing of events, wind directions, animals and vehicle movement directions, etc. The paper introduces a new non-statistical correlation function on circular scales based on a recently proposed approach to constructing correlation functions (association measures) using (dis)similarity measures on the set with an involutive operation. An involutive negation and a dissimilarity function satisfying required properties on a circular set are introduced and used for constructing the new correlation function. This correlation function can measure correlation both between two grades of circular scale and between sets of measurements of two circular variables.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	Circular scale	ru_RU
dc.subject	correlation coefficient	ru_RU
dc.subject	correlation function	ru_RU
dc.subject	similarity function	ru_RU
dc.subject	negation on circular scale	ru_RU
dc.title	Dissimilarity-Based Correlation of Movements and Events on Circular Scales of Space and Time	ru_RU
dc.type	Articles in international journals and collections	ru_RU