DocumentCode
3863546
Title
Development of a platform for the exchange of bio-datasets with integrated opportunities for artificial intelligence using MatLab
Author
Christian Wansing;Oresti Banos;Peter Gloesekoetter;Hector Pomares;Ignacio Rojas
Author_Institution
Semicond & Bus Lab Dept. University of Applied Sciences, Steinfurt, Germany
fYear
2015
Firstpage
1
Lastpage
6
Abstract
This paper deals with the issue of automating the process of machine learning and analyzing bio-datasets. For this a user-friendly website has been developed for the interaction with the researchers. On this website it is possible to upload datasets and to share them, if desired, with other scientists. The uploaded data can also be analyzed by various methods and functions. The signals inside these datasets can also be visualized. Furthermore, several algorithms have been implemented to create machine learning models with the uploaded data. Based on these generated models new data can be classified or calculated. For all these applications the simplest possible handling was implemented to make the website available to all interested researchers.
Keywords
"Web servers","Security","Databases","Computer languages","MATLAB","Operating systems"
Publisher
ieee
Conference_Titel
Complex Systems (WCCS), 2015 Third World Conference on
Type
conf
DOI
10.1109/ICoCS.2015.7483278
Filename
7483278
Link To Document