PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing

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

Standard

PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing. / Stieber, Simon; Schroter, Niklas; Fauster, Ewald et al.
Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021. ed. / M. Arif Wani; Ishwar K. Sethi; Weisong Shi; Guangzhi Qu; Daniela Stan Raicu; Ruoming Jin. Institute of Electrical and Electronics Engineers, 2021. p. 694-697 (Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021).

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

Harvard

Stieber, S, Schroter, N, Fauster, E, Schiendorfer, A & Reif, W 2021, PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing. in MA Wani, IK Sethi, W Shi, G Qu, DS Raicu & R Jin (eds), Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021. Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021, Institute of Electrical and Electronics Engineers, pp. 694-697, 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021, Virtual, Online, United States, 13/12/21. https://doi.org/10.1109/ICMLA52953.2021.00116

APA

Stieber, S., Schroter, N., Fauster, E., Schiendorfer, A., & Reif, W. (2021). PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing. In M. A. Wani, I. K. Sethi, W. Shi, G. Qu, D. S. Raicu, & R. Jin (Eds.), Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021 (pp. 694-697). (Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICMLA52953.2021.00116

Vancouver

Stieber S, Schroter N, Fauster E, Schiendorfer A, Reif W. PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing. In Wani MA, Sethi IK, Shi W, Qu G, Raicu DS, Jin R, editors, Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021. Institute of Electrical and Electronics Engineers. 2021. p. 694-697. (Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021). doi: 10.1109/ICMLA52953.2021.00116

Author

Stieber, Simon ; Schroter, Niklas ; Fauster, Ewald et al. / PermeabilityNets : Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing. Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021. editor / M. Arif Wani ; Ishwar K. Sethi ; Weisong Shi ; Guangzhi Qu ; Daniela Stan Raicu ; Ruoming Jin. Institute of Electrical and Electronics Engineers, 2021. pp. 694-697 (Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021).

Bibtex - Download

@inproceedings{061f7d9f39fb42fc9d464c6d56660869,
title = "PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing",
keywords = "Architecture comparison, CFRP, Digital Twin, Industry 4.0, LCM, Sequence-to-Instance Learning",
author = "Simon Stieber and Niklas Schroter and Ewald Fauster and Alexander Schiendorfer and Wolfgang Reif",
note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021 ; Conference date: 13-12-2021 Through 16-12-2021",
year = "2021",
doi = "10.1109/ICMLA52953.2021.00116",
language = "English",
series = "Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021",
publisher = "Institute of Electrical and Electronics Engineers",
pages = "694--697",
editor = "Wani, {M. Arif} and Sethi, {Ishwar K.} and Weisong Shi and Guangzhi Qu and Raicu, {Daniela Stan} and Ruoming Jin",
booktitle = "Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021",
address = "United States",

}

RIS (suitable for import to EndNote) - Download

TY - GEN

T1 - PermeabilityNets

T2 - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021

AU - Stieber, Simon

AU - Schroter, Niklas

AU - Fauster, Ewald

AU - Schiendorfer, Alexander

AU - Reif, Wolfgang

N1 - Publisher Copyright: © 2021 IEEE.

PY - 2021

Y1 - 2021

KW - Architecture comparison

KW - CFRP

KW - Digital Twin

KW - Industry 4.0

KW - LCM

KW - Sequence-to-Instance Learning

UR - http://www.scopus.com/inward/record.url?scp=85125839572&partnerID=8YFLogxK

U2 - 10.1109/ICMLA52953.2021.00116

DO - 10.1109/ICMLA52953.2021.00116

M3 - Conference contribution

AN - SCOPUS:85125839572

T3 - Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021

SP - 694

EP - 697

BT - Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021

A2 - Wani, M. Arif

A2 - Sethi, Ishwar K.

A2 - Shi, Weisong

A2 - Qu, Guangzhi

A2 - Raicu, Daniela Stan

A2 - Jin, Ruoming

PB - Institute of Electrical and Electronics Engineers

Y2 - 13 December 2021 through 16 December 2021

ER -

View graph of relations

SFX

Publication SFX