---
_id: '48882'
abstract:
- lang: eng
text: In multimodal multi-objective optimization (MMMOO), the focus is not solely
on convergence in objective space, but rather also on explicitly ensuring diversity
in decision space. We illustrate why commonly used diversity measures are not
entirely appropriate for this task and propose a sophisticated basin-based evaluation
(BBE) method. Also, BBE variants are developed, capturing the anytime behavior
of algorithms. The set of BBE measures is tested by means of an algorithm configuration
study. We show that these new measures also transfer properties of the well-established
hypervolume (HV) indicator to the domain of MMMOO, thus also accounting for objective
space convergence. Moreover, we advance MMMOO research by providing insights into
the multimodal performance of the considered algorithms. Specifically, algorithms
exploiting local structures are shown to outperform classical evolutionary multi-objective
optimizers regarding the BBE variants and respective trade-off with HV.
author:
- first_name: Jonathan
full_name: Heins, Jonathan
last_name: Heins
- first_name: Jeroen
full_name: Rook, Jeroen
last_name: Rook
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Heike
full_name: Trautmann, Heike
last_name: Trautmann
citation:
ama: 'Heins J, Rook J, Schäpermeier L, Kerschke P, Bossek J, Trautmann H. BBE: Basin-Based
Evaluation of Multimodal Multi-objective Optimization Problems. In: Rudolph G,
Kononova AV, Aguirre H, Kerschke P, Ochoa G, Tusar T, eds. Parallel Problem
Solving from Nature (PPSN XVII). Lecture Notes in Computer Science. Springer
International Publishing; 2022:192–206. doi:10.1007/978-3-031-14714-2_14'
apa: 'Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J., & Trautmann,
H. (2022). BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization
Problems. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, &
T. Tusar (Eds.), Parallel Problem Solving from Nature (PPSN XVII) (pp.
192–206). Springer International Publishing. https://doi.org/10.1007/978-3-031-14714-2_14'
bibtex: '@inproceedings{Heins_Rook_Schäpermeier_Kerschke_Bossek_Trautmann_2022,
place={Cham}, series={Lecture Notes in Computer Science}, title={BBE: Basin-Based
Evaluation of Multimodal Multi-objective Optimization Problems}, DOI={10.1007/978-3-031-14714-2_14},
booktitle={Parallel Problem Solving from Nature (PPSN XVII)}, publisher={Springer
International Publishing}, author={Heins, Jonathan and Rook, Jeroen and Schäpermeier,
Lennart and Kerschke, Pascal and Bossek, Jakob and Trautmann, Heike}, editor={Rudolph,
Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa,
Gabriela and Tusar, Tea}, year={2022}, pages={192–206}, collection={Lecture Notes
in Computer Science} }'
chicago: 'Heins, Jonathan, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob
Bossek, and Heike Trautmann. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective
Optimization Problems.” In Parallel Problem Solving from Nature (PPSN XVII),
edited by Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela
Ochoa, and Tea Tusar, 192–206. Lecture Notes in Computer Science. Cham: Springer
International Publishing, 2022. https://doi.org/10.1007/978-3-031-14714-2_14.'
ieee: 'J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, and H. Trautmann,
“BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems,”
in Parallel Problem Solving from Nature (PPSN XVII), 2022, pp. 192–206,
doi: 10.1007/978-3-031-14714-2_14.'
mla: 'Heins, Jonathan, et al. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective
Optimization Problems.” Parallel Problem Solving from Nature (PPSN XVII),
edited by Günter Rudolph et al., Springer International Publishing, 2022, pp.
192–206, doi:10.1007/978-3-031-14714-2_14.'
short: 'J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, H. Trautmann,
in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tusar (Eds.),
Parallel Problem Solving from Nature (PPSN XVII), Springer International Publishing,
Cham, 2022, pp. 192–206.'
date_created: 2023-11-14T15:58:58Z
date_updated: 2023-12-13T10:47:50Z
department:
- _id: '819'
doi: 10.1007/978-3-031-14714-2_14
editor:
- first_name: Günter
full_name: Rudolph, Günter
last_name: Rudolph
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Hernán
full_name: Aguirre, Hernán
last_name: Aguirre
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Gabriela
full_name: Ochoa, Gabriela
last_name: Ochoa
- first_name: Tea
full_name: Tusar, Tea
last_name: Tusar
extern: '1'
keyword:
- Anytime behavior
- Benchmarking
- Continuous optimization
- Multi-objective optimization
- Multimodality
- Performance metric
language:
- iso: eng
page: 192–206
place: Cham
publication: Parallel Problem Solving from Nature (PPSN XVII)
publication_identifier:
isbn:
- 978-3-031-14714-2
publisher: Springer International Publishing
series_title: Lecture Notes in Computer Science
status: public
title: 'BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems'
type: conference
user_id: '102979'
year: '2022'
...
---
_id: '48896'
abstract:
- lang: eng
text: Hardness of Multi-Objective (MO) continuous optimization problems results
from an interplay of various problem characteristics, e. g. the degree of multi-modality.
We present a benchmark study of classical and diversity focused optimizers on
multi-modal MO problems based on automated algorithm configuration. We show the
large effect of the latter and investigate the trade-off between convergence in
objective space and diversity in decision space.
author:
- first_name: Jeroen
full_name: Rook, Jeroen
last_name: Rook
- first_name: Heike
full_name: Trautmann, Heike
last_name: Trautmann
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Christian
full_name: Grimme, Christian
last_name: Grimme
citation:
ama: 'Rook J, Trautmann H, Bossek J, Grimme C. On the Potential of Automated Algorithm
Configuration on Multi-Modal Multi-Objective Optimization Problems. In: Proceedings
of the Genetic and Evolutionary Computation Conference Companion. GECCO’22.
Association for Computing Machinery; 2022:356–359. doi:10.1145/3520304.3528998'
apa: Rook, J., Trautmann, H., Bossek, J., & Grimme, C. (2022). On the Potential
of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization
Problems. Proceedings of the Genetic and Evolutionary Computation Conference
Companion, 356–359. https://doi.org/10.1145/3520304.3528998
bibtex: '@inproceedings{Rook_Trautmann_Bossek_Grimme_2022, place={New York, NY,
USA}, series={GECCO’22}, title={On the Potential of Automated Algorithm Configuration
on Multi-Modal Multi-Objective Optimization Problems}, DOI={10.1145/3520304.3528998},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference
Companion}, publisher={Association for Computing Machinery}, author={Rook, Jeroen
and Trautmann, Heike and Bossek, Jakob and Grimme, Christian}, year={2022}, pages={356–359},
collection={GECCO’22} }'
chicago: 'Rook, Jeroen, Heike Trautmann, Jakob Bossek, and Christian Grimme. “On
the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective
Optimization Problems.” In Proceedings of the Genetic and Evolutionary Computation
Conference Companion, 356–359. GECCO’22. New York, NY, USA: Association for
Computing Machinery, 2022. https://doi.org/10.1145/3520304.3528998.'
ieee: 'J. Rook, H. Trautmann, J. Bossek, and C. Grimme, “On the Potential of Automated
Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems,”
in Proceedings of the Genetic and Evolutionary Computation Conference Companion,
2022, pp. 356–359, doi: 10.1145/3520304.3528998.'
mla: Rook, Jeroen, et al. “On the Potential of Automated Algorithm Configuration
on Multi-Modal Multi-Objective Optimization Problems.” Proceedings of the Genetic
and Evolutionary Computation Conference Companion, Association for Computing
Machinery, 2022, pp. 356–359, doi:10.1145/3520304.3528998.
short: 'J. Rook, H. Trautmann, J. Bossek, C. Grimme, in: Proceedings of the Genetic
and Evolutionary Computation Conference Companion, Association for Computing Machinery,
New York, NY, USA, 2022, pp. 356–359.'
date_created: 2023-11-14T15:59:00Z
date_updated: 2023-12-13T10:50:24Z
department:
- _id: '819'
doi: 10.1145/3520304.3528998
extern: '1'
keyword:
- configuration
- multi-modality
- multi-objective optimization
language:
- iso: eng
page: 356–359
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference Companion
publication_identifier:
isbn:
- 978-1-4503-9268-6
publisher: Association for Computing Machinery
series_title: GECCO’22
status: public
title: On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective
Optimization Problems
type: conference
user_id: '102979'
year: '2022'
...
---
_id: '51294'
abstract:
- lang: eng
text: Der Bericht gibt Einblicke in die Tagung „Fachdidaktische Entwicklungsforschung
in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“.
Diese fand am 22. und 23.03.2022 an der Bergischen Universität Wuppertal statt.
Im Fokus der Tagung stand die Fragestellung, wie Design-Based Research als Forschungsmethode
in der Deutschdidaktik eingesetzt werden kann. Hierzu wurden entsprechende Projekte
sowohl unter methodologischer als auch unter fachdidaktischer Perspektive diskutiert.
author:
- first_name: Laura
full_name: Drepper, Laura
last_name: Drepper
- first_name: Benjamin
full_name: Uhl, Benjamin
last_name: Uhl
citation:
ama: 'Drepper L, Uhl B. Tagungsbericht: „Fachdidaktische Entwicklungsforschung in
der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“
(22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal). Didaktik Deutsch.
2022;(52/53). doi:10.21248/dideu.97'
apa: 'Drepper, L., & Uhl, B. (2022). Tagungsbericht: „Fachdidaktische Entwicklungsforschung
in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“
(22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal). Didaktik Deutsch,
52/53. https://doi.org/10.21248/dideu.97'
bibtex: '@article{Drepper_Uhl_2022, title={Tagungsbericht: „Fachdidaktische Entwicklungsforschung
in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“
(22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal)}, DOI={10.21248/dideu.97},
number={52/53}, journal={Didaktik Deutsch}, publisher={University Library J. C.
Senckenberg}, author={Drepper, Laura and Uhl, Benjamin}, year={2022} }'
chicago: 'Drepper, Laura, and Benjamin Uhl. “Tagungsbericht: „Fachdidaktische Entwicklungsforschung
in Der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in Den Blick Nehmen“
(22.03.2022 Bis 23.03.2022, Bergische Universität Wuppertal).” Didaktik Deutsch,
no. 52/53 (2022). https://doi.org/10.21248/dideu.97.'
ieee: 'L. Drepper and B. Uhl, “Tagungsbericht: „Fachdidaktische Entwicklungsforschung
in der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in den Blick nehmen“
(22.03.2022 bis 23.03.2022, Bergische Universität Wuppertal),” Didaktik Deutsch,
no. 52/53, 2022, doi: 10.21248/dideu.97.'
mla: 'Drepper, Laura, and Benjamin Uhl. “Tagungsbericht: „Fachdidaktische Entwicklungsforschung
in Der Deutschdidaktik – Gegenstandsspezifische Lernprozesse in Den Blick Nehmen“
(22.03.2022 Bis 23.03.2022, Bergische Universität Wuppertal).” Didaktik Deutsch,
no. 52/53, University Library J. C. Senckenberg, 2022, doi:10.21248/dideu.97.'
short: L. Drepper, B. Uhl, Didaktik Deutsch (2022).
date_created: 2024-02-09T09:02:54Z
date_updated: 2024-02-09T09:03:27Z
doi: 10.21248/dideu.97
issue: 52/53
language:
- iso: eng
publication: Didaktik Deutsch
publication_identifier:
issn:
- 2751-6792
publication_status: published
publisher: University Library J. C. Senckenberg
status: public
title: 'Tagungsbericht: „Fachdidaktische Entwicklungsforschung in der Deutschdidaktik
– Gegenstandsspezifische Lernprozesse in den Blick nehmen“ (22.03.2022 bis 23.03.2022,
Bergische Universität Wuppertal)'
type: journal_article
user_id: '40689'
year: '2022'
...
---
_id: '47561'
abstract:
- lang: eng
text: AbstractAdditive manufacturing is a promising
tool for tailored solutions in chemical engineering. This applies in particular
to the design of lab‐scale packed bed columns. We present experimental results
to characterize a lab‐scale 3D printed structured metal packing and compare it
to a conventional counterpart. The results indicate that necessary adjustments
for the manufacturing process of the metal material have an influence on important
operating parameters, resulting in higher specific pressure drop, slightly higher
liquid holdup and lower mass transfer efficiency.
author:
- first_name: Julia
full_name: Riese, Julia
id: '101499'
last_name: Riese
orcid: 0000-0002-3053-0534
- first_name: Arnulf
full_name: Reitze, Arnulf
last_name: Reitze
- first_name: Marcus
full_name: Grünewald, Marcus
last_name: Grünewald
citation:
ama: Riese J, Reitze A, Grünewald M. Experimental Characterization of 3D Printed
Structured Metal Packing with an Enclosed Column Wall. Chemie Ingenieur Technik.
2022;94(7):993-1001. doi:10.1002/cite.202200002
apa: Riese, J., Reitze, A., & Grünewald, M. (2022). Experimental Characterization
of 3D Printed Structured Metal Packing with an Enclosed Column Wall. Chemie
Ingenieur Technik, 94(7), 993–1001. https://doi.org/10.1002/cite.202200002
bibtex: '@article{Riese_Reitze_Grünewald_2022, title={Experimental Characterization
of 3D Printed Structured Metal Packing with an Enclosed Column Wall}, volume={94},
DOI={10.1002/cite.202200002},
number={7}, journal={Chemie Ingenieur Technik}, publisher={Wiley}, author={Riese,
Julia and Reitze, Arnulf and Grünewald, Marcus}, year={2022}, pages={993–1001}
}'
chicago: 'Riese, Julia, Arnulf Reitze, and Marcus Grünewald. “Experimental Characterization
of 3D Printed Structured Metal Packing with an Enclosed Column Wall.” Chemie
Ingenieur Technik 94, no. 7 (2022): 993–1001. https://doi.org/10.1002/cite.202200002.'
ieee: 'J. Riese, A. Reitze, and M. Grünewald, “Experimental Characterization of
3D Printed Structured Metal Packing with an Enclosed Column Wall,” Chemie Ingenieur
Technik, vol. 94, no. 7, pp. 993–1001, 2022, doi: 10.1002/cite.202200002.'
mla: Riese, Julia, et al. “Experimental Characterization of 3D Printed Structured
Metal Packing with an Enclosed Column Wall.” Chemie Ingenieur Technik,
vol. 94, no. 7, Wiley, 2022, pp. 993–1001, doi:10.1002/cite.202200002.
short: J. Riese, A. Reitze, M. Grünewald, Chemie Ingenieur Technik 94 (2022) 993–1001.
date_created: 2023-10-04T14:15:30Z
date_updated: 2024-03-08T11:31:40Z
doi: 10.1002/cite.202200002
extern: '1'
intvolume: ' 94'
issue: '7'
keyword:
- Industrial and Manufacturing Engineering
- General Chemical Engineering
- General Chemistry
language:
- iso: eng
page: 993-1001
publication: Chemie Ingenieur Technik
publication_identifier:
issn:
- 0009-286X
- 1522-2640
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Experimental Characterization of 3D Printed Structured Metal Packing with an
Enclosed Column Wall
type: journal_article
user_id: '101499'
volume: 94
year: '2022'
...
---
_id: '32573'
author:
- first_name: Marcel
full_name: Maehren, Marcel
last_name: Maehren
- first_name: Philipp
full_name: Nieting, Philipp
last_name: Nieting
- first_name: Sven Niclas
full_name: Hebrok, Sven Niclas
id: '55616'
last_name: Hebrok
orcid: 0009-0006-1172-1665
- first_name: Robert
full_name: Merget, Robert
last_name: Merget
- first_name: Juraj
full_name: Somorovsky, Juraj
id: '83504'
last_name: Somorovsky
orcid: 0000-0002-3593-7720
- first_name: Jörg
full_name: Schwenk, Jörg
last_name: Schwenk
citation:
ama: 'Maehren M, Nieting P, Hebrok SN, Merget R, Somorovsky J, Schwenk J. TLS-Anvil:
Adapting Combinatorial Testing for TLS Libraries. In: 31st USENIX Security
Symposium (USENIX Security 22). USENIX Association; 2022.'
apa: 'Maehren, M., Nieting, P., Hebrok, S. N., Merget, R., Somorovsky, J., &
Schwenk, J. (2022). TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries.
31st USENIX Security Symposium (USENIX Security 22).'
bibtex: '@inproceedings{Maehren_Nieting_Hebrok_Merget_Somorovsky_Schwenk_2022, place={Boston,
MA}, title={TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries}, booktitle={31st
USENIX Security Symposium (USENIX Security 22)}, publisher={USENIX Association},
author={Maehren, Marcel and Nieting, Philipp and Hebrok, Sven Niclas and Merget,
Robert and Somorovsky, Juraj and Schwenk, Jörg}, year={2022} }'
chicago: 'Maehren, Marcel, Philipp Nieting, Sven Niclas Hebrok, Robert Merget, Juraj
Somorovsky, and Jörg Schwenk. “TLS-Anvil: Adapting Combinatorial Testing for TLS
Libraries.” In 31st USENIX Security Symposium (USENIX Security 22). Boston,
MA: USENIX Association, 2022.'
ieee: 'M. Maehren, P. Nieting, S. N. Hebrok, R. Merget, J. Somorovsky, and J. Schwenk,
“TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries,” 2022.'
mla: 'Maehren, Marcel, et al. “TLS-Anvil: Adapting Combinatorial Testing for TLS
Libraries.” 31st USENIX Security Symposium (USENIX Security 22), USENIX
Association, 2022.'
short: 'M. Maehren, P. Nieting, S.N. Hebrok, R. Merget, J. Somorovsky, J. Schwenk,
in: 31st USENIX Security Symposium (USENIX Security 22), USENIX Association, Boston,
MA, 2022.'
date_created: 2022-08-03T11:03:30Z
date_updated: 2024-04-02T12:19:45Z
department:
- _id: '632'
language:
- iso: eng
place: Boston, MA
publication: 31st USENIX Security Symposium (USENIX Security 22)
publisher: USENIX Association
status: public
title: 'TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries'
type: conference
user_id: '83504'
year: '2022'
...
---
_id: '53240'
author:
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Abdolreza
full_name: Azadmanesh, Abdolreza
last_name: Azadmanesh
- first_name: Arash Khalili
full_name: Nasr, Arash Khalili
last_name: Nasr
- first_name: Hassan
full_name: Mina, Hassan
last_name: Mina
citation:
ama: Tavana M, Azadmanesh A, Nasr AK, Mina H. A multicriteria-optimization model
for cultural heritage renovation projects and public-private partnerships in the
hospitality industry. Current Issues in Tourism. 2022;25(22):3709-3734.
doi:10.1080/13683500.2021.2015299
apa: Tavana, M., Azadmanesh, A., Nasr, A. K., & Mina, H. (2022). A multicriteria-optimization
model for cultural heritage renovation projects and public-private partnerships
in the hospitality industry. Current Issues in Tourism, 25(22),
3709–3734. https://doi.org/10.1080/13683500.2021.2015299
bibtex: '@article{Tavana_Azadmanesh_Nasr_Mina_2022, title={A multicriteria-optimization
model for cultural heritage renovation projects and public-private partnerships
in the hospitality industry}, volume={25}, DOI={10.1080/13683500.2021.2015299},
number={22}, journal={Current Issues in Tourism}, publisher={Informa UK Limited},
author={Tavana, Madjid and Azadmanesh, Abdolreza and Nasr, Arash Khalili and Mina,
Hassan}, year={2022}, pages={3709–3734} }'
chicago: 'Tavana, Madjid, Abdolreza Azadmanesh, Arash Khalili Nasr, and Hassan Mina.
“A Multicriteria-Optimization Model for Cultural Heritage Renovation Projects
and Public-Private Partnerships in the Hospitality Industry.” Current Issues
in Tourism 25, no. 22 (2022): 3709–34. https://doi.org/10.1080/13683500.2021.2015299.'
ieee: 'M. Tavana, A. Azadmanesh, A. K. Nasr, and H. Mina, “A multicriteria-optimization
model for cultural heritage renovation projects and public-private partnerships
in the hospitality industry,” Current Issues in Tourism, vol. 25, no. 22,
pp. 3709–3734, 2022, doi: 10.1080/13683500.2021.2015299.'
mla: Tavana, Madjid, et al. “A Multicriteria-Optimization Model for Cultural Heritage
Renovation Projects and Public-Private Partnerships in the Hospitality Industry.”
Current Issues in Tourism, vol. 25, no. 22, Informa UK Limited, 2022, pp.
3709–34, doi:10.1080/13683500.2021.2015299.
short: M. Tavana, A. Azadmanesh, A.K. Nasr, H. Mina, Current Issues in Tourism 25
(2022) 3709–3734.
date_created: 2024-04-04T15:51:30Z
date_updated: 2024-04-15T13:17:05Z
department:
- _id: '277'
doi: 10.1080/13683500.2021.2015299
intvolume: ' 25'
issue: '22'
keyword:
- Tourism
- Leisure and Hospitality Management
- Geography
- Planning and Development
language:
- iso: eng
page: 3709-3734
publication: Current Issues in Tourism
publication_identifier:
issn:
- 1368-3500
- 1747-7603
publication_status: published
publisher: Informa UK Limited
status: public
title: A multicriteria-optimization model for cultural heritage renovation projects
and public-private partnerships in the hospitality industry
type: journal_article
user_id: '51811'
volume: 25
year: '2022'
...
---
_id: '53241'
author:
- first_name: Kaveh
full_name: Khalili-Damghani, Kaveh
last_name: Khalili-Damghani
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Peiman
full_name: Ghasemi, Peiman
last_name: Ghasemi
citation:
ama: Khalili-Damghani K, Tavana M, Ghasemi P. A stochastic bi-objective simulation–optimization
model for cascade disaster location-allocation-distribution problems. Annals
of Operations Research. 2022;309(1):103-141. doi:10.1007/s10479-021-04191-0
apa: Khalili-Damghani, K., Tavana, M., & Ghasemi, P. (2022). A stochastic bi-objective
simulation–optimization model for cascade disaster location-allocation-distribution
problems. Annals of Operations Research, 309(1), 103–141. https://doi.org/10.1007/s10479-021-04191-0
bibtex: '@article{Khalili-Damghani_Tavana_Ghasemi_2022, title={A stochastic bi-objective
simulation–optimization model for cascade disaster location-allocation-distribution
problems}, volume={309}, DOI={10.1007/s10479-021-04191-0},
number={1}, journal={Annals of Operations Research}, publisher={Springer Science
and Business Media LLC}, author={Khalili-Damghani, Kaveh and Tavana, Madjid and
Ghasemi, Peiman}, year={2022}, pages={103–141} }'
chicago: 'Khalili-Damghani, Kaveh, Madjid Tavana, and Peiman Ghasemi. “A Stochastic
Bi-Objective Simulation–Optimization Model for Cascade Disaster Location-Allocation-Distribution
Problems.” Annals of Operations Research 309, no. 1 (2022): 103–41. https://doi.org/10.1007/s10479-021-04191-0.'
ieee: 'K. Khalili-Damghani, M. Tavana, and P. Ghasemi, “A stochastic bi-objective
simulation–optimization model for cascade disaster location-allocation-distribution
problems,” Annals of Operations Research, vol. 309, no. 1, pp. 103–141,
2022, doi: 10.1007/s10479-021-04191-0.'
mla: Khalili-Damghani, Kaveh, et al. “A Stochastic Bi-Objective Simulation–Optimization
Model for Cascade Disaster Location-Allocation-Distribution Problems.” Annals
of Operations Research, vol. 309, no. 1, Springer Science and Business Media
LLC, 2022, pp. 103–41, doi:10.1007/s10479-021-04191-0.
short: K. Khalili-Damghani, M. Tavana, P. Ghasemi, Annals of Operations Research
309 (2022) 103–141.
date_created: 2024-04-04T15:52:05Z
date_updated: 2024-04-15T13:17:18Z
department:
- _id: '277'
doi: 10.1007/s10479-021-04191-0
intvolume: ' 309'
issue: '1'
keyword:
- Management Science and Operations Research
- General Decision Sciences
language:
- iso: eng
page: 103-141
publication: Annals of Operations Research
publication_identifier:
issn:
- 0254-5330
- 1572-9338
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: A stochastic bi-objective simulation–optimization model for cascade disaster
location-allocation-distribution problems
type: journal_article
user_id: '51811'
volume: 309
year: '2022'
...
---
_id: '53245'
article_number: '132571'
author:
- first_name: Sahar
full_name: Moazzeni, Sahar
last_name: Moazzeni
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Sobhan
full_name: Mostafayi Darmian, Sobhan
last_name: Mostafayi Darmian
citation:
ama: Moazzeni S, Tavana M, Mostafayi Darmian S. A dynamic location-arc routing optimization
model for electric waste collection vehicles. Journal of Cleaner Production.
2022;364. doi:10.1016/j.jclepro.2022.132571
apa: Moazzeni, S., Tavana, M., & Mostafayi Darmian, S. (2022). A dynamic location-arc
routing optimization model for electric waste collection vehicles. Journal
of Cleaner Production, 364, Article 132571. https://doi.org/10.1016/j.jclepro.2022.132571
bibtex: '@article{Moazzeni_Tavana_Mostafayi Darmian_2022, title={A dynamic location-arc
routing optimization model for electric waste collection vehicles}, volume={364},
DOI={10.1016/j.jclepro.2022.132571},
number={132571}, journal={Journal of Cleaner Production}, publisher={Elsevier
BV}, author={Moazzeni, Sahar and Tavana, Madjid and Mostafayi Darmian, Sobhan},
year={2022} }'
chicago: Moazzeni, Sahar, Madjid Tavana, and Sobhan Mostafayi Darmian. “A Dynamic
Location-Arc Routing Optimization Model for Electric Waste Collection Vehicles.”
Journal of Cleaner Production 364 (2022). https://doi.org/10.1016/j.jclepro.2022.132571.
ieee: 'S. Moazzeni, M. Tavana, and S. Mostafayi Darmian, “A dynamic location-arc
routing optimization model for electric waste collection vehicles,” Journal
of Cleaner Production, vol. 364, Art. no. 132571, 2022, doi: 10.1016/j.jclepro.2022.132571.'
mla: Moazzeni, Sahar, et al. “A Dynamic Location-Arc Routing Optimization Model
for Electric Waste Collection Vehicles.” Journal of Cleaner Production,
vol. 364, 132571, Elsevier BV, 2022, doi:10.1016/j.jclepro.2022.132571.
short: S. Moazzeni, M. Tavana, S. Mostafayi Darmian, Journal of Cleaner Production
364 (2022).
date_created: 2024-04-04T15:55:17Z
date_updated: 2024-04-15T13:18:18Z
department:
- _id: '277'
doi: 10.1016/j.jclepro.2022.132571
intvolume: ' 364'
language:
- iso: eng
publication: Journal of Cleaner Production
publication_identifier:
issn:
- 0959-6526
publication_status: published
publisher: Elsevier BV
status: public
title: A dynamic location-arc routing optimization model for electric waste collection
vehicles
type: journal_article
user_id: '51811'
volume: 364
year: '2022'
...
---
_id: '53253'
article_number: '17'
author:
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Salman
full_name: Nazari-Shirkouhi, Salman
last_name: Nazari-Shirkouhi
- first_name: Amir
full_name: Mashayekhi, Amir
last_name: Mashayekhi
- first_name: Saeed
full_name: Mousakhani, Saeed
last_name: Mousakhani
citation:
ama: Tavana M, Nazari-Shirkouhi S, Mashayekhi A, Mousakhani S. An Integrated Data
Mining Framework for Organizational Resilience Assessment and Quality Management
Optimization in Trauma Centers. Operations Research Forum. 2022;3(1). doi:10.1007/s43069-022-00132-0
apa: Tavana, M., Nazari-Shirkouhi, S., Mashayekhi, A., & Mousakhani, S. (2022).
An Integrated Data Mining Framework for Organizational Resilience Assessment and
Quality Management Optimization in Trauma Centers. Operations Research Forum,
3(1), Article 17. https://doi.org/10.1007/s43069-022-00132-0
bibtex: '@article{Tavana_Nazari-Shirkouhi_Mashayekhi_Mousakhani_2022, title={An
Integrated Data Mining Framework for Organizational Resilience Assessment and
Quality Management Optimization in Trauma Centers}, volume={3}, DOI={10.1007/s43069-022-00132-0},
number={117}, journal={Operations Research Forum}, publisher={Springer Science
and Business Media LLC}, author={Tavana, Madjid and Nazari-Shirkouhi, Salman and
Mashayekhi, Amir and Mousakhani, Saeed}, year={2022} }'
chicago: Tavana, Madjid, Salman Nazari-Shirkouhi, Amir Mashayekhi, and Saeed Mousakhani.
“An Integrated Data Mining Framework for Organizational Resilience Assessment
and Quality Management Optimization in Trauma Centers.” Operations Research
Forum 3, no. 1 (2022). https://doi.org/10.1007/s43069-022-00132-0.
ieee: 'M. Tavana, S. Nazari-Shirkouhi, A. Mashayekhi, and S. Mousakhani, “An Integrated
Data Mining Framework for Organizational Resilience Assessment and Quality Management
Optimization in Trauma Centers,” Operations Research Forum, vol. 3, no.
1, Art. no. 17, 2022, doi: 10.1007/s43069-022-00132-0.'
mla: Tavana, Madjid, et al. “An Integrated Data Mining Framework for Organizational
Resilience Assessment and Quality Management Optimization in Trauma Centers.”
Operations Research Forum, vol. 3, no. 1, 17, Springer Science and Business
Media LLC, 2022, doi:10.1007/s43069-022-00132-0.
short: M. Tavana, S. Nazari-Shirkouhi, A. Mashayekhi, S. Mousakhani, Operations
Research Forum 3 (2022).
date_created: 2024-04-04T16:01:40Z
date_updated: 2024-04-15T13:20:37Z
department:
- _id: '277'
doi: 10.1007/s43069-022-00132-0
intvolume: ' 3'
issue: '1'
language:
- iso: eng
publication: Operations Research Forum
publication_identifier:
issn:
- 2662-2556
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: An Integrated Data Mining Framework for Organizational Resilience Assessment
and Quality Management Optimization in Trauma Centers
type: journal_article
user_id: '51811'
volume: 3
year: '2022'
...
---
_id: '53256'
article_number: '311'
author:
- first_name: Seyed Emadedin
full_name: Hashemi, Seyed Emadedin
last_name: Hashemi
- first_name: Madjid
full_name: Tavana, Madjid
id: '31858'
last_name: Tavana
- first_name: Maryam
full_name: Bakhshi, Maryam
last_name: Bakhshi
citation:
ama: Hashemi SE, Tavana M, Bakhshi M. A New Particle Swarm Optimization Algorithm
for Optimizing Big Data Clustering. SN Computer Science. 2022;3(4). doi:10.1007/s42979-022-01208-8
apa: Hashemi, S. E., Tavana, M., & Bakhshi, M. (2022). A New Particle Swarm
Optimization Algorithm for Optimizing Big Data Clustering. SN Computer Science,
3(4), Article 311. https://doi.org/10.1007/s42979-022-01208-8
bibtex: '@article{Hashemi_Tavana_Bakhshi_2022, title={A New Particle Swarm Optimization
Algorithm for Optimizing Big Data Clustering}, volume={3}, DOI={10.1007/s42979-022-01208-8},
number={4311}, journal={SN Computer Science}, publisher={Springer Science and
Business Media LLC}, author={Hashemi, Seyed Emadedin and Tavana, Madjid and Bakhshi,
Maryam}, year={2022} }'
chicago: Hashemi, Seyed Emadedin, Madjid Tavana, and Maryam Bakhshi. “A New Particle
Swarm Optimization Algorithm for Optimizing Big Data Clustering.” SN Computer
Science 3, no. 4 (2022). https://doi.org/10.1007/s42979-022-01208-8.
ieee: 'S. E. Hashemi, M. Tavana, and M. Bakhshi, “A New Particle Swarm Optimization
Algorithm for Optimizing Big Data Clustering,” SN Computer Science, vol.
3, no. 4, Art. no. 311, 2022, doi: 10.1007/s42979-022-01208-8.'
mla: Hashemi, Seyed Emadedin, et al. “A New Particle Swarm Optimization Algorithm
for Optimizing Big Data Clustering.” SN Computer Science, vol. 3, no. 4,
311, Springer Science and Business Media LLC, 2022, doi:10.1007/s42979-022-01208-8.
short: S.E. Hashemi, M. Tavana, M. Bakhshi, SN Computer Science 3 (2022).
date_created: 2024-04-04T16:04:20Z
date_updated: 2024-04-15T13:21:12Z
department:
- _id: '277'
doi: 10.1007/s42979-022-01208-8
intvolume: ' 3'
issue: '4'
language:
- iso: eng
publication: SN Computer Science
publication_identifier:
issn:
- 2661-8907
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: A New Particle Swarm Optimization Algorithm for Optimizing Big Data Clustering
type: journal_article
user_id: '51811'
volume: 3
year: '2022'
...
---
_id: '40988'
abstract:
- lang: eng
text: Increasing the metal-to-ligand charge transfer (MLCT) excited state lifetime
of polypyridine iron(II) complexes can be achieved by lowering the ligand's π*
orbital energy and by increasing the ligand field splitting. In the homo- and
heteroleptic complexes [Fe(cpmp)2]2+ (12+) and [Fe(cpmp)(ddpd)]2+ (22+) with the
tridentate ligands 6,2’’-carboxypyridyl-2,2’-methylamine-pyridyl-pyridine (cpmp)
and N,N’-dimethyl-N,N’-di-pyridin-2-ylpyridine-2,6-diamine (ddpd) two or one dipyridyl
ketone moieties provide low energy π* acceptor orbitals. A good metal-ligand orbital
overlap to increase the ligand field splitting is achieved by optimizing the octahedricity
through CO and NMe units between the coordinating pyridines which enable the formation
of six-membered chelate rings. The push-pull ligand cpmp provides intra-ligand
and ligand-to-ligand charge transfer (ILCT, LL'CT) excited states in addition
to MLCT excited states. Ground and excited state properties of 12+ and 22+ were
accessed by X-ray diffraction analyses, resonance Raman spectroscopy, (spectro)electrochemistry,
EPR spectroscopy, X-ray emission spectroscopy, static and time-resolved IR and
UV/Vis/NIR absorption spectroscopy as well as quantum chemical calculations.
author:
- first_name: Sebastian
full_name: Weber, Sebastian
last_name: Weber
- first_name: Ronny T.
full_name: Zimmermann, Ronny T.
last_name: Zimmermann
- first_name: Jens
full_name: Bremer, Jens
last_name: Bremer
- first_name: Ken L.
full_name: Abel, Ken L.
last_name: Abel
- first_name: David
full_name: Poppitz, David
last_name: Poppitz
- first_name: Nils
full_name: Prinz, Nils
last_name: Prinz
- first_name: Jan
full_name: Ilsemann, Jan
last_name: Ilsemann
- first_name: Sven
full_name: Wendholt, Sven
last_name: Wendholt
- first_name: Qingxin
full_name: Yang, Qingxin
last_name: Yang
- first_name: Reihaneh
full_name: Pashminehazar, Reihaneh
last_name: Pashminehazar
- first_name: Federico
full_name: Monaco, Federico
last_name: Monaco
- first_name: Peter
full_name: Cloetens, Peter
last_name: Cloetens
- first_name: Xiaohui
full_name: Huang, Xiaohui
last_name: Huang
- first_name: Christian
full_name: Kübel, Christian
last_name: Kübel
- first_name: Evgenii
full_name: Kondratenko, Evgenii
last_name: Kondratenko
- first_name: Matthias
full_name: Bauer, Matthias
id: '47241'
last_name: Bauer
orcid: 0000-0002-9294-6076
- first_name: Marcus
full_name: Bäumer, Marcus
last_name: Bäumer
- first_name: Mirijam
full_name: Zobel, Mirijam
last_name: Zobel
- first_name: Roger
full_name: Gläser, Roger
last_name: Gläser
- first_name: Kai
full_name: Sundmacher, Kai
last_name: Sundmacher
- first_name: Thomas L.
full_name: Sheppard, Thomas L.
last_name: Sheppard
citation:
ama: 'Weber S, Zimmermann RT, Bremer J, et al. Digitization in Catalysis Research:
Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation.
ChemCatChem. 2022;14(8). doi:10.1002/cctc.202101878'
apa: 'Weber, S., Zimmermann, R. T., Bremer, J., Abel, K. L., Poppitz, D., Prinz,
N., Ilsemann, J., Wendholt, S., Yang, Q., Pashminehazar, R., Monaco, F., Cloetens,
P., Huang, X., Kübel, C., Kondratenko, E., Bauer, M., Bäumer, M., Zobel, M., Gläser,
R., … Sheppard, T. L. (2022). Digitization in Catalysis Research: Towards a Holistic
Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation. ChemCatChem,
14(8). https://doi.org/10.1002/cctc.202101878'
bibtex: '@article{Weber_Zimmermann_Bremer_Abel_Poppitz_Prinz_Ilsemann_Wendholt_Yang_Pashminehazar_et
al._2022, title={Digitization in Catalysis Research: Towards a Holistic Description
of a Ni/Al2O3 Reference Catalyst for CO2 Methanation}, volume={14}, DOI={10.1002/cctc.202101878},
number={8}, journal={ChemCatChem}, publisher={Wiley}, author={Weber, Sebastian
and Zimmermann, Ronny T. and Bremer, Jens and Abel, Ken L. and Poppitz, David
and Prinz, Nils and Ilsemann, Jan and Wendholt, Sven and Yang, Qingxin and Pashminehazar,
Reihaneh and et al.}, year={2022} }'
chicago: 'Weber, Sebastian, Ronny T. Zimmermann, Jens Bremer, Ken L. Abel, David
Poppitz, Nils Prinz, Jan Ilsemann, et al. “Digitization in Catalysis Research:
Towards a Holistic Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation.”
ChemCatChem 14, no. 8 (2022). https://doi.org/10.1002/cctc.202101878.'
ieee: 'S. Weber et al., “Digitization in Catalysis Research: Towards a Holistic
Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation,” ChemCatChem,
vol. 14, no. 8, 2022, doi: 10.1002/cctc.202101878.'
mla: 'Weber, Sebastian, et al. “Digitization in Catalysis Research: Towards a Holistic
Description of a Ni/Al2O3 Reference Catalyst for CO2 Methanation.” ChemCatChem,
vol. 14, no. 8, Wiley, 2022, doi:10.1002/cctc.202101878.'
short: S. Weber, R.T. Zimmermann, J. Bremer, K.L. Abel, D. Poppitz, N. Prinz, J.
Ilsemann, S. Wendholt, Q. Yang, R. Pashminehazar, F. Monaco, P. Cloetens, X. Huang,
C. Kübel, E. Kondratenko, M. Bauer, M. Bäumer, M. Zobel, R. Gläser, K. Sundmacher,
T.L. Sheppard, ChemCatChem 14 (2022).
date_created: 2023-01-30T16:25:02Z
date_updated: 2024-05-08T13:03:51Z
department:
- _id: '35'
- _id: '306'
doi: 10.1002/cctc.202101878
intvolume: ' 14'
issue: '8'
keyword:
- Inorganic Chemistry
- Organic Chemistry
- Physical and Theoretical Chemistry
- Catalysis
language:
- iso: eng
publication: ChemCatChem
publication_identifier:
issn:
- 1867-3880
- 1867-3899
publication_status: published
publisher: Wiley
status: public
title: 'Digitization in Catalysis Research: Towards a Holistic Description of a Ni/Al2O3
Reference Catalyst for CO2 Methanation'
type: journal_article
user_id: '48467'
volume: 14
year: '2022'
...
---
_id: '34674'
abstract:
- lang: eng
text: 'Smart home systems contain plenty of features that enhance wellbeing in everyday
life through artificial intelligence (AI). However, many users feel insecure because
they do not understand the AI’s functionality and do not feel they are in control
of it. Combining technical, psychological and philosophical views on AI, we rethink
smart homes as interactive systems where users can partake in an intelligent agent’s
learning. Parallel to the goals of explainable AI (XAI), we explored the possibility
of user involvement in supervised learning of the smart home to have a first approach
to improve acceptance, support subjective understanding and increase perceived
control. In this work, we conducted two studies: In an online pre-study, we asked
participants about their attitude towards teaching AI via a questionnaire. In
the main study, we performed a Wizard of Oz laboratory experiment with human participants,
where participants spent time in a prototypical smart home and taught activity
recognition to the intelligent agent through supervised learning based on the
user’s behaviour. We found that involvement in the AI’s learning phase enhanced
the users’ feeling of control, perceived understanding and perceived usefulness
of AI in general. The participants reported positive attitudes towards training
a smart home AI and found the process understandable and controllable. We suggest
that involving the user in the learning phase could lead to better personalisation
and increased understanding and control by users of intelligent agents for smart
home automation.'
alternative_title:
- Increasing Perceived Control and Understanding
author:
- first_name: Leonie Nora
full_name: Sieger, Leonie Nora
id: '93402'
last_name: Sieger
- first_name: Julia
full_name: Hermann, Julia
last_name: Hermann
- first_name: Astrid
full_name: Schomäcker, Astrid
last_name: Schomäcker
- first_name: Stefan
full_name: Heindorf, Stefan
id: '11871'
last_name: Heindorf
orcid: 0000-0002-4525-6865
- first_name: Christian
full_name: Meske, Christian
last_name: Meske
- first_name: Celine-Chiara
full_name: Hey, Celine-Chiara
last_name: Hey
- first_name: Ayşegül
full_name: Doğangün, Ayşegül
last_name: Doğangün
citation:
ama: 'Sieger LN, Hermann J, Schomäcker A, et al. User Involvement in Training Smart
Home Agents. In: International Conference on Human-Agent Interaction. ACM;
2022. doi:10.1145/3527188.3561914'
apa: 'Sieger, L. N., Hermann, J., Schomäcker, A., Heindorf, S., Meske, C., Hey,
C.-C., & Doğangün, A. (2022). User Involvement in Training Smart Home Agents.
International Conference on Human-Agent Interaction. HAI ’22: International
Conference on Human-Agent Interaction, Christchurch, New Zealand. https://doi.org/10.1145/3527188.3561914'
bibtex: '@inproceedings{Sieger_Hermann_Schomäcker_Heindorf_Meske_Hey_Doğangün_2022,
title={User Involvement in Training Smart Home Agents}, DOI={10.1145/3527188.3561914},
booktitle={International Conference on Human-Agent Interaction}, publisher={ACM},
author={Sieger, Leonie Nora and Hermann, Julia and Schomäcker, Astrid and Heindorf,
Stefan and Meske, Christian and Hey, Celine-Chiara and Doğangün, Ayşegül}, year={2022}
}'
chicago: Sieger, Leonie Nora, Julia Hermann, Astrid Schomäcker, Stefan Heindorf,
Christian Meske, Celine-Chiara Hey, and Ayşegül Doğangün. “User Involvement in
Training Smart Home Agents.” In International Conference on Human-Agent Interaction.
ACM, 2022. https://doi.org/10.1145/3527188.3561914.
ieee: 'L. N. Sieger et al., “User Involvement in Training Smart Home Agents,”
presented at the HAI ’22: International Conference on Human-Agent Interaction,
Christchurch, New Zealand, 2022, doi: 10.1145/3527188.3561914.'
mla: Sieger, Leonie Nora, et al. “User Involvement in Training Smart Home Agents.”
International Conference on Human-Agent Interaction, ACM, 2022, doi:10.1145/3527188.3561914.
short: 'L.N. Sieger, J. Hermann, A. Schomäcker, S. Heindorf, C. Meske, C.-C. Hey,
A. Doğangün, in: International Conference on Human-Agent Interaction, ACM, 2022.'
conference:
end_date: 2022-12-08
location: Christchurch, New Zealand
name: 'HAI ''22: International Conference on Human-Agent Interaction'
start_date: 2022-12-05
date_created: 2022-12-21T09:48:43Z
date_updated: 2024-05-30T18:04:45Z
ddc:
- '000'
department:
- _id: '574'
- _id: '760'
doi: 10.1145/3527188.3561914
file:
- access_level: closed
content_type: application/pdf
creator: heindorf
date_created: 2024-05-30T18:04:31Z
date_updated: 2024-05-30T18:04:31Z
file_id: '54524'
file_name: User_Involvement_in_Training_Smart_Home_Agents_public.pdf
file_size: 1151728
relation: main_file
success: 1
file_date_updated: 2024-05-30T18:04:31Z
has_accepted_license: '1'
keyword:
- human-agent interaction
- smart homes
- supervised learning
- participation
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://papers.dice-research.org/2022/HAI_SmartHome/User_Involvement_in_Training_Smart_Home_Agents_public.pdf
oa: '1'
project:
- _id: '121'
grant_number: '438445824'
name: 'TRR 318 - B1: TRR 318 - Subproject B1'
publication: International Conference on Human-Agent Interaction
publication_status: published
publisher: ACM
quality_controlled: '1'
status: public
title: User Involvement in Training Smart Home Agents
type: conference
user_id: '11871'
year: '2022'
...
---
_id: '52924'
author:
- first_name: Satyadharma
full_name: Tirtarasa, Satyadharma
last_name: Tirtarasa
- first_name: Anni-Yasmin
full_name: Turhan, Anni-Yasmin
id: '104470'
last_name: Turhan
citation:
ama: 'Tirtarasa S, Turhan A-Y. Computing generalizations of temporal ϵL concepts
with next and global. In: Hong J, Bures M, Park JW, Cerný T, eds. SAC ’22:
The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event, April 25
- 29, 2022. ACM; 2022:903–910. doi:10.1145/3477314.3507136'
apa: 'Tirtarasa, S., & Turhan, A.-Y. (2022). Computing generalizations of temporal
ϵL concepts with next and global. In J. Hong, M. Bures, J. W. Park, & T. Cerný
(Eds.), SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, April 25 - 29, 2022 (pp. 903–910). ACM. https://doi.org/10.1145/3477314.3507136'
bibtex: '@inproceedings{Tirtarasa_Turhan_2022, title={Computing generalizations
of temporal ϵL concepts with next and global}, DOI={10.1145/3477314.3507136},
booktitle={SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, April 25 - 29, 2022}, publisher={ACM}, author={Tirtarasa, Satyadharma and
Turhan, Anni-Yasmin}, editor={Hong, Jiman and Bures, Miroslav and Park, Juw Won
and Cerný, Tomás}, year={2022}, pages={903–910} }'
chicago: 'Tirtarasa, Satyadharma, and Anni-Yasmin Turhan. “Computing Generalizations
of Temporal ΕL Concepts with next and Global.” In SAC ’22: The 37th {ACM/SIGAPP}
Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022, edited
by Jiman Hong, Miroslav Bures, Juw Won Park, and Tomás Cerný, 903–910. ACM, 2022.
https://doi.org/10.1145/3477314.3507136.'
ieee: 'S. Tirtarasa and A.-Y. Turhan, “Computing generalizations of temporal ϵL
concepts with next and global,” in SAC ’22: The 37th {ACM/SIGAPP} Symposium
on Applied Computing, Virtual Event, April 25 - 29, 2022, 2022, pp. 903–910,
doi: 10.1145/3477314.3507136.'
mla: 'Tirtarasa, Satyadharma, and Anni-Yasmin Turhan. “Computing Generalizations
of Temporal ΕL Concepts with next and Global.” SAC ’22: The 37th {ACM/SIGAPP}
Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022, edited
by Jiman Hong et al., ACM, 2022, pp. 903–910, doi:10.1145/3477314.3507136.'
short: 'S. Tirtarasa, A.-Y. Turhan, in: J. Hong, M. Bures, J.W. Park, T. Cerný (Eds.),
SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event,
April 25 - 29, 2022, ACM, 2022, pp. 903–910.'
date_created: 2024-03-26T10:54:20Z
date_updated: 2024-06-03T08:07:35Z
department:
- _id: '888'
doi: 10.1145/3477314.3507136
editor:
- first_name: Jiman
full_name: Hong, Jiman
last_name: Hong
- first_name: Miroslav
full_name: Bures, Miroslav
last_name: Bures
- first_name: Juw Won
full_name: Park, Juw Won
last_name: Park
- first_name: Tomás
full_name: Cerný, Tomás
last_name: Cerný
language:
- iso: eng
page: 903–910
publication: 'SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, April 25 - 29, 2022'
publisher: ACM
status: public
title: Computing generalizations of temporal ϵL concepts with next and global
type: conference
user_id: '9503'
year: '2022'
...
---
_id: '47286'
author:
- first_name: Marco
full_name: Gutfleisch, Marco
last_name: Gutfleisch
- first_name: Jan H.
full_name: Klemmer, Jan H.
last_name: Klemmer
- first_name: Niklas
full_name: Busch, Niklas
last_name: Busch
- first_name: Yasemin
full_name: Acar, Yasemin
id: '94636'
last_name: Acar
- first_name: M. Angela
full_name: Sasse, M. Angela
last_name: Sasse
- first_name: Sascha
full_name: Fahl, Sascha
last_name: Fahl
citation:
ama: 'Gutfleisch M, Klemmer JH, Busch N, Acar Y, Sasse MA, Fahl S. How Does Usable
Security (Not) End Up in Software Products? Results From a Qualitative Interview
Study. In: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022. IEEE; 2022:893–910. doi:10.1109/SP46214.2022.9833756'
apa: Gutfleisch, M., Klemmer, J. H., Busch, N., Acar, Y., Sasse, M. A., & Fahl,
S. (2022). How Does Usable Security (Not) End Up in Software Products? Results
From a Qualitative Interview Study. 43rd IEEE Symposium on Security and Privacy,
SP 2022, San Francisco, CA, USA, May 22-26, 2022, 893–910. https://doi.org/10.1109/SP46214.2022.9833756
bibtex: '@inproceedings{Gutfleisch_Klemmer_Busch_Acar_Sasse_Fahl_2022, title={How
Does Usable Security (Not) End Up in Software Products? Results From a Qualitative
Interview Study}, DOI={10.1109/SP46214.2022.9833756},
booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Gutfleisch, Marco and Klemmer,
Jan H. and Busch, Niklas and Acar, Yasemin and Sasse, M. Angela and Fahl, Sascha},
year={2022}, pages={893–910} }'
chicago: Gutfleisch, Marco, Jan H. Klemmer, Niklas Busch, Yasemin Acar, M. Angela
Sasse, and Sascha Fahl. “How Does Usable Security (Not) End Up in Software Products?
Results From a Qualitative Interview Study.” In 43rd IEEE Symposium on Security
and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, 893–910. IEEE,
2022. https://doi.org/10.1109/SP46214.2022.9833756.
ieee: 'M. Gutfleisch, J. H. Klemmer, N. Busch, Y. Acar, M. A. Sasse, and S. Fahl,
“How Does Usable Security (Not) End Up in Software Products? Results From a Qualitative
Interview Study,” in 43rd IEEE Symposium on Security and Privacy, SP 2022,
San Francisco, CA, USA, May 22-26, 2022, 2022, pp. 893–910, doi: 10.1109/SP46214.2022.9833756.'
mla: Gutfleisch, Marco, et al. “How Does Usable Security (Not) End Up in Software
Products? Results From a Qualitative Interview Study.” 43rd IEEE Symposium
on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022,
IEEE, 2022, pp. 893–910, doi:10.1109/SP46214.2022.9833756.
short: 'M. Gutfleisch, J.H. Klemmer, N. Busch, Y. Acar, M.A. Sasse, S. Fahl, in:
43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA,
May 22-26, 2022, IEEE, 2022, pp. 893–910.'
date_created: 2023-09-22T13:18:54Z
date_updated: 2024-06-05T12:53:00Z
department:
- _id: '34'
- _id: '858'
doi: 10.1109/SP46214.2022.9833756
extern: '1'
language:
- iso: eng
page: 893–910
publication: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022
publisher: IEEE
status: public
title: How Does Usable Security (Not) End Up in Software Products? Results From a
Qualitative Interview Study
type: conference
user_id: '14931'
year: '2022'
...
---
_id: '47287'
author:
- first_name: Christian
full_name: Stransky, Christian
last_name: Stransky
- first_name: Oliver
full_name: Wiese, Oliver
last_name: Wiese
- first_name: Volker
full_name: Roth, Volker
last_name: Roth
- first_name: Yasemin
full_name: Acar, Yasemin
id: '94636'
last_name: Acar
- first_name: Sascha
full_name: Fahl, Sascha
last_name: Fahl
citation:
ama: 'Stransky C, Wiese O, Roth V, Acar Y, Fahl S. 27 Years and 81 Million Opportunities
Later: Investigating the Use of Email Encryption for an Entire University. In:
43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA,
May 22-26, 2022. IEEE; 2022:860–875. doi:10.1109/SP46214.2022.9833755'
apa: 'Stransky, C., Wiese, O., Roth, V., Acar, Y., & Fahl, S. (2022). 27 Years
and 81 Million Opportunities Later: Investigating the Use of Email Encryption
for an Entire University. 43rd IEEE Symposium on Security and Privacy, SP 2022,
San Francisco, CA, USA, May 22-26, 2022, 860–875. https://doi.org/10.1109/SP46214.2022.9833755'
bibtex: '@inproceedings{Stransky_Wiese_Roth_Acar_Fahl_2022, title={27 Years and
81 Million Opportunities Later: Investigating the Use of Email Encryption for
an Entire University}, DOI={10.1109/SP46214.2022.9833755},
booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Stransky, Christian and Wiese,
Oliver and Roth, Volker and Acar, Yasemin and Fahl, Sascha}, year={2022}, pages={860–875}
}'
chicago: 'Stransky, Christian, Oliver Wiese, Volker Roth, Yasemin Acar, and Sascha
Fahl. “27 Years and 81 Million Opportunities Later: Investigating the Use of Email
Encryption for an Entire University.” In 43rd IEEE Symposium on Security and
Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, 860–875. IEEE,
2022. https://doi.org/10.1109/SP46214.2022.9833755.'
ieee: 'C. Stransky, O. Wiese, V. Roth, Y. Acar, and S. Fahl, “27 Years and 81 Million
Opportunities Later: Investigating the Use of Email Encryption for an Entire University,”
in 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA,
USA, May 22-26, 2022, 2022, pp. 860–875, doi: 10.1109/SP46214.2022.9833755.'
mla: 'Stransky, Christian, et al. “27 Years and 81 Million Opportunities Later:
Investigating the Use of Email Encryption for an Entire University.” 43rd IEEE
Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26,
2022, IEEE, 2022, pp. 860–875, doi:10.1109/SP46214.2022.9833755.'
short: 'C. Stransky, O. Wiese, V. Roth, Y. Acar, S. Fahl, in: 43rd IEEE Symposium
on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE,
2022, pp. 860–875.'
date_created: 2023-09-22T13:19:56Z
date_updated: 2024-06-05T12:53:20Z
department:
- _id: '34'
- _id: '858'
doi: 10.1109/SP46214.2022.9833755
extern: '1'
language:
- iso: eng
page: 860–875
publication: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022
publisher: IEEE
status: public
title: '27 Years and 81 Million Opportunities Later: Investigating the Use of Email
Encryption for an Entire University'
type: conference
user_id: '14931'
year: '2022'
...
---
_id: '47288'
author:
- first_name: Jan
full_name: Jancar, Jan
last_name: Jancar
- first_name: Marcel
full_name: Fourné, Marcel
last_name: Fourné
- first_name: Daniel De Almeida
full_name: Braga, Daniel De Almeida
last_name: Braga
- first_name: Mohamed
full_name: Sabt, Mohamed
last_name: Sabt
- first_name: Peter
full_name: Schwabe, Peter
last_name: Schwabe
- first_name: Gilles
full_name: Barthe, Gilles
last_name: Barthe
- first_name: Pierre-Alain
full_name: Fouque, Pierre-Alain
last_name: Fouque
- first_name: Yasemin
full_name: Acar, Yasemin
id: '94636'
last_name: Acar
citation:
ama: 'Jancar J, Fourné M, Braga DDA, et al. “They’re not that hard to mitigate”:
What Cryptographic Library Developers Think About Timing Attacks. In: 43rd
IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26,
2022. IEEE; 2022:632–649. doi:10.1109/SP46214.2022.9833713'
apa: 'Jancar, J., Fourné, M., Braga, D. D. A., Sabt, M., Schwabe, P., Barthe, G.,
Fouque, P.-A., & Acar, Y. (2022). “They’re not that hard to mitigate”: What
Cryptographic Library Developers Think About Timing Attacks. 43rd IEEE Symposium
on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022,
632–649. https://doi.org/10.1109/SP46214.2022.9833713'
bibtex: '@inproceedings{Jancar_Fourné_Braga_Sabt_Schwabe_Barthe_Fouque_Acar_2022,
title={“They’re not that hard to mitigate”: What Cryptographic Library Developers
Think About Timing Attacks}, DOI={10.1109/SP46214.2022.9833713},
booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Jancar, Jan and Fourné, Marcel
and Braga, Daniel De Almeida and Sabt, Mohamed and Schwabe, Peter and Barthe,
Gilles and Fouque, Pierre-Alain and Acar, Yasemin}, year={2022}, pages={632–649}
}'
chicago: 'Jancar, Jan, Marcel Fourné, Daniel De Almeida Braga, Mohamed Sabt, Peter
Schwabe, Gilles Barthe, Pierre-Alain Fouque, and Yasemin Acar. “‘They’re Not That
Hard to Mitigate’: What Cryptographic Library Developers Think About Timing Attacks.”
In 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA,
USA, May 22-26, 2022, 632–649. IEEE, 2022. https://doi.org/10.1109/SP46214.2022.9833713.'
ieee: 'J. Jancar et al., “‘They’re not that hard to mitigate’: What Cryptographic
Library Developers Think About Timing Attacks,” in 43rd IEEE Symposium on Security
and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, 2022, pp. 632–649,
doi: 10.1109/SP46214.2022.9833713.'
mla: 'Jancar, Jan, et al. “‘They’re Not That Hard to Mitigate’: What Cryptographic
Library Developers Think About Timing Attacks.” 43rd IEEE Symposium on Security
and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022,
pp. 632–649, doi:10.1109/SP46214.2022.9833713.'
short: 'J. Jancar, M. Fourné, D.D.A. Braga, M. Sabt, P. Schwabe, G. Barthe, P.-A.
Fouque, Y. Acar, in: 43rd IEEE Symposium on Security and Privacy, SP 2022, San
Francisco, CA, USA, May 22-26, 2022, IEEE, 2022, pp. 632–649.'
date_created: 2023-09-22T13:20:28Z
date_updated: 2024-06-05T13:20:54Z
department:
- _id: '34'
- _id: '858'
doi: 10.1109/SP46214.2022.9833713
extern: '1'
language:
- iso: eng
page: 632–649
publication: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022
publisher: IEEE
status: public
title: '"They’re not that hard to mitigate": What Cryptographic Library Developers
Think About Timing Attacks'
type: conference
user_id: '14931'
year: '2022'
...
---
_id: '47285'
author:
- first_name: Dominik
full_name: Wermke, Dominik
last_name: Wermke
- first_name: Noah
full_name: Wöhler, Noah
last_name: Wöhler
- first_name: Jan H.
full_name: Klemmer, Jan H.
last_name: Klemmer
- first_name: Marcel
full_name: Fourné, Marcel
last_name: Fourné
- first_name: Yasemin
full_name: Acar, Yasemin
id: '94636'
last_name: Acar
- first_name: Sascha
full_name: Fahl, Sascha
last_name: Fahl
citation:
ama: 'Wermke D, Wöhler N, Klemmer JH, Fourné M, Acar Y, Fahl S. Committed to Trust:
A Qualitative Study on Security & Trust in Open Source Software Projects.
In: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA,
USA, May 22-26, 2022. IEEE; 2022:1880–1896. doi:10.1109/SP46214.2022.9833686'
apa: 'Wermke, D., Wöhler, N., Klemmer, J. H., Fourné, M., Acar, Y., & Fahl,
S. (2022). Committed to Trust: A Qualitative Study on Security & Trust in
Open Source Software Projects. 43rd IEEE Symposium on Security and Privacy,
SP 2022, San Francisco, CA, USA, May 22-26, 2022, 1880–1896. https://doi.org/10.1109/SP46214.2022.9833686'
bibtex: '@inproceedings{Wermke_Wöhler_Klemmer_Fourné_Acar_Fahl_2022, title={Committed
to Trust: A Qualitative Study on Security & Trust in Open Source Software
Projects}, DOI={10.1109/SP46214.2022.9833686},
booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Wermke, Dominik and Wöhler,
Noah and Klemmer, Jan H. and Fourné, Marcel and Acar, Yasemin and Fahl, Sascha},
year={2022}, pages={1880–1896} }'
chicago: 'Wermke, Dominik, Noah Wöhler, Jan H. Klemmer, Marcel Fourné, Yasemin Acar,
and Sascha Fahl. “Committed to Trust: A Qualitative Study on Security & Trust
in Open Source Software Projects.” In 43rd IEEE Symposium on Security and Privacy,
SP 2022, San Francisco, CA, USA, May 22-26, 2022, 1880–1896. IEEE, 2022. https://doi.org/10.1109/SP46214.2022.9833686.'
ieee: 'D. Wermke, N. Wöhler, J. H. Klemmer, M. Fourné, Y. Acar, and S. Fahl, “Committed
to Trust: A Qualitative Study on Security & Trust in Open Source Software
Projects,” in 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022, 2022, pp. 1880–1896, doi: 10.1109/SP46214.2022.9833686.'
mla: 'Wermke, Dominik, et al. “Committed to Trust: A Qualitative Study on Security
& Trust in Open Source Software Projects.” 43rd IEEE Symposium on Security
and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022,
pp. 1880–1896, doi:10.1109/SP46214.2022.9833686.'
short: 'D. Wermke, N. Wöhler, J.H. Klemmer, M. Fourné, Y. Acar, S. Fahl, in: 43rd
IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26,
2022, IEEE, 2022, pp. 1880–1896.'
date_created: 2023-09-22T13:18:27Z
date_updated: 2024-06-05T13:34:37Z
department:
- _id: '34'
- _id: '858'
doi: 10.1109/SP46214.2022.9833686
extern: '1'
language:
- iso: eng
page: 1880–1896
publication: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022
publisher: IEEE
status: public
title: 'Committed to Trust: A Qualitative Study on Security & Trust in Open Source
Software Projects'
type: conference
user_id: '14931'
year: '2022'
...
---
_id: '47284'
author:
- first_name: Collins W.
full_name: Munyendo, Collins W.
last_name: Munyendo
- first_name: Yasemin
full_name: Acar, Yasemin
id: '94636'
last_name: Acar
- first_name: Adam J.
full_name: Aviv, Adam J.
last_name: Aviv
citation:
ama: 'Munyendo CW, Acar Y, Aviv AJ. “Desperate Times Call for Desperate Measures”:
User Concerns with Mobile Loan Apps in Kenya. In: 43rd IEEE Symposium on Security
and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022. IEEE; 2022:2304–2319.
doi:10.1109/SP46214.2022.9833779'
apa: 'Munyendo, C. W., Acar, Y., & Aviv, A. J. (2022). “Desperate Times Call
for Desperate Measures”: User Concerns with Mobile Loan Apps in Kenya. 43rd
IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26,
2022, 2304–2319. https://doi.org/10.1109/SP46214.2022.9833779'
bibtex: '@inproceedings{Munyendo_Acar_Aviv_2022, title={“Desperate Times Call for
Desperate Measures”: User Concerns with Mobile Loan Apps in Kenya}, DOI={10.1109/SP46214.2022.9833779},
booktitle={43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022}, publisher={IEEE}, author={Munyendo, Collins W. and
Acar, Yasemin and Aviv, Adam J.}, year={2022}, pages={2304–2319} }'
chicago: 'Munyendo, Collins W., Yasemin Acar, and Adam J. Aviv. “‘Desperate Times
Call for Desperate Measures’: User Concerns with Mobile Loan Apps in Kenya.” In
43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco, CA, USA,
May 22-26, 2022, 2304–2319. IEEE, 2022. https://doi.org/10.1109/SP46214.2022.9833779.'
ieee: 'C. W. Munyendo, Y. Acar, and A. J. Aviv, “‘Desperate Times Call for Desperate
Measures’: User Concerns with Mobile Loan Apps in Kenya,” in 43rd IEEE Symposium
on Security and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022,
2022, pp. 2304–2319, doi: 10.1109/SP46214.2022.9833779.'
mla: 'Munyendo, Collins W., et al. “‘Desperate Times Call for Desperate Measures’:
User Concerns with Mobile Loan Apps in Kenya.” 43rd IEEE Symposium on Security
and Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022,
pp. 2304–2319, doi:10.1109/SP46214.2022.9833779.'
short: 'C.W. Munyendo, Y. Acar, A.J. Aviv, in: 43rd IEEE Symposium on Security and
Privacy, SP 2022, San Francisco, CA, USA, May 22-26, 2022, IEEE, 2022, pp. 2304–2319.'
date_created: 2023-09-22T13:18:01Z
date_updated: 2024-06-05T13:34:58Z
department:
- _id: '34'
- _id: '858'
doi: 10.1109/SP46214.2022.9833779
extern: '1'
language:
- iso: eng
page: 2304–2319
publication: 43rd IEEE Symposium on Security and Privacy, SP 2022, San Francisco,
CA, USA, May 22-26, 2022
publisher: IEEE
status: public
title: '"Desperate Times Call for Desperate Measures": User Concerns with Mobile Loan
Apps in Kenya'
type: conference
user_id: '14931'
year: '2022'
...
---
_id: '46307'
abstract:
- lang: eng
text: Exploratory Landscape Analysis is a powerful technique for numerically characterizing
landscapes of single-objective continuous optimization problems. Landscape insights
are crucial both for problem understanding as well as for assessing benchmark
set diversity and composition. Despite the irrefutable usefulness of these features,
they suffer from their own ailments and downsides. Hence, in this work we provide
a collection of different approaches to characterize optimization landscapes.
Similar to conventional landscape features, we require a small initial sample.
However, instead of computing features based on that sample, we develop alternative
representations of the original sample. These range from point clouds to 2D images
and, therefore, are entirely feature-free. We demonstrate and validate our devised
methods on the BBOB testbed and predict, with the help of Deep Learning, the high-level,
expert-based landscape properties such as the degree of multimodality and the
existence of funnel structures. The quality of our approaches is on par with methods
relying on the traditional landscape features. Thereby, we provide an exciting
new perspective on every research area which utilizes problem information such
as problem understanding and algorithm design as well as automated algorithm configuration
and selection.
author:
- first_name: Moritz
full_name: Seiler, Moritz
id: '105520'
last_name: Seiler
- first_name: Raphael Patrick
full_name: Prager, Raphael Patrick
last_name: Prager
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Seiler M, Prager RP, Kerschke P, Trautmann H. A Collection of Deep Learning-based
Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness
Landscapes. In: Proceedings of the Genetic and Evolutionary Computation Conference.
Association for Computing Machinery; 2022:657–665. doi:10.1145/3512290.3528834'
apa: Seiler, M., Prager, R. P., Kerschke, P., & Trautmann, H. (2022). A Collection
of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective
Continuous Fitness Landscapes. Proceedings of the Genetic and Evolutionary
Computation Conference, 657–665. https://doi.org/10.1145/3512290.3528834
bibtex: '@inproceedings{Seiler_Prager_Kerschke_Trautmann_2022, place={New York,
NY, USA}, title={A Collection of Deep Learning-based Feature-Free Approaches for
Characterizing Single-Objective Continuous Fitness Landscapes}, DOI={10.1145/3512290.3528834},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference},
publisher={Association for Computing Machinery}, author={Seiler, Moritz and Prager,
Raphael Patrick and Kerschke, Pascal and Trautmann, Heike}, year={2022}, pages={657–665}
}'
chicago: 'Seiler, Moritz, Raphael Patrick Prager, Pascal Kerschke, and Heike Trautmann.
“A Collection of Deep Learning-Based Feature-Free Approaches for Characterizing
Single-Objective Continuous Fitness Landscapes.” In Proceedings of the Genetic
and Evolutionary Computation Conference, 657–665. New York, NY, USA: Association
for Computing Machinery, 2022. https://doi.org/10.1145/3512290.3528834.'
ieee: 'M. Seiler, R. P. Prager, P. Kerschke, and H. Trautmann, “A Collection of
Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective
Continuous Fitness Landscapes,” in Proceedings of the Genetic and Evolutionary
Computation Conference, 2022, pp. 657–665, doi: 10.1145/3512290.3528834.'
mla: Seiler, Moritz, et al. “A Collection of Deep Learning-Based Feature-Free Approaches
for Characterizing Single-Objective Continuous Fitness Landscapes.” Proceedings
of the Genetic and Evolutionary Computation Conference, Association for Computing
Machinery, 2022, pp. 657–665, doi:10.1145/3512290.3528834.
short: 'M. Seiler, R.P. Prager, P. Kerschke, H. Trautmann, in: Proceedings of the
Genetic and Evolutionary Computation Conference, Association for Computing Machinery,
New York, NY, USA, 2022, pp. 657–665.'
date_created: 2023-08-04T07:15:59Z
date_updated: 2024-06-07T07:13:23Z
department:
- _id: '34'
- _id: '819'
doi: 10.1145/3512290.3528834
language:
- iso: eng
page: 657–665
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference
publication_identifier:
isbn:
- '9781450392372'
publisher: Association for Computing Machinery
status: public
title: A Collection of Deep Learning-based Feature-Free Approaches for Characterizing
Single-Objective Continuous Fitness Landscapes
type: conference
user_id: '15504'
year: '2022'
...
---
_id: '46304'
abstract:
- lang: eng
text: In recent years, feature-based automated algorithm selection using exploratory
landscape analysis has demonstrated its great potential in single-objective continuous
black-box optimization. However, feature computation is problem-specific and can
be costly in terms of computational resources. This paper investigates feature-free
approaches that rely on state-of-the-art deep learning techniques operating on
either images or point clouds. We show that point-cloud-based strategies, in particular,
are highly competitive and also substantially reduce the size of the required
solver portfolio. Moreover, we highlight the effect and importance of cost-sensitive
learning in automated algorithm selection models.
author:
- first_name: Raphael Patrick
full_name: Prager, Raphael Patrick
last_name: Prager
- first_name: Moritz
full_name: Seiler, Moritz
id: '105520'
last_name: Seiler
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
citation:
ama: 'Prager RP, Seiler M, Trautmann H, Kerschke P. Automated Algorithm Selection
in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning
and Landscape Analysis Methods. In: Rudolph G, Kononova AV, Aguirre H, Kerschke
P, Ochoa G, Tušar T, eds. Parallel Problem Solving from Nature — PPSN XVII.
Springer International Publishing; 2022:3–17. doi:10.1007/978-3-031-14714-2_1'
apa: 'Prager, R. P., Seiler, M., Trautmann, H., & Kerschke, P. (2022). Automated
Algorithm Selection in Single-Objective Continuous Optimization: A Comparative
Study of Deep Learning and Landscape Analysis Methods. In G. Rudolph, A. V. Kononova,
H. Aguirre, P. Kerschke, G. Ochoa, & T. Tušar (Eds.), Parallel Problem
Solving from Nature — PPSN XVII (pp. 3–17). Springer International Publishing.
https://doi.org/10.1007/978-3-031-14714-2_1'
bibtex: '@inproceedings{Prager_Seiler_Trautmann_Kerschke_2022, place={Cham}, title={Automated
Algorithm Selection in Single-Objective Continuous Optimization: A Comparative
Study of Deep Learning and Landscape Analysis Methods}, DOI={10.1007/978-3-031-14714-2_1},
booktitle={Parallel Problem Solving from Nature — PPSN XVII}, publisher={Springer
International Publishing}, author={Prager, Raphael Patrick and Seiler, Moritz
and Trautmann, Heike and Kerschke, Pascal}, editor={Rudolph, Günter and Kononova,
Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tušar,
Tea}, year={2022}, pages={3–17} }'
chicago: 'Prager, Raphael Patrick, Moritz Seiler, Heike Trautmann, and Pascal Kerschke.
“Automated Algorithm Selection in Single-Objective Continuous Optimization: A
Comparative Study of Deep Learning and Landscape Analysis Methods.” In Parallel
Problem Solving from Nature — PPSN XVII, edited by Günter Rudolph, Anna V.
Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, and Tea Tušar, 3–17.
Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-14714-2_1.'
ieee: 'R. P. Prager, M. Seiler, H. Trautmann, and P. Kerschke, “Automated Algorithm
Selection in Single-Objective Continuous Optimization: A Comparative Study of
Deep Learning and Landscape Analysis Methods,” in Parallel Problem Solving
from Nature — PPSN XVII, 2022, pp. 3–17, doi: 10.1007/978-3-031-14714-2_1.'
mla: 'Prager, Raphael Patrick, et al. “Automated Algorithm Selection in Single-Objective
Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis
Methods.” Parallel Problem Solving from Nature — PPSN XVII, edited by Günter
Rudolph et al., Springer International Publishing, 2022, pp. 3–17, doi:10.1007/978-3-031-14714-2_1.'
short: 'R.P. Prager, M. Seiler, H. Trautmann, P. Kerschke, in: G. Rudolph, A.V.
Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tušar (Eds.), Parallel Problem
Solving from Nature — PPSN XVII, Springer International Publishing, Cham, 2022,
pp. 3–17.'
date_created: 2023-08-04T07:12:33Z
date_updated: 2024-06-07T07:13:47Z
department:
- _id: '34'
- _id: '819'
doi: 10.1007/978-3-031-14714-2_1
editor:
- first_name: Günter
full_name: Rudolph, Günter
last_name: Rudolph
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Hernán
full_name: Aguirre, Hernán
last_name: Aguirre
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Gabriela
full_name: Ochoa, Gabriela
last_name: Ochoa
- first_name: Tea
full_name: Tušar, Tea
last_name: Tušar
language:
- iso: eng
page: 3–17
place: Cham
publication: Parallel Problem Solving from Nature — PPSN XVII
publication_identifier:
isbn:
- 978-3-031-14714-2
publisher: Springer International Publishing
status: public
title: 'Automated Algorithm Selection in Single-Objective Continuous Optimization:
A Comparative Study of Deep Learning and Landscape Analysis Methods'
type: conference
user_id: '15504'
year: '2022'
...