Algebra for Complex Analysis of Data
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F20%3A00114351" target="_blank" >RIV/00216224:14330/20:00114351 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-030-59003-1_12" target="_blank" >http://dx.doi.org/10.1007/978-3-030-59003-1_12</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-59003-1_12" target="_blank" >10.1007/978-3-030-59003-1_12</a>
Alternative languages
Result language
angličtina
Original language name
Algebra for Complex Analysis of Data
Original language description
In data science, the process of development focuses on the improvement of methods for individual data analytical tasks. However, their combination is not properly researched. We believe that this situation is caused by a missing framework, that would focus solely on data analytical tasks, instead of complicated transformation between individual methods. In this paper, a new analytical algebra is defined. This algebra is based on a flat structure of transaction file and operations over it. As a part of the paper, definitions of several data analytical tasks are proposed. Algebra is recursive and extendable. As an example of usability of the algebra, one complex analytical task created by a combination of analytical operators is described.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GA19-02033S" target="_blank" >GA19-02033S: Searching, Mining, and Annotating Human Motion Streams</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
International Conference on Database and Expert Systems Applications
ISBN
9783030590024
ISSN
0302-9743
e-ISSN
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Number of pages
11
Pages from-to
177-187
Publisher name
Springer International Publishing
Place of publication
Cham
Event location
Bratislava, Slovakia
Event date
Sep 14, 2020
Type of event by nationality
CST - Celostátní akce
UT code for WoS article
000716713200012