ETDA a tool for the development of e-Tongues

Tiago Reis; M. Helena Fino; Maria Raposo

doi:10.1109/YEF-ECE58420.2023.10209339

ETDA a tool for the development of e-Tongues

Tiago Reis, M. Helena Fino, Maria Raposo

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper presents the Electronic Tongues Data Analytics (ETDA) tool for automatically extracting the relevant features from data obtained from an electronic tongue (e-Tongue) system based on impedance spectroscopy measurements. The tool was implemented in Python and was created to assist with the development of e-Tongues. This tool helps to quickly visualize the data from the experiments and can automatically create and calibrate the Principal Components Analysis (PCA) to fit the concentrations of a determined molecule present in the complex media.

Original language	English
Title of host publication	Proceedings - 2023 International Young Engineers Forum in Electrical and Computer Engineering, YEF-ECE 2023
Place of Publication	Massachusetts
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	26-30
Number of pages	5
ISBN (Electronic)	979-8-3503-0042-0
ISBN (Print)	979-8-3503-0043-7
DOIs	https://doi.org/10.1109/YEF-ECE58420.2023.10209339
Publication status	Published - 2023
Event	2023 International Young Engineers Forum in Electrical and Computer Engineering - Caparica, Lisbon, Portugal Duration: 7 Jul 2023 → 7 Jul 2023

Publication series

Name	International Young Engineers Forum (YEF-ECE)
Publisher	Institute of Electrical and Electronics Engineers (IEEE)

Conference

Conference	2023 International Young Engineers Forum in Electrical and Computer Engineering
Abbreviated title	YEF-ECE 2023
Country/Territory	Portugal
City	Lisbon
Period	7/07/23 → 7/07/23

Keywords

automatization
big data
data analysis
e-Tongues
PCA
python
software

Access to Document

10.1109/YEF-ECE58420.2023.10209339

Cite this

Reis, T., Fino, M. H., & Raposo, M. (2023). ETDA a tool for the development of e-Tongues. In Proceedings - 2023 International Young Engineers Forum in Electrical and Computer Engineering, YEF-ECE 2023 (pp. 26-30). (International Young Engineers Forum (YEF-ECE)). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/YEF-ECE58420.2023.10209339

@inproceedings{be5cdf4d31604c7d999c5f3be644d7a2,

title = "ETDA a tool for the development of e-Tongues",

abstract = "This paper presents the Electronic Tongues Data Analytics (ETDA) tool for automatically extracting the relevant features from data obtained from an electronic tongue (e-Tongue) system based on impedance spectroscopy measurements. The tool was implemented in Python and was created to assist with the development of e-Tongues. This tool helps to quickly visualize the data from the experiments and can automatically create and calibrate the Principal Components Analysis (PCA) to fit the concentrations of a determined molecule present in the complex media.",

keywords = "automatization, big data, data analysis, e-Tongues, PCA, python, software",

author = "Tiago Reis and Fino, \{M. Helena\} and Maria Raposo",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 International Young Engineers Forum in Electrical and Computer Engineering<br/>, YEF-ECE 2023 ; Conference date: 07-07-2023 Through 07-07-2023",

year = "2023",

doi = "10.1109/YEF-ECE58420.2023.10209339",

language = "English",

isbn = "979-8-3503-0043-7",

series = "International Young Engineers Forum (YEF-ECE)",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

pages = "26--30",

booktitle = "Proceedings - 2023 International Young Engineers Forum in Electrical and Computer Engineering, YEF-ECE 2023",

address = "United States",

}

Reis, T , Fino, MH & Raposo, M 2023, ETDA a tool for the development of e-Tongues. in Proceedings - 2023 International Young Engineers Forum in Electrical and Computer Engineering, YEF-ECE 2023. International Young Engineers Forum (YEF-ECE), Institute of Electrical and Electronics Engineers (IEEE), Massachusetts, pp. 26-30, 2023 International Young Engineers Forum in Electrical and Computer Engineering
, Lisbon, Portugal, 7/07/23. https://doi.org/10.1109/YEF-ECE58420.2023.10209339

ETDA a tool for the development of e-Tongues. / Reis, Tiago ; Fino, M. Helena ; Raposo, Maria.
Proceedings - 2023 International Young Engineers Forum in Electrical and Computer Engineering, YEF-ECE 2023. Massachusetts: Institute of Electrical and Electronics Engineers (IEEE), 2023. p. 26-30 (International Young Engineers Forum (YEF-ECE)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - ETDA a tool for the development of e-Tongues

AU - Reis, Tiago

AU - Fino, M. Helena

AU - Raposo, Maria

PY - 2023

Y1 - 2023

N2 - This paper presents the Electronic Tongues Data Analytics (ETDA) tool for automatically extracting the relevant features from data obtained from an electronic tongue (e-Tongue) system based on impedance spectroscopy measurements. The tool was implemented in Python and was created to assist with the development of e-Tongues. This tool helps to quickly visualize the data from the experiments and can automatically create and calibrate the Principal Components Analysis (PCA) to fit the concentrations of a determined molecule present in the complex media.

AB - This paper presents the Electronic Tongues Data Analytics (ETDA) tool for automatically extracting the relevant features from data obtained from an electronic tongue (e-Tongue) system based on impedance spectroscopy measurements. The tool was implemented in Python and was created to assist with the development of e-Tongues. This tool helps to quickly visualize the data from the experiments and can automatically create and calibrate the Principal Components Analysis (PCA) to fit the concentrations of a determined molecule present in the complex media.

KW - automatization

KW - big data

KW - data analysis

KW - e-Tongues

KW - PCA

KW - python

KW - software

UR - https://www.scopus.com/pages/publications/85168864338

U2 - 10.1109/YEF-ECE58420.2023.10209339

DO - 10.1109/YEF-ECE58420.2023.10209339

M3 - Conference contribution

AN - SCOPUS:85168864338

SN - 979-8-3503-0043-7

T3 - International Young Engineers Forum (YEF-ECE)

SP - 26

EP - 30

BT - Proceedings - 2023 International Young Engineers Forum in Electrical and Computer Engineering, YEF-ECE 2023

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Massachusetts

T2 - 2023 International Young Engineers Forum in Electrical and Computer Engineering<br/>

Y2 - 7 July 2023 through 7 July 2023

ER -

ETDA a tool for the development of e-Tongues

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this