Cloud Infrastructure for Storing and Processing EEG and ERP Experimental Data
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F19%3A43955129" target="_blank" >RIV/49777513:23520/19:43955129 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.5220/0007746502740281" target="_blank" >http://dx.doi.org/10.5220/0007746502740281</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5220/0007746502740281" target="_blank" >10.5220/0007746502740281</a>
Alternative languages
Result language
angličtina
Original language name
Cloud Infrastructure for Storing and Processing EEG and ERP Experimental Data
Original language description
Current infrastructures for experimental data, results and computational tools make a shift from locally maintained solutions to remote cloud-based infrastructures. It brings a higher availability, sustainability and performance. However, specifics of different research areas require development of customized solutions for individual research domains. For example, electroencephalography and event-related potentials (EEG/ERP) use specific devices, data formats and machine learning workflows. As a solution, a cloud-based system for the EEG/ERP domain containing a distributed data storage, a signal processing method library and a client GUI is presented. The signal processing method library is used for training of classifiers and classifying the data in the cloud-based system controlled by the GUI. The presented system was tested using a machine learning workflow based on the data stored in the system. In the workflow, various classifiers were trained and their parameters stored into the system. Finally, testing data were classified using previously trained classifiers.
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/LO1506" target="_blank" >LO1506: Sustainability support of the centre NTIS - New Technologies for the Information Society</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 5th International Conference on Information and Communication Technologies for Ageing Well and e-Health
ISBN
978-989-758-368-1
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
274-281
Publisher name
SciTePress
Place of publication
Setúbal
Event location
Heraklion, Crete
Event date
May 2, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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