---
_id: '4208'
author:
- first_name: Shamini
full_name: Koravuna, Shamini
last_name: Koravuna
- first_name: Sanaullah
full_name: Sanaullah, Sanaullah
id: '248865'
last_name: Sanaullah
orcid: 0000-0003-4112-802X
- first_name: Thorsten
full_name: Jungeblut, Thorsten
id: '242294'
last_name: Jungeblut
- first_name: Ulrich
full_name: Rückert, Ulrich
last_name: Rückert
citation:
alphadin: 'Koravuna, Shamini ; Sanaullah, Sanaullah ; Jungeblut,
Thorsten ; Rückert, Ulrich:
Digit Recognition Using Spiking Neural Networks on FPGA. In: Rojas,
I. ; Joya, G. ; Catala,
A. (Hrsg.): Advances in Computational Intelligence. 17th International
Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal,
June 19–21, 2023, Proceedings, Part I, Lecture Notes in Computer Science.
Cham : Springer Nature Switzerland, 2023, S. 406–417'
ama: 'Koravuna S, Sanaullah S, Jungeblut T, Rückert U. Digit Recognition Using Spiking
Neural Networks on FPGA. In: Rojas I, Joya G, Catala A, eds. Advances in Computational
Intelligence. 17th International Work-Conference on Artificial Neural Networks,
IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I.
Lecture Notes in Computer Science. Cham: Springer Nature Switzerland; 2023:406-417.
doi:10.1007/978-3-031-43085-5_32'
apa: 'Koravuna, S., Sanaullah, S., Jungeblut, T., & Rückert, U. (2023). Digit
Recognition Using Spiking Neural Networks on FPGA. In I. Rojas, G. Joya, &
A. Catala (Eds.), Advances in Computational Intelligence. 17th International
Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal,
June 19–21, 2023, Proceedings, Part I (pp. 406–417). Cham: Springer Nature
Switzerland. https://doi.org/10.1007/978-3-031-43085-5_32'
bibtex: '@inproceedings{Koravuna_Sanaullah_Jungeblut_Rückert_2023, place={Cham},
series={Lecture Notes in Computer Science}, title={Digit Recognition Using Spiking
Neural Networks on FPGA}, DOI={10.1007/978-3-031-43085-5_32},
booktitle={Advances in Computational Intelligence. 17th International Work-Conference
on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21,
2023, Proceedings, Part I}, publisher={Springer Nature Switzerland}, author={Koravuna,
Shamini and Sanaullah, Sanaullah and Jungeblut, Thorsten and Rückert, Ulrich},
editor={Rojas, Ignacio and Joya, Gonzalo and Catala, AndreuEditors}, year={2023},
pages={406–417}, collection={Lecture Notes in Computer Science} }'
chicago: 'Koravuna, Shamini, Sanaullah Sanaullah, Thorsten Jungeblut, and Ulrich
Rückert. “Digit Recognition Using Spiking Neural Networks on FPGA.” In Advances
in Computational Intelligence. 17th International Work-Conference on Artificial
Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings,
Part I, edited by Ignacio Rojas, Gonzalo Joya, and Andreu Catala, 406–17.
Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-43085-5_32.'
ieee: S. Koravuna, S. Sanaullah, T. Jungeblut, and U. Rückert, “Digit Recognition
Using Spiking Neural Networks on FPGA,” in Advances in Computational Intelligence.
17th International Work-Conference on Artificial Neural Networks, IWANN 2023,
Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I, 2023, pp.
406–417.
mla: Koravuna, Shamini, et al. “Digit Recognition Using Spiking Neural Networks
on FPGA.” Advances in Computational Intelligence. 17th International Work-Conference
on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21,
2023, Proceedings, Part I, edited by Ignacio Rojas et al., Springer Nature
Switzerland, 2023, pp. 406–17, doi:10.1007/978-3-031-43085-5_32.
short: 'S. Koravuna, S. Sanaullah, T. Jungeblut, U. Rückert, in: I. Rojas, G. Joya,
A. Catala (Eds.), Advances in Computational Intelligence. 17th International Work-Conference
on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21,
2023, Proceedings, Part I, Springer Nature Switzerland, Cham, 2023, pp. 406–417.'
date_created: 2024-01-04T13:07:12Z
date_updated: 2024-02-09T07:57:36Z
doi: 10.1007/978-3-031-43085-5_32
editor:
- first_name: Ignacio
full_name: Rojas, Ignacio
last_name: Rojas
- first_name: Gonzalo
full_name: Joya, Gonzalo
last_name: Joya
- first_name: Andreu
full_name: Catala, Andreu
last_name: Catala
language:
- iso: eng
page: 406-417
place: Cham
publication: Advances in Computational Intelligence. 17th International Work-Conference
on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21,
2023, Proceedings, Part I
publication_identifier:
eisbn:
- 978-3-031-43085-5
eissn:
- 1611-3349
isbn:
- 978-3-031-43084-8
issn:
- 0302-9743
publication_status: published
publisher: Springer Nature Switzerland
series_title: Lecture Notes in Computer Science
status: public
title: Digit Recognition Using Spiking Neural Networks on FPGA
type: conference
user_id: '231260'
year: '2023'
...
---
_id: '3622'
author:
- first_name: Benjamin
full_name: Stecker, Benjamin
last_name: Stecker
- first_name: Hans
full_name: Brandt-Pook, Hans
id: '206531'
last_name: Brandt-Pook
orcid: 0009-0002-6668-2684
citation:
alphadin: 'Stecker, Benjamin ; Brandt-Pook, Hans: Application of Object
Detection Models for the Detection of Kitchen Furniture - A Comparison. In: Rutkowski, L. ; Scherer,
R. ; Korytkowski, M. ; Pedrycz, W. ; Tadeusiewicz,
R. ; Zurada, J. M. (Hrsg.):
Artificial Intelligence and Soft Computing. 22nd International Conference,
ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II, Lecture
Notes in Computer Science. Cham : Springer Nature Switzerland, 2023, S. 91–101'
ama: 'Stecker B, Brandt-Pook H. Application of Object Detection Models for the Detection
of Kitchen Furniture - A Comparison. In: Rutkowski L, Scherer R, Korytkowski M,
Pedrycz W, Tadeusiewicz R, Zurada JM, eds. Artificial Intelligence and Soft
Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June
18–22, 2023, Proceedings, Part II. Lecture Notes in Computer Science. Cham:
Springer Nature Switzerland; 2023:91-101. doi:10.1007/978-3-031-42508-0_9'
apa: 'Stecker, B., & Brandt-Pook, H. (2023). Application of Object Detection
Models for the Detection of Kitchen Furniture - A Comparison. In L. Rutkowski,
R. Scherer, M. Korytkowski, W. Pedrycz, R. Tadeusiewicz, & J. M. Zurada (Eds.),
Artificial Intelligence and Soft Computing. 22nd International Conference,
ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II (pp.
91–101). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-42508-0_9'
bibtex: '@inproceedings{Stecker_Brandt-Pook_2023, place={Cham}, series={Lecture
Notes in Computer Science}, title={Application of Object Detection Models for the Detection
of Kitchen Furniture - A Comparison}, DOI={10.1007/978-3-031-42508-0_9},
booktitle={Artificial Intelligence and Soft Computing. 22nd International Conference,
ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II}, publisher={Springer
Nature Switzerland}, author={Stecker, Benjamin and Brandt-Pook, Hans}, editor={Rutkowski,
Leszek and Scherer, Rafał and Korytkowski, Marcin and Pedrycz, Witold and Tadeusiewicz,
Ryszard and Zurada, Jacek M.Editors}, year={2023}, pages={91–101}, collection={Lecture
Notes in Computer Science} }'
chicago: 'Stecker, Benjamin, and Hans Brandt-Pook. “Application of Object Detection
Models for the Detection of Kitchen Furniture - A Comparison.” In Artificial
Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane,
Poland, June 18–22, 2023, Proceedings, Part II, edited by Leszek Rutkowski,
Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, and Jacek
M. Zurada, 91–101. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland,
2023. https://doi.org/10.1007/978-3-031-42508-0_9.'
ieee: B. Stecker and H. Brandt-Pook, “Application of Object Detection Models for the Detection
of Kitchen Furniture - A Comparison,” in Artificial Intelligence and Soft Computing.
22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023,
Proceedings, Part II, 2023, pp. 91–101.
mla: Stecker, Benjamin, and Hans Brandt-Pook. “Application of Object Detection Models
for the Detection of Kitchen Furniture - A Comparison.” Artificial Intelligence
and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland,
June 18–22, 2023, Proceedings, Part II, edited by Leszek Rutkowski et al.,
Springer Nature Switzerland, 2023, pp. 91–101, doi:10.1007/978-3-031-42508-0_9.
short: 'B. Stecker, H. Brandt-Pook, in: L. Rutkowski, R. Scherer, M. Korytkowski,
W. Pedrycz, R. Tadeusiewicz, J.M. Zurada (Eds.), Artificial Intelligence and Soft
Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June
18–22, 2023, Proceedings, Part II, Springer Nature Switzerland, Cham, 2023, pp.
91–101.'
date_created: 2023-09-26T11:10:39Z
date_updated: 2023-09-26T15:07:56Z
doi: 10.1007/978-3-031-42508-0_9
editor:
- first_name: Leszek
full_name: Rutkowski, Leszek
last_name: Rutkowski
- first_name: Rafał
full_name: Scherer, Rafał
last_name: Scherer
- first_name: Marcin
full_name: Korytkowski, Marcin
last_name: Korytkowski
- first_name: Witold
full_name: Pedrycz, Witold
last_name: Pedrycz
- first_name: Ryszard
full_name: Tadeusiewicz, Ryszard
last_name: Tadeusiewicz
- first_name: Jacek M.
full_name: Zurada, Jacek M.
last_name: Zurada
language:
- iso: eng
page: 91-101
place: Cham
publication: Artificial Intelligence and Soft Computing. 22nd International Conference,
ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II
publication_identifier:
eisbn:
- 978-3-031-42508-0
eissn:
- 1611-3349
isbn:
- 978-3-031-42507-3
issn:
- 0302-9743
publication_status: published
publisher: Springer Nature Switzerland
series_title: Lecture Notes in Computer Science
status: public
title: Application of Object Detection Models for the Detection of Kitchen Furniture
- A Comparison
type: conference
user_id: '245590'
year: '2023'
...
---
_id: '2232'
author:
- first_name: Tim
full_name: Voigt, Tim
id: '220691'
last_name: Voigt
- first_name: Marvin
full_name: Schöne, Marvin
id: '218388'
last_name: Schöne
- first_name: Martin
full_name: Kohlhase, Martin
id: '226669'
last_name: Kohlhase
- first_name: Oliver
full_name: Nelles, Oliver
last_name: Nelles
- first_name: Martin
full_name: Kuhn, Martin
last_name: Kuhn
citation:
alphadin: 'Voigt, Tim ; Schöne,
Marvin ; Kohlhase, Martin
; Nelles, Oliver ; Kuhn,
Martin: Using Design of Experiments to Support the Commissioning of Industrial
Assembly Processes. In: Yin, H.
; Camacho, D. ; Tino,
P. (Hrsg.): Intelligent Data Engineering and Automated Learning – IDEAL
2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26,
2022, Proceedings, Lecture Notes in Computer Science. Cham : Springer
International Publishing, 2022, S. 379–390'
ama: 'Voigt T, Schöne M, Kohlhase M, Nelles O, Kuhn M. Using Design of Experiments
to Support the Commissioning of Industrial Assembly Processes. In: Yin H, Camacho
D, Tino P, eds. Intelligent Data Engineering and Automated Learning – IDEAL
2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26,
2022, Proceedings. Lecture Notes in Computer Science. Cham: Springer International
Publishing; 2022:379-390. doi:10.1007/978-3-031-21753-1_37'
apa: 'Voigt, T., Schöne, M., Kohlhase, M., Nelles, O., & Kuhn, M. (2022). Using
Design of Experiments to Support the Commissioning of Industrial Assembly Processes.
In H. Yin, D. Camacho, & P. Tino (Eds.), Intelligent Data Engineering and
Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester,
UK, November 24–26, 2022, Proceedings (pp. 379–390). Cham: Springer International
Publishing. https://doi.org/10.1007/978-3-031-21753-1_37'
bibtex: '@inproceedings{Voigt_Schöne_Kohlhase_Nelles_Kuhn_2022, place={Cham}, series={Lecture
Notes in Computer Science}, title={Using Design of Experiments to Support the Commissioning
of Industrial Assembly Processes}, DOI={10.1007/978-3-031-21753-1_37},
booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd
International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings},
publisher={Springer International Publishing}, author={Voigt, Tim and Schöne,
Marvin and Kohlhase, Martin and Nelles, Oliver and Kuhn, Martin}, editor={Yin,
Hujun and Camacho, David and Tino, PeterEditors}, year={2022}, pages={379–390},
collection={Lecture Notes in Computer Science} }'
chicago: 'Voigt, Tim, Marvin Schöne, Martin Kohlhase, Oliver Nelles, and Martin
Kuhn. “Using Design of Experiments to Support the Commissioning of Industrial
Assembly Processes.” In Intelligent Data Engineering and Automated Learning
– IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November
24–26, 2022, Proceedings, edited by Hujun Yin, David Camacho, and Peter Tino,
379–90. Lecture Notes in Computer Science. Cham: Springer International Publishing,
2022. https://doi.org/10.1007/978-3-031-21753-1_37.'
ieee: T. Voigt, M. Schöne, M. Kohlhase, O. Nelles, and M. Kuhn, “Using Design of Experiments
to Support the Commissioning of Industrial Assembly Processes,” in Intelligent
Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference,
IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Manchester,
UK, 2022, pp. 379–390.
mla: Voigt, Tim, et al. “Using Design of Experiments to Support the Commissioning
of Industrial Assembly Processes.” Intelligent Data Engineering and Automated
Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester,
UK, November 24–26, 2022, Proceedings, edited by Hujun Yin et al., Springer
International Publishing, 2022, pp. 379–90, doi:10.1007/978-3-031-21753-1_37.
short: 'T. Voigt, M. Schöne, M. Kohlhase, O. Nelles, M. Kuhn, in: H. Yin, D. Camacho,
P. Tino (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2022.
23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022,
Proceedings, Springer International Publishing, Cham, 2022, pp. 379–390.'
conference:
end_date: 2022-11-26
location: Manchester, UK
name: 23rd International Conference, IDEAL 2022
start_date: 2022-11-24
date_created: 2022-12-02T15:44:35Z
date_updated: 2023-06-23T19:37:35Z
doi: 10.1007/978-3-031-21753-1_37
editor:
- first_name: Hujun
full_name: Yin, Hujun
last_name: Yin
- first_name: David
full_name: Camacho, David
last_name: Camacho
- first_name: Peter
full_name: Tino, Peter
last_name: Tino
language:
- iso: eng
page: 379-390
place: Cham
publication: Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd
International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings
publication_identifier:
eisbn:
- 978-3-031-21753-1
eissn:
- 1611-3349
isbn:
- 978-3-031-21752-4
issn:
- 0302-9743
publication_status: published
publisher: Springer International Publishing
series_title: Lecture Notes in Computer Science
status: public
title: Using Design of Experiments to Support the Commissioning of Industrial Assembly
Processes
type: conference
user_id: '245590'
year: '2022'
...
---
_id: '3050'
abstract:
- lang: eng
text: Soft sensors combine a hardware component with an intelligent algorithmic
processing of the raw sensor signals. While individualization of software components
according to a person’s specific needs is comparably cheap, individualization
of the sensor hardware itself is usually impossible in mass production. At the
same time, the number of raw sensors should be minimum to reduce production costs.
In this contribution, we propose to model this challenge as a feature selection
problem, which optimizes a feature set simultaneously with respect to a family
of functions corresponding to individualized post-processing of sensor signals.
This concept is integrated into a number of different classical feature selection
schemes, and evaluated in the context of the placement of pressure sensors as
part of a shoe insole. It turns out that feature selection respecting the class
of functions is superior to both placement based on anatomical considerations
and classical feature selection methods.
alternative_id:
- '3054'
author:
- first_name: Markus
full_name: Vieth, Markus
last_name: Vieth
- first_name: Nils
full_name: Grimmelsmann, Nils
id: '214493'
last_name: Grimmelsmann
orcid: 0000-0002-4864-4978
- first_name: Axel
full_name: Schneider, Axel
id: '213480'
last_name: Schneider
orcid: 0000-0002-6632-3473
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
citation:
alphadin: 'Vieth, Markus ; Grimmelsmann,
Nils ; Schneider, Axel ;
Hammer, Barbara: Efficient Sensor
Selection for Individualized Prediction Based on Biosignals. In: Yin,
H. ; Camacho, D. ; Tino, P. (Hrsg.): Intelligent Data
Engineering and Automated Learning – IDEAL 2022. 23rd International Conference,
IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Lecture
Notes in Computer Science. Bd. 13756. Cham : Springer International Publishing,
2022, S. 326–337'
ama: 'Vieth M, Grimmelsmann N, Schneider A, Hammer B. Efficient Sensor Selection
for Individualized Prediction Based on Biosignals. In: Yin H, Camacho D, Tino
P, eds. Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd
International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings.
Vol 13756. Lecture Notes in Computer Science. Cham: Springer International Publishing;
2022:326-337. doi:10.1007/978-3-031-21753-1_32'
apa: 'Vieth, M., Grimmelsmann, N., Schneider, A., & Hammer, B. (2022). Efficient
Sensor Selection for Individualized Prediction Based on Biosignals. In H. Yin,
D. Camacho, & P. Tino (Eds.), Intelligent Data Engineering and Automated
Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester,
UK, November 24–26, 2022, Proceedings (Vol. 13756, pp. 326–337). Cham: Springer
International Publishing. https://doi.org/10.1007/978-3-031-21753-1_32'
bibtex: '@inproceedings{Vieth_Grimmelsmann_Schneider_Hammer_2022, place={Cham},
series={Lecture Notes in Computer Science}, title={Efficient Sensor Selection
for Individualized Prediction Based on Biosignals}, volume={13756}, DOI={10.1007/978-3-031-21753-1_32},
booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd
International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings},
publisher={Springer International Publishing}, author={Vieth, Markus and Grimmelsmann,
Nils and Schneider, Axel and Hammer, Barbara}, editor={Yin, Hujun and Camacho,
David and Tino, PeterEditors}, year={2022}, pages={326–337}, collection={Lecture
Notes in Computer Science} }'
chicago: 'Vieth, Markus, Nils Grimmelsmann, Axel Schneider, and Barbara Hammer.
“Efficient Sensor Selection for Individualized Prediction Based on Biosignals.”
In Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International
Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings,
edited by Hujun Yin, David Camacho, and Peter Tino, 13756:326–37. Lecture Notes
in Computer Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-21753-1_32.'
ieee: M. Vieth, N. Grimmelsmann, A. Schneider, and B. Hammer, “Efficient Sensor
Selection for Individualized Prediction Based on Biosignals,” in Intelligent
Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference,
IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Manchester,
2022, vol. 13756, pp. 326–337.
mla: Vieth, Markus, et al. “Efficient Sensor Selection for Individualized Prediction
Based on Biosignals.” Intelligent Data Engineering and Automated Learning –
IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November
24–26, 2022, Proceedings, edited by Hujun Yin et al., vol. 13756, Springer
International Publishing, 2022, pp. 326–37, doi:10.1007/978-3-031-21753-1_32.
short: 'M. Vieth, N. Grimmelsmann, A. Schneider, B. Hammer, in: H. Yin, D. Camacho,
P. Tino (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2022.
23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022,
Proceedings, Springer International Publishing, Cham, 2022, pp. 326–337.'
conference:
location: Manchester
name: 23rd International Conference on Intelligent Data Engineering and Automated
Learning
date_created: 2023-05-29T15:26:10Z
date_updated: 2023-06-19T15:26:06Z
doi: 10.1007/978-3-031-21753-1_32
editor:
- first_name: Hujun
full_name: Yin, Hujun
last_name: Yin
- first_name: David
full_name: Camacho, David
last_name: Camacho
- first_name: Peter
full_name: Tino, Peter
last_name: Tino
intvolume: ' 13756'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1007/978-3-031-21753-1_32
oa: '1'
page: 326-337
place: Cham
project:
- _id: 72dfeb62-b436-11ed-9513-f39505d26204
name: CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie
- _id: edf53067-b368-11ed-bde2-9f34a4102af5
name: TransCareTech - Transformation in Care & Technology
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
name: Institut für Systemdynamik und Mechatronik
publication: Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd
International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings
publication_identifier:
eisbn:
- 978-3-031-21753-1
eissn:
- 1611-3349
isbn:
- 978-3-031-21752-4
issn:
- 0302-9743
publication_status: published
publisher: Springer International Publishing
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: Efficient Sensor Selection for Individualized Prediction Based on Biosignals
type: conference
user_id: '245590'
volume: 13756
year: '2022'
...
---
_id: '2483'
abstract:
- lang: eng
text: Systematic literature reviews (SLRs) are at the heart of evidence-based research,
collecting and integrating empirical evidence regarding specific research questions.
A leading step in the search for relevant evidence is composing Boolean search
queries, which are still at the core of how information retrieval systems work
to perform an advanced literature search. Building these queries thus requires
going from the general aims of the research questions into actionable search terms
that are combined into potentially complex Boolean expressions. Researchers are
thus tasked with the daunting and challenging task of building and refining search
queries in their quest for sufficient coverage and proper representation of the
literature. In this paper, we propose an adaptive Boolean query generation and
refinement pipeline for SLR search. Our approach utilizes a reinforcement learning
technique to learn the optimal modifications for a query based on the feedback
collecting from the researchers about the query retrieval performance. Empirical
evaluations with 10 SLR datasets showed our approach to achieve comparable performance
to that of queries manually composed by SLR authors.
author:
- first_name: Maisie
full_name: Badami, Maisie
last_name: Badami
- first_name: Boualem
full_name: Benatallah, Boualem
last_name: Benatallah
- first_name: Marcos
full_name: Baez Gonzalez, Marcos
id: '250311'
last_name: Baez Gonzalez
orcid: 0000-0003-1666-2474
citation:
alphadin: 'Badami, Maisie ; Benatallah, Boualem ; Baez
Gonzalez, Marcos: Systematic Literature Review Search Query Refinement
Pipeline: Incremental Enrichment and Adaptation. In: Franch,
X. ; Poels, G. ; Gailly,
F. ; Snoeck, M. (Hrsg.):
Advanced Information Systems Engineering. 34th International Conference, CAiSE
2022, Leuven, Belgium, June 6–10, 2022, Proceedings, Lecture Notes in Computer
Science. Cham : Springer International Publishing, 2022, S. 129–146'
ama: 'Badami M, Benatallah B, Baez Gonzalez M. Systematic Literature Review Search
Query Refinement Pipeline: Incremental Enrichment and Adaptation. In: Franch X,
Poels G, Gailly F, Snoeck M, eds. Advanced Information Systems Engineering.
34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings.
Lecture Notes in Computer Science. Cham: Springer International Publishing; 2022:129-146.
doi:10.1007/978-3-031-07472-1_8'
apa: 'Badami, M., Benatallah, B., & Baez Gonzalez, M. (2022). Systematic Literature
Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation.
In X. Franch, G. Poels, F. Gailly, & M. Snoeck (Eds.), Advanced Information
Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium,
June 6–10, 2022, Proceedings (pp. 129–146). Cham: Springer International Publishing.
https://doi.org/10.1007/978-3-031-07472-1_8'
bibtex: '@inbook{Badami_Benatallah_Baez Gonzalez_2022, place={Cham}, series={Lecture
Notes in Computer Science}, title={Systematic Literature Review Search Query Refinement
Pipeline: Incremental Enrichment and Adaptation}, DOI={10.1007/978-3-031-07472-1_8},
booktitle={Advanced Information Systems Engineering. 34th International Conference,
CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings}, publisher={Springer
International Publishing}, author={Badami, Maisie and Benatallah, Boualem and
Baez Gonzalez, Marcos}, editor={Franch, Xavier and Poels, Geert and Gailly, Frederik
and Snoeck, MoniqueEditors}, year={2022}, pages={129–146}, collection={Lecture
Notes in Computer Science} }'
chicago: 'Badami, Maisie, Boualem Benatallah, and Marcos Baez Gonzalez. “Systematic
Literature Review Search Query Refinement Pipeline: Incremental Enrichment and
Adaptation.” In Advanced Information Systems Engineering. 34th International
Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, edited
by Xavier Franch, Geert Poels, Frederik Gailly, and Monique Snoeck, 129–46. Lecture
Notes in Computer Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-07472-1_8.'
ieee: 'M. Badami, B. Benatallah, and M. Baez Gonzalez, “Systematic Literature Review
Search Query Refinement Pipeline: Incremental Enrichment and Adaptation,” in Advanced
Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven,
Belgium, June 6–10, 2022, Proceedings, X. Franch, G. Poels, F. Gailly, and
M. Snoeck, Eds. Cham: Springer International Publishing, 2022, pp. 129–146.'
mla: 'Badami, Maisie, et al. “Systematic Literature Review Search Query Refinement
Pipeline: Incremental Enrichment and Adaptation.” Advanced Information Systems
Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June
6–10, 2022, Proceedings, edited by Xavier Franch et al., Springer International
Publishing, 2022, pp. 129–46, doi:10.1007/978-3-031-07472-1_8.'
short: 'M. Badami, B. Benatallah, M. Baez Gonzalez, in: X. Franch, G. Poels, F.
Gailly, M. Snoeck (Eds.), Advanced Information Systems Engineering. 34th International
Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, Springer
International Publishing, Cham, 2022, pp. 129–146.'
conference:
end_date: 2022-06-10
location: Leuven, Belgium
name: Advanced Information Systems Engineering. 34th International Conference, CAiSE
2022
start_date: 2022-06-06
date_created: 2023-03-08T15:00:46Z
date_updated: 2023-06-17T10:40:46Z
doi: 10.1007/978-3-031-07472-1_8
editor:
- first_name: Xavier
full_name: Franch, Xavier
last_name: Franch
- first_name: Geert
full_name: Poels, Geert
last_name: Poels
- first_name: Frederik
full_name: Gailly, Frederik
last_name: Gailly
- first_name: Monique
full_name: Snoeck, Monique
last_name: Snoeck
language:
- iso: eng
page: 129-146
place: Cham
publication: Advanced Information Systems Engineering. 34th International Conference,
CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings
publication_identifier:
eisbn:
- 978-3-031-07472-1
eissn:
- 1611-3349
isbn:
- 978-3-031-07471-4
issn:
- 0302-9743
publication_status: published
publisher: Springer International Publishing
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: 'Systematic Literature Review Search Query Refinement Pipeline: Incremental
Enrichment and Adaptation'
type: book_chapter
user_id: '216459'
year: '2022'
...
---
_id: '2481'
author:
- first_name: Marcos
full_name: Baez Gonzalez, Marcos
id: '250311'
last_name: Baez Gonzalez
orcid: 0000-0003-1666-2474
- first_name: Cinzia
full_name: Cappiello, Cinzia
last_name: Cappiello
- first_name: Claudia M.
full_name: Cutrupi, Claudia M.
last_name: Cutrupi
- first_name: Maristella
full_name: Matera, Maristella
last_name: Matera
- first_name: Isabella
full_name: Possaghi, Isabella
last_name: Possaghi
- first_name: Emanuele
full_name: Pucci, Emanuele
last_name: Pucci
- first_name: Gianluca
full_name: Spadone, Gianluca
last_name: Spadone
- first_name: Antonella
full_name: Pasquale, Antonella
last_name: Pasquale
citation:
alphadin: 'Baez Gonzalez, Marcos ;
Cappiello, Cinzia ; Cutrupi,
Claudia M. ; Matera, Maristella
; Possaghi, Isabella ; Pucci,
Emanuele ; Spadone, Gianluca
; Pasquale, Antonella: Supporting
Natural Language Interaction with the Web. In: Di
Noia, T. ; Ko, I.-Y. ; Schedl, M. ; Ardito,
C. (Hrsg.): Web Engineering. 22nd International Conference, ICWE 2022,
Bari, Italy, July 5–8, 2022, Proceedings, Lecture Notes in Computer Science.
Cham : Springer International Publishing, 2022, S. 383–390'
ama: 'Baez Gonzalez M, Cappiello C, Cutrupi CM, et al. Supporting Natural Language
Interaction with the Web. In: Di Noia T, Ko I-Y, Schedl M, Ardito C, eds. Web
Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8,
2022, Proceedings. Lecture Notes in Computer Science. Cham: Springer International
Publishing; 2022:383-390. doi:10.1007/978-3-031-09917-5_26'
apa: 'Baez Gonzalez, M., Cappiello, C., Cutrupi, C. M., Matera, M., Possaghi, I.,
Pucci, E., … Pasquale, A. (2022). Supporting Natural Language Interaction with
the Web. In T. Di Noia, I.-Y. Ko, M. Schedl, & C. Ardito (Eds.), Web Engineering.
22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings
(pp. 383–390). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-09917-5_26'
bibtex: '@inbook{Baez Gonzalez_Cappiello_Cutrupi_Matera_Possaghi_Pucci_Spadone_Pasquale_2022,
place={Cham}, series={Lecture Notes in Computer Science}, title={Supporting Natural
Language Interaction with the Web}, DOI={10.1007/978-3-031-09917-5_26},
booktitle={Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy,
July 5–8, 2022, Proceedings}, publisher={Springer International Publishing}, author={Baez
Gonzalez, Marcos and Cappiello, Cinzia and Cutrupi, Claudia M. and Matera, Maristella
and Possaghi, Isabella and Pucci, Emanuele and Spadone, Gianluca and Pasquale,
Antonella}, editor={Di Noia, Tommaso and Ko, In-Young and Schedl, Markus and Ardito,
CarmeloEditors}, year={2022}, pages={383–390}, collection={Lecture Notes in Computer
Science} }'
chicago: 'Baez Gonzalez, Marcos, Cinzia Cappiello, Claudia M. Cutrupi, Maristella
Matera, Isabella Possaghi, Emanuele Pucci, Gianluca Spadone, and Antonella Pasquale.
“Supporting Natural Language Interaction with the Web.” In Web Engineering.
22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings,
edited by Tommaso Di Noia, In-Young Ko, Markus Schedl, and Carmelo Ardito, 383–90.
Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022.
https://doi.org/10.1007/978-3-031-09917-5_26.'
ieee: 'M. Baez Gonzalez et al., “Supporting Natural Language Interaction
with the Web,” in Web Engineering. 22nd International Conference, ICWE 2022,
Bari, Italy, July 5–8, 2022, Proceedings, T. Di Noia, I.-Y. Ko, M. Schedl,
and C. Ardito, Eds. Cham: Springer International Publishing, 2022, pp. 383–390.'
mla: Baez Gonzalez, Marcos, et al. “Supporting Natural Language Interaction with
the Web.” Web Engineering. 22nd International Conference, ICWE 2022, Bari,
Italy, July 5–8, 2022, Proceedings, edited by Tommaso Di Noia et al., Springer
International Publishing, 2022, pp. 383–90, doi:10.1007/978-3-031-09917-5_26.
short: 'M. Baez Gonzalez, C. Cappiello, C.M. Cutrupi, M. Matera, I. Possaghi, E.
Pucci, G. Spadone, A. Pasquale, in: T. Di Noia, I.-Y. Ko, M. Schedl, C. Ardito
(Eds.), Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy,
July 5–8, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp.
383–390.'
conference:
end_date: 2022-07-08
location: Bari, Italy
name: Web Engineering. 22nd International Conference, ICWE 2022
start_date: 2022-07-05
date_created: 2023-03-08T14:57:51Z
date_updated: 2023-06-17T10:36:19Z
doi: 10.1007/978-3-031-09917-5_26
editor:
- first_name: Tommaso
full_name: Di Noia, Tommaso
last_name: Di Noia
- first_name: In-Young
full_name: Ko, In-Young
last_name: Ko
- first_name: Markus
full_name: Schedl, Markus
last_name: Schedl
- first_name: Carmelo
full_name: Ardito, Carmelo
last_name: Ardito
language:
- iso: eng
page: 383-390
place: Cham
publication: Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy,
July 5–8, 2022, Proceedings
publication_identifier:
eisbn:
- 978-3-031-09917-5
eissn:
- 1611-3349
isbn:
- 978-3-031-09916-8
issn:
- 0302-9743
publication_status: published
publisher: Springer International Publishing
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: Supporting Natural Language Interaction with the Web
type: book_chapter
user_id: '216459'
year: '2022'
...
---
_id: '2480'
author:
- first_name: Sara
full_name: Bouguelia, Sara
last_name: Bouguelia
- first_name: Hayet
full_name: Brabra, Hayet
last_name: Brabra
- first_name: Boualem
full_name: Benatallah, Boualem
last_name: Benatallah
- first_name: Marcos
full_name: Baez Gonzalez, Marcos
id: '250311'
last_name: Baez Gonzalez
orcid: 0000-0003-1666-2474
- first_name: Shayan
full_name: Zamanirad, Shayan
last_name: Zamanirad
- first_name: Hamamache
full_name: Kheddouci, Hamamache
last_name: Kheddouci
citation:
alphadin: 'Bouguelia, Sara ; Brabra, Hayet ; Benatallah,
Boualem ; Baez Gonzalez, Marcos
; Zamanirad, Shayan ; Kheddouci,
Hamamache: Context Knowledge-Aware Recognition of Composite Intents in
Task-Oriented Human-Bot Conversations. In: Franch,
X. ; Poels, G. ; Gailly,
F. ; Snoeck, M. (Hrsg.):
Advanced Information Systems Engineering. 34th International Conference, CAiSE
2022, Leuven, Belgium, June 6–10, 2022, Proceedings, Lecture Notes in Computer
Science. Cham : Springer International Publishing, 2022, S. 237–252'
ama: 'Bouguelia S, Brabra H, Benatallah B, Baez Gonzalez M, Zamanirad S, Kheddouci
H. Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot
Conversations. In: Franch X, Poels G, Gailly F, Snoeck M, eds. Advanced Information
Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium,
June 6–10, 2022, Proceedings. Lecture Notes in Computer Science. Cham: Springer
International Publishing; 2022:237-252. doi:10.1007/978-3-031-07472-1_14'
apa: 'Bouguelia, S., Brabra, H., Benatallah, B., Baez Gonzalez, M., Zamanirad, S.,
& Kheddouci, H. (2022). Context Knowledge-Aware Recognition of Composite Intents
in Task-Oriented Human-Bot Conversations. In X. Franch, G. Poels, F. Gailly, &
M. Snoeck (Eds.), Advanced Information Systems Engineering. 34th International
Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings (pp.
237–252). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-07472-1_14'
bibtex: '@inbook{Bouguelia_Brabra_Benatallah_Baez Gonzalez_Zamanirad_Kheddouci_2022,
place={Cham}, series={Lecture Notes in Computer Science}, title={Context Knowledge-Aware
Recognition of Composite Intents in Task-Oriented Human-Bot Conversations}, DOI={10.1007/978-3-031-07472-1_14},
booktitle={Advanced Information Systems Engineering. 34th International Conference,
CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings}, publisher={Springer
International Publishing}, author={Bouguelia, Sara and Brabra, Hayet and Benatallah,
Boualem and Baez Gonzalez, Marcos and Zamanirad, Shayan and Kheddouci, Hamamache},
editor={Franch, Xavier and Poels, Geert and Gailly, Frederik and Snoeck, MoniqueEditors},
year={2022}, pages={237–252}, collection={Lecture Notes in Computer Science} }'
chicago: 'Bouguelia, Sara, Hayet Brabra, Boualem Benatallah, Marcos Baez Gonzalez,
Shayan Zamanirad, and Hamamache Kheddouci. “Context Knowledge-Aware Recognition
of Composite Intents in Task-Oriented Human-Bot Conversations.” In Advanced
Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven,
Belgium, June 6–10, 2022, Proceedings, edited by Xavier Franch, Geert Poels,
Frederik Gailly, and Monique Snoeck, 237–52. Lecture Notes in Computer Science.
Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-07472-1_14.'
ieee: 'S. Bouguelia, H. Brabra, B. Benatallah, M. Baez Gonzalez, S. Zamanirad, and
H. Kheddouci, “Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented
Human-Bot Conversations,” in Advanced Information Systems Engineering. 34th
International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings,
X. Franch, G. Poels, F. Gailly, and M. Snoeck, Eds. Cham: Springer International
Publishing, 2022, pp. 237–252.'
mla: Bouguelia, Sara, et al. “Context Knowledge-Aware Recognition of Composite Intents
in Task-Oriented Human-Bot Conversations.” Advanced Information Systems Engineering.
34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings,
edited by Xavier Franch et al., Springer International Publishing, 2022, pp. 237–52,
doi:10.1007/978-3-031-07472-1_14.
short: 'S. Bouguelia, H. Brabra, B. Benatallah, M. Baez Gonzalez, S. Zamanirad,
H. Kheddouci, in: X. Franch, G. Poels, F. Gailly, M. Snoeck (Eds.), Advanced Information
Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium,
June 6–10, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp.
237–252.'
conference:
end_date: 2022-06-10
location: Leuven, Belgium
name: Advanced Information Systems Engineering. 34th International Conference, CAiSE
2022
start_date: 2022-06-06
date_created: 2023-03-08T14:56:40Z
date_updated: 2023-06-17T10:34:24Z
doi: 10.1007/978-3-031-07472-1_14
editor:
- first_name: Xavier
full_name: Franch, Xavier
last_name: Franch
- first_name: Geert
full_name: Poels, Geert
last_name: Poels
- first_name: Frederik
full_name: Gailly, Frederik
last_name: Gailly
- first_name: Monique
full_name: Snoeck, Monique
last_name: Snoeck
language:
- iso: eng
page: 237-252
place: Cham
publication: Advanced Information Systems Engineering. 34th International Conference,
CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings
publication_identifier:
eisbn:
- 978-3-031-07472-1
eissn:
- 1611-3349
isbn:
- 978-3-031-07471-4
issn:
- 0302-9743
publication_status: published
publisher: Springer International Publishing
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot
Conversations
type: book_chapter
user_id: '216459'
year: '2022'
...
---
_id: '2479'
author:
- first_name: Jorge
full_name: Ramírez, Jorge
last_name: Ramírez
- first_name: Marcos
full_name: Baez Gonzalez, Marcos
id: '250311'
last_name: Baez Gonzalez
orcid: 0000-0003-1666-2474
- first_name: Auday
full_name: Berro, Auday
last_name: Berro
- first_name: Boualem
full_name: Benatallah, Boualem
last_name: Benatallah
- first_name: Fabio
full_name: Casati, Fabio
last_name: Casati
citation:
alphadin: 'Ramírez, Jorge ; Baez Gonzalez, Marcos ; Berro,
Auday ; Benatallah, Boualem
; Casati, Fabio: Crowdsourcing Syntactically
Diverse Paraphrases with Diversity-Aware Prompts and Workflows. In: Franch,
X. ; Poels, G. ; Gailly,
F. ; Snoeck, M. (Hrsg.):
Advanced Information Systems Engineering. 34th International Conference, CAiSE
2022, Leuven, Belgium, June 6–10, 2022, Proceedings, Lecture Notes in Computer
Science. Cham : Springer International Publishing, 2022, S. 253–269'
ama: 'Ramírez J, Baez Gonzalez M, Berro A, Benatallah B, Casati F. Crowdsourcing
Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows.
In: Franch X, Poels G, Gailly F, Snoeck M, eds. Advanced Information Systems
Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June
6–10, 2022, Proceedings. Lecture Notes in Computer Science. Cham: Springer
International Publishing; 2022:253-269. doi:10.1007/978-3-031-07472-1_15'
apa: 'Ramírez, J., Baez Gonzalez, M., Berro, A., Benatallah, B., & Casati, F.
(2022). Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts
and Workflows. In X. Franch, G. Poels, F. Gailly, & M. Snoeck (Eds.), Advanced
Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven,
Belgium, June 6–10, 2022, Proceedings (pp. 253–269). Cham: Springer International
Publishing. https://doi.org/10.1007/978-3-031-07472-1_15'
bibtex: '@inbook{Ramírez_Baez Gonzalez_Berro_Benatallah_Casati_2022, place={Cham},
series={Lecture Notes in Computer Science}, title={Crowdsourcing Syntactically
Diverse Paraphrases with Diversity-Aware Prompts and Workflows}, DOI={10.1007/978-3-031-07472-1_15},
booktitle={Advanced Information Systems Engineering. 34th International Conference,
CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings}, publisher={Springer
International Publishing}, author={Ramírez, Jorge and Baez Gonzalez, Marcos and
Berro, Auday and Benatallah, Boualem and Casati, Fabio}, editor={Franch, Xavier
and Poels, Geert and Gailly, Frederik and Snoeck, MoniqueEditors}, year={2022},
pages={253–269}, collection={Lecture Notes in Computer Science} }'
chicago: 'Ramírez, Jorge, Marcos Baez Gonzalez, Auday Berro, Boualem Benatallah,
and Fabio Casati. “Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware
Prompts and Workflows.” In Advanced Information Systems Engineering. 34th International
Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, edited
by Xavier Franch, Geert Poels, Frederik Gailly, and Monique Snoeck, 253–69. Lecture
Notes in Computer Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-07472-1_15.'
ieee: 'J. Ramírez, M. Baez Gonzalez, A. Berro, B. Benatallah, and F. Casati, “Crowdsourcing
Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows,”
in Advanced Information Systems Engineering. 34th International Conference,
CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, X. Franch, G. Poels,
F. Gailly, and M. Snoeck, Eds. Cham: Springer International Publishing, 2022,
pp. 253–269.'
mla: Ramírez, Jorge, et al. “Crowdsourcing Syntactically Diverse Paraphrases with
Diversity-Aware Prompts and Workflows.” Advanced Information Systems Engineering.
34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings,
edited by Xavier Franch et al., Springer International Publishing, 2022, pp. 253–69,
doi:10.1007/978-3-031-07472-1_15.
short: 'J. Ramírez, M. Baez Gonzalez, A. Berro, B. Benatallah, F. Casati, in: X.
Franch, G. Poels, F. Gailly, M. Snoeck (Eds.), Advanced Information Systems Engineering.
34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings,
Springer International Publishing, Cham, 2022, pp. 253–269.'
conference:
end_date: 2022-06-10
location: Leuven, Belgium
name: 34th International Conference, CAiSE 2022
start_date: 2022-06-06
date_created: 2023-03-08T14:54:51Z
date_updated: 2023-06-17T10:33:02Z
doi: 10.1007/978-3-031-07472-1_15
editor:
- first_name: Xavier
full_name: Franch, Xavier
last_name: Franch
- first_name: Geert
full_name: Poels, Geert
last_name: Poels
- first_name: Frederik
full_name: Gailly, Frederik
last_name: Gailly
- first_name: Monique
full_name: Snoeck, Monique
last_name: Snoeck
language:
- iso: eng
page: 253-269
place: Cham
publication: Advanced Information Systems Engineering. 34th International Conference,
CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings
publication_identifier:
eisbn:
- 978-3-031-07472-1
eissn:
- 1611-3349
isbn:
- 978-3-031-07471-4
issn:
- 0302-9743
publication_status: published
publisher: Springer International Publishing
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts
and Workflows
type: book_chapter
user_id: '216459'
year: '2022'
...
---
_id: '2401'
abstract:
- lang: eng
text: Task-oriented conversational assistants are in very high demand these days.
They employ third-party APIs to serve end-users via natural language interactions
and improve their productivity. Recently, the augmentation of process-enabled
automation with conversational assistants emerged as a promising technology to
make process automation closer to users. This paper focuses on the superimposition
of task-oriented assistants over composite services. We propose a Human-bot-Process
interaction acts that are relevant to represent natural language conversations
between the user and multi-step processes. In doing so, we enable human users
to perform tasks by naturally interacting with processes.
author:
- first_name: Sara
full_name: Bouguelia, Sara
last_name: Bouguelia
- first_name: Auday
full_name: Berro, Auday
last_name: Berro
- first_name: Boualem
full_name: Benatallah, Boualem
last_name: Benatallah
- first_name: Marcos
full_name: Baez Gonzalez, Marcos
id: '250311'
last_name: Baez Gonzalez
orcid: 0000-0003-1666-2474
- first_name: Hayet
full_name: Brabra, Hayet
last_name: Brabra
- first_name: Shayan
full_name: Zamanirad, Shayan
last_name: Zamanirad
- first_name: Hamamache
full_name: Kheddouci, Hamamache
last_name: Kheddouci
citation:
alphadin: 'Bouguelia, Sara ; Berro, Auday ; Benatallah,
Boualem ; Baez Gonzalez, Marcos
; Brabra, Hayet ; Zamanirad,
Shayan ; Kheddouci, Hamamache:
Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language
Conversations over Composite Services. In: Troya,
J. ; Medjahed, B. ; Piattini, M. ; Yao,
L. ; Fernández, P. ; Ruiz-Cortés, A. (Hrsg.): Service-Oriented
Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November
29 – December 2, 2022, Proceedings, Lecture Notes in Computer Science.
Cham : Springer Nature Switzerland, 2022, S. 575–583'
ama: 'Bouguelia S, Berro A, Benatallah B, et al. Process-Oriented Intents: A Cornerstone
for Superimposition of Natural Language Conversations over Composite Services.
In: Troya J, Medjahed B, Piattini M, Yao L, Fernández P, Ruiz-Cortés A, eds. Service-Oriented
Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November
29 – December 2, 2022, Proceedings. Lecture Notes in Computer Science. Cham:
Springer Nature Switzerland; 2022:575-583. doi:10.1007/978-3-031-20984-0_41'
apa: 'Bouguelia, S., Berro, A., Benatallah, B., Baez Gonzalez, M., Brabra, H., Zamanirad,
S., & Kheddouci, H. (2022). Process-Oriented Intents: A Cornerstone for Superimposition
of Natural Language Conversations over Composite Services. In J. Troya, B. Medjahed,
M. Piattini, L. Yao, P. Fernández, & A. Ruiz-Cortés (Eds.), Service-Oriented
Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November
29 – December 2, 2022, Proceedings (pp. 575–583). Cham: Springer Nature Switzerland.
https://doi.org/10.1007/978-3-031-20984-0_41'
bibtex: '@inbook{Bouguelia_Berro_Benatallah_Baez Gonzalez_Brabra_Zamanirad_Kheddouci_2022,
place={Cham}, series={Lecture Notes in Computer Science}, title={Process-Oriented
Intents: A Cornerstone for Superimposition of Natural Language Conversations over Composite
Services}, DOI={10.1007/978-3-031-20984-0_41},
booktitle={Service-Oriented Computing. 20th International Conference, ICSOC 2022,
Seville, Spain, November 29 – December 2, 2022, Proceedings}, publisher={Springer
Nature Switzerland}, author={Bouguelia, Sara and Berro, Auday and Benatallah,
Boualem and Baez Gonzalez, Marcos and Brabra, Hayet and Zamanirad, Shayan and
Kheddouci, Hamamache}, editor={Troya, Javier and Medjahed, Brahim and Piattini,
Mario and Yao, Lina and Fernández, Pablo and Ruiz-Cortés, AntonioEditors}, year={2022},
pages={575–583}, collection={Lecture Notes in Computer Science} }'
chicago: 'Bouguelia, Sara, Auday Berro, Boualem Benatallah, Marcos Baez Gonzalez,
Hayet Brabra, Shayan Zamanirad, and Hamamache Kheddouci. “Process-Oriented Intents:
A Cornerstone for Superimposition of Natural Language Conversations over Composite
Services.” In Service-Oriented Computing. 20th International Conference, ICSOC
2022, Seville, Spain, November 29 – December 2, 2022, Proceedings, edited
by Javier Troya, Brahim Medjahed, Mario Piattini, Lina Yao, Pablo Fernández, and
Antonio Ruiz-Cortés, 575–83. Lecture Notes in Computer Science. Cham: Springer
Nature Switzerland, 2022. https://doi.org/10.1007/978-3-031-20984-0_41.'
ieee: 'S. Bouguelia et al., “Process-Oriented Intents: A Cornerstone for Superimposition
of Natural Language Conversations over Composite Services,” in Service-Oriented
Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November
29 – December 2, 2022, Proceedings, J. Troya, B. Medjahed, M. Piattini, L.
Yao, P. Fernández, and A. Ruiz-Cortés, Eds. Cham: Springer Nature Switzerland,
2022, pp. 575–583.'
mla: 'Bouguelia, Sara, et al. “Process-Oriented Intents: A Cornerstone for Superimposition
of Natural Language Conversations over Composite Services.” Service-Oriented
Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November
29 – December 2, 2022, Proceedings, edited by Javier Troya et al., Springer
Nature Switzerland, 2022, pp. 575–83, doi:10.1007/978-3-031-20984-0_41.'
short: 'S. Bouguelia, A. Berro, B. Benatallah, M. Baez Gonzalez, H. Brabra, S. Zamanirad,
H. Kheddouci, in: J. Troya, B. Medjahed, M. Piattini, L. Yao, P. Fernández, A.
Ruiz-Cortés (Eds.), Service-Oriented Computing. 20th International Conference,
ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings, Springer
Nature Switzerland, Cham, 2022, pp. 575–583.'
conference:
end_date: 2022-12-02
location: Seville, Spain
name: 'Service-Oriented Computing: 20th International Conference, ICSOC 2022'
start_date: 2022-11-29
date_created: 2023-02-09T14:31:08Z
date_updated: 2023-06-17T10:04:17Z
doi: 10.1007/978-3-031-20984-0_41
editor:
- first_name: Javier
full_name: Troya, Javier
last_name: Troya
- first_name: Brahim
full_name: Medjahed, Brahim
last_name: Medjahed
- first_name: Mario
full_name: Piattini, Mario
last_name: Piattini
- first_name: Lina
full_name: Yao, Lina
last_name: Yao
- first_name: Pablo
full_name: Fernández, Pablo
last_name: Fernández
- first_name: Antonio
full_name: Ruiz-Cortés, Antonio
last_name: Ruiz-Cortés
language:
- iso: eng
page: 575-583
place: Cham
publication: Service-Oriented Computing. 20th International Conference, ICSOC 2022,
Seville, Spain, November 29 – December 2, 2022, Proceedings
publication_identifier:
eisbn:
- 978-3-031-20984-0
eissn:
- 1611-3349
isbn:
- 978-3-031-20983-3
issn:
- 0302-9743
publication_status: published
publisher: Springer Nature Switzerland
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: 'Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language
Conversations over Composite Services'
type: book_chapter
user_id: '216459'
year: '2022'
...
---
_id: '2668'
author:
- first_name: Christoph
full_name: Ostrau, Christoph
id: '250133'
last_name: Ostrau
orcid: 0000-0003-1551-3848
- first_name: Jonas
full_name: Homburg, Jonas
last_name: Homburg
- first_name: Christian
full_name: Klarhorst, Christian
last_name: Klarhorst
- first_name: Michael
full_name: Thies, Michael
last_name: Thies
- first_name: Ulrich
full_name: Rückert, Ulrich
last_name: Rückert
citation:
alphadin: 'Ostrau, Christoph ; Homburg, Jonas ; Klarhorst,
Christian ; Thies, Michael
; Rückert, Ulrich: Benchmarking
Deep Spiking Neural Networks on Neuromorphic Hardware. In: Farkaš,
I. ; Masulli, P. ; Wermter, S. (Hrsg.): Artificial Neural
Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial
Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part
II, Lecture Notes in Computer Science. Cham : Springer International
Publishing, 2020, S. 610–621'
ama: 'Ostrau C, Homburg J, Klarhorst C, Thies M, Rückert U. Benchmarking Deep Spiking
Neural Networks on Neuromorphic Hardware. In: Farkaš I, Masulli P, Wermter S,
eds. Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International
Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18,
2020, Proceedings, Part II. Lecture Notes in Computer Science. Cham: Springer
International Publishing; 2020:610-621. doi:10.1007/978-3-030-61616-8_49'
apa: 'Ostrau, C., Homburg, J., Klarhorst, C., Thies, M., & Rückert, U. (2020).
Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware. In I. Farkaš,
P. Masulli, & S. Wermter (Eds.), Artificial Neural Networks and Machine
Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks,
Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II (pp. 610–621).
Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-61616-8_49'
bibtex: '@inproceedings{Ostrau_Homburg_Klarhorst_Thies_Rückert_2020, place={Cham},
series={Lecture Notes in Computer Science}, title={Benchmarking Deep Spiking Neural
Networks on Neuromorphic Hardware}, DOI={10.1007/978-3-030-61616-8_49},
booktitle={Artificial Neural Networks and Machine Learning – ICANN 2020. 29th
International Conference on Artificial Neural Networks, Bratislava, Slovakia,
September 15–18, 2020, Proceedings, Part II}, publisher={Springer International
Publishing}, author={Ostrau, Christoph and Homburg, Jonas and Klarhorst, Christian
and Thies, Michael and Rückert, Ulrich}, editor={Farkaš, Igor and Masulli, Paolo
and Wermter, StefanEditors}, year={2020}, pages={610–621}, collection={Lecture
Notes in Computer Science} }'
chicago: 'Ostrau, Christoph, Jonas Homburg, Christian Klarhorst, Michael Thies,
and Ulrich Rückert. “Benchmarking Deep Spiking Neural Networks on Neuromorphic
Hardware.” In Artificial Neural Networks and Machine Learning – ICANN 2020.
29th International Conference on Artificial Neural Networks, Bratislava, Slovakia,
September 15–18, 2020, Proceedings, Part II, edited by Igor Farkaš, Paolo
Masulli, and Stefan Wermter, 610–21. Lecture Notes in Computer Science. Cham:
Springer International Publishing, 2020. https://doi.org/10.1007/978-3-030-61616-8_49.'
ieee: C. Ostrau, J. Homburg, C. Klarhorst, M. Thies, and U. Rückert, “Benchmarking
Deep Spiking Neural Networks on Neuromorphic Hardware,” in Artificial Neural
Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial
Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part
II, 2020, pp. 610–621.
mla: Ostrau, Christoph, et al. “Benchmarking Deep Spiking Neural Networks on Neuromorphic
Hardware.” Artificial Neural Networks and Machine Learning – ICANN 2020. 29th
International Conference on Artificial Neural Networks, Bratislava, Slovakia,
September 15–18, 2020, Proceedings, Part II, edited by Igor Farkaš et al.,
Springer International Publishing, 2020, pp. 610–21, doi:10.1007/978-3-030-61616-8_49.
short: 'C. Ostrau, J. Homburg, C. Klarhorst, M. Thies, U. Rückert, in: I. Farkaš,
P. Masulli, S. Wermter (Eds.), Artificial Neural Networks and Machine Learning
– ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15–18, 2020, Proceedings, Part II, Springer International
Publishing, Cham, 2020, pp. 610–621.'
date_created: 2023-03-24T10:24:42Z
date_updated: 2023-03-24T11:59:47Z
doi: 10.1007/978-3-030-61616-8_49
editor:
- first_name: Igor
full_name: Farkaš, Igor
last_name: Farkaš
- first_name: Paolo
full_name: Masulli, Paolo
last_name: Masulli
- first_name: Stefan
full_name: Wermter, Stefan
last_name: Wermter
extern: '1'
language:
- iso: eng
page: 610-621
place: Cham
publication: Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International
Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18,
2020, Proceedings, Part II
publication_identifier:
eisbn:
- 978-3-030-61616-8
eissn:
- 1611-3349
isbn:
- 978-3-030-61615-1
issn:
- 0302-9743
publication_status: published
publisher: Springer International Publishing
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware
type: conference
user_id: '216459'
year: '2020'
...