A New Way to Describe Spatiotemporal Data

DOI

10.2991/iccsee.2013.363How to use a DOI?

Keywords

granular descriptor, spatiotemporal data, information granules, Cartesian, granulation-degranulation

Abstract

Data analysis especially dealing with spatiotemporal data in a human-centric way becomes essential in modern engineering and science fields. In this study, we present a granular way of data analysis where the data are described by information granules defined in spatial and temporal domain. We show that the data can be effectively described through a collection of Cartesian products of information granules and their convolution. The quality of the codebooks (vocabulary) is evaluated by data granulation-degranulation. Finally a synthetic example is given to illustrate our algorithm.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Mingli Song
PY  - 2013/03
DA  - 2013/03
TI  - A New Way to Describe Spatiotemporal Data
BT  - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 1442
EP  - 1444
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.363
DO  - 10.2991/iccsee.2013.363
ID  - Song2013/03
ER  -