Data-driven Modelling of Engineering Systems with Small Data, a Comparative Study of Artificial Intelligence Techniques

Morteza Mohammadzaheri; Hamidreza Ziaeifar; Issam Bahadur; Mussab Zarog; Mohammadreza Emadi; Mojtaba Ghodsi

doi:10.1109/ICSPIS48872.2019.9066058

Data-driven Modelling of Engineering Systems with Small Data, a Comparative Study of Artificial Intelligence Techniques

Morteza Mohammadzaheri, Hamidreza Ziaeifar, Issam Bahadur, Mussab Zarog, Mohammadreza Emadi, Mojtaba Ghodsi

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

3 Citations (Scopus)

Original language	English
Title of host publication	5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728153506
DOIs	https://doi.org/10.1109/ICSPIS48872.2019.9066058
Publication status	Published (VoR) - Dec 2019
Event	5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019 - Shahrood, Iran, Islamic Republic of Duration: 18 Dec 2019 → 19 Dec 2019

Publication series

Name	5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019

Conference

Conference	5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019
Country/Territory	Iran, Islamic Republic of
City	Shahrood
Period	18/12/19 → 19/12/19

Access to Document

10.1109/ICSPIS48872.2019.9066058

Cite this

Mohammadzaheri, M., Ziaeifar, H., Bahadur, I., Zarog, M., Emadi, M., & Ghodsi, M. (2019). Data-driven Modelling of Engineering Systems with Small Data, a Comparative Study of Artificial Intelligence Techniques. In 5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019 Article 9066058 (5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSPIS48872.2019.9066058

Mohammadzaheri, Morteza ; Ziaeifar, Hamidreza ; Bahadur, Issam et al. / Data-driven Modelling of Engineering Systems with Small Data, a Comparative Study of Artificial Intelligence Techniques. 5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019).

@inproceedings{956e2ed6ef6c4d9ebca71647ef43b9a9,

title = "Data-driven Modelling of Engineering Systems with Small Data, a Comparative Study of Artificial Intelligence Techniques",

author = "Morteza Mohammadzaheri and Hamidreza Ziaeifar and Issam Bahadur and Mussab Zarog and Mohammadreza Emadi and Mojtaba Ghodsi",

note = "Funding Information: VI. ACKNOWLEDGEMENT Research presented in this article was supported by Sultan Qaboos University Grant IG/ENG/MEID/18/02 Funding Information: This research is sponsored by Sultan Qaboos University Grant IG/ENG/MIED/18/02 Publisher Copyright: {\textcopyright} 2019 IEEE.; 5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019 ; Conference date: 18-12-2019 Through 19-12-2019",

year = "2019",

month = dec,

doi = "10.1109/ICSPIS48872.2019.9066058",

language = "English",

series = "5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019",

}

Mohammadzaheri, M, Ziaeifar, H, Bahadur, I, Zarog, M, Emadi, M & Ghodsi, M 2019, Data-driven Modelling of Engineering Systems with Small Data, a Comparative Study of Artificial Intelligence Techniques. in 5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019., 9066058, 5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019, Institute of Electrical and Electronics Engineers Inc., 5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019, Shahrood, Iran, Islamic Republic of, 18/12/19. https://doi.org/10.1109/ICSPIS48872.2019.9066058

Data-driven Modelling of Engineering Systems with Small Data, a Comparative Study of Artificial Intelligence Techniques. / Mohammadzaheri, Morteza; Ziaeifar, Hamidreza; Bahadur, Issam et al.
5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 9066058 (5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019).

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

TY - GEN

T1 - Data-driven Modelling of Engineering Systems with Small Data, a Comparative Study of Artificial Intelligence Techniques

AU - Mohammadzaheri, Morteza

AU - Ziaeifar, Hamidreza

AU - Bahadur, Issam

AU - Zarog, Mussab

AU - Emadi, Mohammadreza

AU - Ghodsi, Mojtaba

N1 - Funding Information: VI. ACKNOWLEDGEMENT Research presented in this article was supported by Sultan Qaboos University Grant IG/ENG/MEID/18/02 Funding Information: This research is sponsored by Sultan Qaboos University Grant IG/ENG/MIED/18/02 Publisher Copyright: © 2019 IEEE.

PY - 2019/12

Y1 - 2019/12

UR - http://www.scopus.com/inward/record.url?scp=85084085261&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85084085261&partnerID=8YFLogxK

U2 - 10.1109/ICSPIS48872.2019.9066058

DO - 10.1109/ICSPIS48872.2019.9066058

M3 - Conference contribution

AN - SCOPUS:85084085261

T3 - 5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019

BT - 5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019

Y2 - 18 December 2019 through 19 December 2019

ER -

Mohammadzaheri M, Ziaeifar H, Bahadur I, Zarog M, Emadi M, Ghodsi M. Data-driven Modelling of Engineering Systems with Small Data, a Comparative Study of Artificial Intelligence Techniques. In 5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 9066058. (5th Iranian Conference on Signal Processing and Intelligent Systems, ICSPIS 2019). doi: 10.1109/ICSPIS48872.2019.9066058

Data-driven Modelling of Engineering Systems with Small Data, a Comparative Study of Artificial Intelligence Techniques

Publication series

Conference

Access to Document

Other files and links

Cite this