---
_id: '48878'
abstract:
- lang: eng
  text: Due to the rise of continuous data-generating applications, analyzing data
    streams has gained increasing attention over the past decades. A core research
    area in stream data is stream classification, which categorizes or detects data
    points within an evolving stream of observations. Areas of stream classification
    are diverse\textemdash ranging, e.g., from monitoring sensor data to analyzing
    a wide range of (social) media applications. Research in stream classification
    is related to developing methods that adapt to the changing and potentially volatile
    data stream. It focuses on individual aspects of the stream classification pipeline,
    e.g., designing suitable algorithm architectures, an efficient train and test
    procedure, or detecting so-called concept drifts. As a result of the many different
    research questions and strands, the field is challenging to grasp, especially
    for beginners. This survey explores, summarizes, and categorizes work within the
    domain of stream classification and identifies core research threads over the
    past few years. It is structured based on the stream classification process to
    facilitate coordination within this complex topic, including common application
    scenarios and benchmarking data sets. Thus, both newcomers to the field and experts
    who want to widen their scope can gain (additional) insight into this research
    area and find starting points and pointers to more in-depth literature on specific
    issues and research directions in the field.
author:
- first_name: Lena
  full_name: Clever, Lena
  last_name: Clever
- first_name: Janina Susanne
  full_name: Pohl, Janina Susanne
  last_name: Pohl
- first_name: Jakob
  full_name: Bossek, Jakob
  id: '102979'
  last_name: Bossek
  orcid: 0000-0002-4121-4668
- first_name: Pascal
  full_name: Kerschke, Pascal
  last_name: Kerschke
- first_name: Heike
  full_name: Trautmann, Heike
  last_name: Trautmann
citation:
  ama: 'Clever L, Pohl JS, Bossek J, Kerschke P, Trautmann H. Process-Oriented Stream
    Classification Pipeline: A Literature Review. <i>Applied Sciences</i>. 2022;12(18):9094.
    doi:<a href="https://doi.org/10.3390/app12189094">10.3390/app12189094</a>'
  apa: 'Clever, L., Pohl, J. S., Bossek, J., Kerschke, P., &#38; Trautmann, H. (2022).
    Process-Oriented Stream Classification Pipeline: A Literature Review. <i>Applied
    Sciences</i>, <i>12</i>(18), 9094. <a href="https://doi.org/10.3390/app12189094">https://doi.org/10.3390/app12189094</a>'
  bibtex: '@article{Clever_Pohl_Bossek_Kerschke_Trautmann_2022, title={Process-Oriented
    Stream Classification Pipeline: A Literature Review}, volume={12}, DOI={<a href="https://doi.org/10.3390/app12189094">10.3390/app12189094</a>},
    number={18}, journal={Applied Sciences}, publisher={{Multidisciplinary Digital
    Publishing Institute}}, author={Clever, Lena and Pohl, Janina Susanne and Bossek,
    Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2022}, pages={9094} }'
  chicago: 'Clever, Lena, Janina Susanne Pohl, Jakob Bossek, Pascal Kerschke, and
    Heike Trautmann. “Process-Oriented Stream Classification Pipeline: A Literature
    Review.” <i>Applied Sciences</i> 12, no. 18 (2022): 9094. <a href="https://doi.org/10.3390/app12189094">https://doi.org/10.3390/app12189094</a>.'
  ieee: 'L. Clever, J. S. Pohl, J. Bossek, P. Kerschke, and H. Trautmann, “Process-Oriented
    Stream Classification Pipeline: A Literature Review,” <i>Applied Sciences</i>,
    vol. 12, no. 18, p. 9094, 2022, doi: <a href="https://doi.org/10.3390/app12189094">10.3390/app12189094</a>.'
  mla: 'Clever, Lena, et al. “Process-Oriented Stream Classification Pipeline: A Literature
    Review.” <i>Applied Sciences</i>, vol. 12, no. 18, {Multidisciplinary Digital
    Publishing Institute}, 2022, p. 9094, doi:<a href="https://doi.org/10.3390/app12189094">10.3390/app12189094</a>.'
  short: L. Clever, J.S. Pohl, J. Bossek, P. Kerschke, H. Trautmann, Applied Sciences
    12 (2022) 9094.
date_created: 2023-11-14T15:58:57Z
date_updated: 2023-12-13T10:50:56Z
department:
- _id: '819'
doi: 10.3390/app12189094
intvolume: '        12'
issue: '18'
keyword:
- big data
- data mining
- data stream analysis
- machine learning
- stream classification
- supervised learning
language:
- iso: eng
page: '9094'
publication: Applied Sciences
publication_identifier:
  issn:
  - 2076-3417
publisher: '{Multidisciplinary Digital Publishing Institute}'
status: public
title: 'Process-Oriented Stream Classification Pipeline: A Literature Review'
type: journal_article
user_id: '102979'
volume: 12
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: <i>Proceedings
    of the Genetic and Evolutionary Computation Conference Companion</i>. GECCO’22.
    Association for Computing Machinery; 2022:356–359. doi:<a href="https://doi.org/10.1145/3520304.3528998">10.1145/3520304.3528998</a>'
  apa: Rook, J., Trautmann, H., Bossek, J., &#38; Grimme, C. (2022). On the Potential
    of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization
    Problems. <i>Proceedings of the Genetic and Evolutionary Computation Conference
    Companion</i>, 356–359. <a href="https://doi.org/10.1145/3520304.3528998">https://doi.org/10.1145/3520304.3528998</a>
  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={<a href="https://doi.org/10.1145/3520304.3528998">10.1145/3520304.3528998</a>},
    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 <i>Proceedings of the Genetic and Evolutionary Computation
    Conference Companion</i>, 356–359. GECCO’22. New York, NY, USA: Association for
    Computing Machinery, 2022. <a href="https://doi.org/10.1145/3520304.3528998">https://doi.org/10.1145/3520304.3528998</a>.'
  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 <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion</i>,
    2022, pp. 356–359, doi: <a href="https://doi.org/10.1145/3520304.3528998">10.1145/3520304.3528998</a>.'
  mla: Rook, Jeroen, et al. “On the Potential of Automated Algorithm Configuration
    on Multi-Modal Multi-Objective Optimization Problems.” <i>Proceedings of the Genetic
    and Evolutionary Computation Conference Companion</i>, Association for Computing
    Machinery, 2022, pp. 356–359, doi:<a href="https://doi.org/10.1145/3520304.3528998">10.1145/3520304.3528998</a>.
  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: '52532'
author:
- first_name: Agatha S.
  full_name: Rodrigues, Agatha S.
  last_name: Rodrigues
- first_name: Pascal
  full_name: Kerschke, Pascal
  last_name: Kerschke
- first_name: Carlos Alberto De Bragança
  full_name: Pereira, Carlos Alberto De Bragança
  last_name: Pereira
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
- first_name: Carolin
  full_name: Wagner, Carolin
  last_name: Wagner
- first_name: Bernd
  full_name: Hellingrath, Bernd
  last_name: Hellingrath
- first_name: Adriano
  full_name: Polpo, Adriano
  last_name: Polpo
citation:
  ama: Rodrigues AS, Kerschke P, Pereira CADB, et al. Estimation of component reliability
    from superposed renewal processes by means of latent variables. <i>Comput Stat</i>.
    2022;37(1):355–379. doi:<a href="https://doi.org/10.1007/S00180-021-01124-0">10.1007/S00180-021-01124-0</a>
  apa: Rodrigues, A. S., Kerschke, P., Pereira, C. A. D. B., Trautmann, H., Wagner,
    C., Hellingrath, B., &#38; Polpo, A. (2022). Estimation of component reliability
    from superposed renewal processes by means of latent variables. <i>Comput. Stat.</i>,
    <i>37</i>(1), 355–379. <a href="https://doi.org/10.1007/S00180-021-01124-0">https://doi.org/10.1007/S00180-021-01124-0</a>
  bibtex: '@article{Rodrigues_Kerschke_Pereira_Trautmann_Wagner_Hellingrath_Polpo_2022,
    title={Estimation of component reliability from superposed renewal processes by
    means of latent variables}, volume={37}, DOI={<a href="https://doi.org/10.1007/S00180-021-01124-0">10.1007/S00180-021-01124-0</a>},
    number={1}, journal={Comput. Stat.}, author={Rodrigues, Agatha S. and Kerschke,
    Pascal and Pereira, Carlos Alberto De Bragança and Trautmann, Heike and Wagner,
    Carolin and Hellingrath, Bernd and Polpo, Adriano}, year={2022}, pages={355–379}
    }'
  chicago: 'Rodrigues, Agatha S., Pascal Kerschke, Carlos Alberto De Bragança Pereira,
    Heike Trautmann, Carolin Wagner, Bernd Hellingrath, and Adriano Polpo. “Estimation
    of Component Reliability from Superposed Renewal Processes by Means of Latent
    Variables.” <i>Comput. Stat.</i> 37, no. 1 (2022): 355–379. <a href="https://doi.org/10.1007/S00180-021-01124-0">https://doi.org/10.1007/S00180-021-01124-0</a>.'
  ieee: 'A. S. Rodrigues <i>et al.</i>, “Estimation of component reliability from
    superposed renewal processes by means of latent variables,” <i>Comput. Stat.</i>,
    vol. 37, no. 1, pp. 355–379, 2022, doi: <a href="https://doi.org/10.1007/S00180-021-01124-0">10.1007/S00180-021-01124-0</a>.'
  mla: Rodrigues, Agatha S., et al. “Estimation of Component Reliability from Superposed
    Renewal Processes by Means of Latent Variables.” <i>Comput. Stat.</i>, vol. 37,
    no. 1, 2022, pp. 355–379, doi:<a href="https://doi.org/10.1007/S00180-021-01124-0">10.1007/S00180-021-01124-0</a>.
  short: A.S. Rodrigues, P. Kerschke, C.A.D.B. Pereira, H. Trautmann, C. Wagner, B.
    Hellingrath, A. Polpo, Comput. Stat. 37 (2022) 355–379.
date_created: 2024-03-13T09:59:21Z
date_updated: 2024-03-13T10:28:01Z
department:
- _id: '819'
doi: 10.1007/S00180-021-01124-0
intvolume: '        37'
issue: '1'
language:
- iso: eng
page: 355–379
publication: Comput. Stat.
status: public
title: Estimation of component reliability from superposed renewal processes by means
  of latent variables
type: journal_article
user_id: '15504'
volume: 37
year: '2022'
...
---
_id: '52862'
author:
- first_name: Anni-Yasmin
  full_name: Turhan, Anni-Yasmin
  id: '104470'
  last_name: Turhan
citation:
  ama: 'Turhan A-Y. A Double Take at Conferences: The Hybrid Format. <i>KI - Künstliche
    Intelligenz</i>. 2022;36(1):1-4. doi:<a href="https://doi.org/10.1007/s13218-022-00758-6">10.1007/s13218-022-00758-6</a>'
  apa: 'Turhan, A.-Y. (2022). A Double Take at Conferences: The Hybrid Format. <i>KI
    - Künstliche Intelligenz</i>, <i>36</i>(1), 1–4. <a href="https://doi.org/10.1007/s13218-022-00758-6">https://doi.org/10.1007/s13218-022-00758-6</a>'
  bibtex: '@article{Turhan_2022, title={A Double Take at Conferences: The Hybrid Format},
    volume={36}, DOI={<a href="https://doi.org/10.1007/s13218-022-00758-6">10.1007/s13218-022-00758-6</a>},
    number={1}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science
    and Business Media LLC}, author={Turhan, Anni-Yasmin}, year={2022}, pages={1–4}
    }'
  chicago: 'Turhan, Anni-Yasmin. “A Double Take at Conferences: The Hybrid Format.”
    <i>KI - Künstliche Intelligenz</i> 36, no. 1 (2022): 1–4. <a href="https://doi.org/10.1007/s13218-022-00758-6">https://doi.org/10.1007/s13218-022-00758-6</a>.'
  ieee: 'A.-Y. Turhan, “A Double Take at Conferences: The Hybrid Format,” <i>KI -
    Künstliche Intelligenz</i>, vol. 36, no. 1, pp. 1–4, 2022, doi: <a href="https://doi.org/10.1007/s13218-022-00758-6">10.1007/s13218-022-00758-6</a>.'
  mla: 'Turhan, Anni-Yasmin. “A Double Take at Conferences: The Hybrid Format.” <i>KI
    - Künstliche Intelligenz</i>, vol. 36, no. 1, Springer Science and Business Media
    LLC, 2022, pp. 1–4, doi:<a href="https://doi.org/10.1007/s13218-022-00758-6">10.1007/s13218-022-00758-6</a>.'
  short: A.-Y. Turhan, KI - Künstliche Intelligenz 36 (2022) 1–4.
date_created: 2024-03-25T14:00:30Z
date_updated: 2024-03-26T10:52:36Z
department:
- _id: '888'
doi: 10.1007/s13218-022-00758-6
intvolume: '        36'
issue: '1'
keyword:
- Artificial Intelligence
language:
- iso: eng
page: 1-4
publication: KI - Künstliche Intelligenz
publication_identifier:
  issn:
  - 0933-1875
  - 1610-1987
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'A Double Take at Conferences: The Hybrid Format'
type: journal_article
user_id: '9503'
volume: 36
year: '2022'
...
---
_id: '52923'
author:
- first_name: Igor
  full_name: de Camargo e Souza Câmara, Igor
  last_name: de Camargo e Souza Câmara
- first_name: Anni-Yasmin
  full_name: Turhan, Anni-Yasmin
  id: '104470'
  last_name: Turhan
citation:
  ama: 'de Camargo e Souza Câmara I, Turhan A-Y. Rational Defeasible Subsumption in
    DLs with Nested Quantifiers: the Case of ELI\(\perp\). In: Arieli O, Casini G,
    Giordano L, eds. <i>Proceedings of the 20th International Workshop on Non-Monotonic
    Reasoning, NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa,
    Israel, August 7-9, 2022</i>. Vol 3197. CEUR Workshop Proceedings. CEUR-WS.org;
    2022:159–162.'
  apa: 'de Camargo e Souza Câmara, I., &#38; Turhan, A.-Y. (2022). Rational Defeasible
    Subsumption in DLs with Nested Quantifiers: the Case of ELI\(\perp\). In O. Arieli,
    G. Casini, &#38; L. Giordano (Eds.), <i>Proceedings of the 20th International
    Workshop on Non-Monotonic Reasoning, NMR 2022, Part of the Federated Logic Conference
    (FLoC 2022), Haifa, Israel, August 7-9, 2022</i> (Vol. 3197, pp. 159–162). CEUR-WS.org.'
  bibtex: '@inproceedings{de Camargo e Souza Câmara_Turhan_2022, series={CEUR Workshop
    Proceedings}, title={Rational Defeasible Subsumption in DLs with Nested Quantifiers:
    the Case of ELI\(\perp\)}, volume={3197}, booktitle={Proceedings of the 20th International
    Workshop on Non-Monotonic Reasoning, NMR 2022, Part of the Federated Logic Conference
    (FLoC 2022), Haifa, Israel, August 7-9, 2022}, publisher={CEUR-WS.org}, author={de
    Camargo e Souza Câmara, Igor and Turhan, Anni-Yasmin}, editor={Arieli, Ofer and
    Casini, Giovanni and Giordano, Laura}, year={2022}, pages={159–162}, collection={CEUR
    Workshop Proceedings} }'
  chicago: 'Camargo e Souza Câmara, Igor de, and Anni-Yasmin Turhan. “Rational Defeasible
    Subsumption in DLs with Nested Quantifiers: The Case of ELI\(\perp\).” In <i>Proceedings
    of the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part
    of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022</i>,
    edited by Ofer Arieli, Giovanni Casini, and Laura Giordano, 3197:159–162. CEUR
    Workshop Proceedings. CEUR-WS.org, 2022.'
  ieee: 'I. de Camargo e Souza Câmara and A.-Y. Turhan, “Rational Defeasible Subsumption
    in DLs with Nested Quantifiers: the Case of ELI\(\perp\),” in <i>Proceedings of
    the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part of
    the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022</i>,
    2022, vol. 3197, pp. 159–162.'
  mla: 'de Camargo e Souza Câmara, Igor, and Anni-Yasmin Turhan. “Rational Defeasible
    Subsumption in DLs with Nested Quantifiers: The Case of ELI\(\perp\).” <i>Proceedings
    of the 20th International Workshop on Non-Monotonic Reasoning, NMR 2022, Part
    of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7-9, 2022</i>,
    edited by Ofer Arieli et al., vol. 3197, CEUR-WS.org, 2022, pp. 159–162.'
  short: 'I. de Camargo e Souza Câmara, A.-Y. Turhan, in: O. Arieli, G. Casini, L.
    Giordano (Eds.), Proceedings of the 20th International Workshop on Non-Monotonic
    Reasoning, NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa,
    Israel, August 7-9, 2022, CEUR-WS.org, 2022, pp. 159–162.'
date_created: 2024-03-26T10:54:06Z
date_updated: 2024-03-26T10:56:19Z
department:
- _id: '888'
editor:
- first_name: Ofer
  full_name: Arieli, Ofer
  last_name: Arieli
- first_name: Giovanni
  full_name: Casini, Giovanni
  last_name: Casini
- first_name: Laura
  full_name: Giordano, Laura
  last_name: Giordano
intvolume: '      3197'
language:
- iso: eng
page: 159–162
publication: Proceedings of the 20th International Workshop on Non-Monotonic Reasoning,
  NMR 2022, Part of the Federated Logic Conference (FLoC 2022), Haifa, Israel, August
  7-9, 2022
publisher: CEUR-WS.org
series_title: CEUR Workshop Proceedings
status: public
title: 'Rational Defeasible Subsumption in DLs with Nested Quantifiers: the Case of
  ELI\(\perp\)'
type: conference
user_id: '9503'
volume: 3197
year: '2022'
...
---
_id: '52925'
citation:
  ama: Governatori G, Turhan A-Y, eds. <i>Rules and Reasoning - 6th International
    Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September
    26-28, 2022, Proceedings</i>. Vol 13752. Springer; 2022. doi:<a href="https://doi.org/10.1007/978-3-031-21541-4">10.1007/978-3-031-21541-4</a>
  apa: Governatori, G., &#38; Turhan, A.-Y. (Eds.). (2022). <i>Rules and Reasoning
    - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin,
    Germany, September 26-28, 2022, Proceedings</i> (Vol. 13752). Springer. <a href="https://doi.org/10.1007/978-3-031-21541-4">https://doi.org/10.1007/978-3-031-21541-4</a>
  bibtex: '@book{Governatori_Turhan_2022, series={Lecture Notes in Computer Science},
    title={Rules and Reasoning - 6th International Joint Conference on Rules and Reasoning,
    RuleML+RR 2022, Berlin, Germany, September 26-28, 2022, Proceedings}, volume={13752},
    DOI={<a href="https://doi.org/10.1007/978-3-031-21541-4">10.1007/978-3-031-21541-4</a>},
    publisher={Springer}, year={2022}, collection={Lecture Notes in Computer Science}
    }'
  chicago: Governatori, Guido, and Anni-Yasmin Turhan, eds. <i>Rules and Reasoning
    - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin,
    Germany, September 26-28, 2022, Proceedings</i>. Vol. 13752. Lecture Notes in
    Computer Science. Springer, 2022. <a href="https://doi.org/10.1007/978-3-031-21541-4">https://doi.org/10.1007/978-3-031-21541-4</a>.
  ieee: G. Governatori and A.-Y. Turhan, Eds., <i>Rules and Reasoning - 6th International
    Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September
    26-28, 2022, Proceedings</i>, vol. 13752. Springer, 2022.
  mla: Governatori, Guido, and Anni-Yasmin Turhan, editors. <i>Rules and Reasoning
    - 6th International Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin,
    Germany, September 26-28, 2022, Proceedings</i>. Springer, 2022, doi:<a href="https://doi.org/10.1007/978-3-031-21541-4">10.1007/978-3-031-21541-4</a>.
  short: G. Governatori, A.-Y. Turhan, eds., Rules and Reasoning - 6th International
    Joint Conference on Rules and Reasoning, RuleML+RR 2022, Berlin, Germany, September
    26-28, 2022, Proceedings, Springer, 2022.
date_created: 2024-03-26T10:54:33Z
date_updated: 2024-03-26T10:56:14Z
department:
- _id: '888'
doi: 10.1007/978-3-031-21541-4
editor:
- first_name: Guido
  full_name: Governatori, Guido
  last_name: Governatori
- first_name: Anni-Yasmin
  full_name: Turhan, Anni-Yasmin
  id: '104470'
  last_name: Turhan
intvolume: '     13752'
language:
- iso: eng
publication_identifier:
  isbn:
  - 978-3-031-21540-7
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Rules and Reasoning - 6th International Joint Conference on Rules and Reasoning,
  RuleML+RR 2022, Berlin, Germany, September 26-28, 2022, Proceedings
type: conference_editor
user_id: '9503'
volume: 13752
year: '2022'
...
---
_id: '32572'
author:
- first_name: Peter
  full_name: Mayer, Peter
  last_name: Mayer
- first_name: Damian
  full_name: Poddebniak, Damian
  last_name: Poddebniak
- first_name: Konstantin
  full_name: Fischer, Konstantin
  last_name: Fischer
- first_name: Marcus
  full_name: Brinkmann, Marcus
  last_name: Brinkmann
- first_name: Juraj
  full_name: Somorovsky, Juraj
  id: '83504'
  last_name: Somorovsky
  orcid: 0000-0002-3593-7720
- first_name: Angela
  full_name: Sasse, Angela
  last_name: Sasse
- first_name: Sebastian
  full_name: Schinzel, Sebastian
  last_name: Schinzel
- first_name: Melanie
  full_name: Volkamer, Melanie
  last_name: Volkamer
citation:
  ama: 'Mayer P, Poddebniak D, Fischer K, et al. “I don’ know why I check this...”
    - Investigating Expert Users’ Strategies to Detect Email Signature Spoofing Attacks.
    In: <i>Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022)</i>. USENIX
    Association; 2022:77–96.'
  apa: Mayer, P., Poddebniak, D., Fischer, K., Brinkmann, M., Somorovsky, J., Sasse,
    A., Schinzel, S., &#38; Volkamer, M. (2022). “I don’ know why I check this...”
    - Investigating Expert Users’ Strategies to Detect Email Signature Spoofing Attacks.
    <i>Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022)</i>, 77–96.
  bibtex: '@inproceedings{Mayer_Poddebniak_Fischer_Brinkmann_Somorovsky_Sasse_Schinzel_Volkamer_2022,
    place={Boston, MA}, title={“I don’ know why I check this...” - Investigating Expert
    Users’ Strategies to Detect Email Signature Spoofing Attacks}, booktitle={Eighteenth
    Symposium on Usable Privacy and Security (SOUPS 2022)}, publisher={USENIX Association},
    author={Mayer, Peter and Poddebniak, Damian and Fischer, Konstantin and Brinkmann,
    Marcus and Somorovsky, Juraj and Sasse, Angela and Schinzel, Sebastian and Volkamer,
    Melanie}, year={2022}, pages={77–96} }'
  chicago: 'Mayer, Peter, Damian Poddebniak, Konstantin Fischer, Marcus Brinkmann,
    Juraj Somorovsky, Angela Sasse, Sebastian Schinzel, and Melanie Volkamer. “‘I
    Don’ Know Why I Check This...’ - Investigating Expert Users’ Strategies to Detect
    Email Signature Spoofing Attacks.” In <i>Eighteenth Symposium on Usable Privacy
    and Security (SOUPS 2022)</i>, 77–96. Boston, MA: USENIX Association, 2022.'
  ieee: P. Mayer <i>et al.</i>, “‘I don’ know why I check this...’ - Investigating
    Expert Users’ Strategies to Detect Email Signature Spoofing Attacks,” in <i>Eighteenth
    Symposium on Usable Privacy and Security (SOUPS 2022)</i>, 2022, pp. 77–96.
  mla: Mayer, Peter, et al. “‘I Don’ Know Why I Check This...’ - Investigating Expert
    Users’ Strategies to Detect Email Signature Spoofing Attacks.” <i>Eighteenth Symposium
    on Usable Privacy and Security (SOUPS 2022)</i>, USENIX Association, 2022, pp.
    77–96.
  short: 'P. Mayer, D. Poddebniak, K. Fischer, M. Brinkmann, J. Somorovsky, A. Sasse,
    S. Schinzel, M. Volkamer, in: Eighteenth Symposium on Usable Privacy and Security
    (SOUPS 2022), USENIX Association, Boston, MA, 2022, pp. 77–96.'
date_created: 2022-08-03T11:02:10Z
date_updated: 2024-04-02T12:19:28Z
department:
- _id: '632'
language:
- iso: eng
page: 77–96
place: Boston, MA
publication: Eighteenth Symposium on Usable Privacy and Security (SOUPS 2022)
publication_identifier:
  isbn:
  - 978-1-939133-30-4
publisher: USENIX Association
status: public
title: '"I don'' know why I check this..." - Investigating Expert Users'' Strategies
  to Detect Email Signature Spoofing Attacks'
type: conference
user_id: '83504'
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: <i>31st USENIX Security
    Symposium (USENIX Security 22)</i>. USENIX Association; 2022.'
  apa: 'Maehren, M., Nieting, P., Hebrok, S. N., Merget, R., Somorovsky, J., &#38;
    Schwenk, J. (2022). TLS-Anvil: Adapting Combinatorial Testing for TLS Libraries.
    <i>31st USENIX Security Symposium (USENIX Security 22)</i>.'
  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 <i>31st USENIX Security Symposium (USENIX Security 22)</i>. 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.” <i>31st USENIX Security Symposium (USENIX Security 22)</i>, 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: '33740'
author:
- first_name: N'Dah Jean
  full_name: KOUAGOU, N'Dah Jean
  id: '87189'
  last_name: KOUAGOU
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Learning Concept Lengths
    Accelerates Concept Learning in ALC. In: <i>The Semantic Web</i>. Springer International
    Publishing; 2022. doi:<a href="https://doi.org/10.1007/978-3-031-06981-9_14">10.1007/978-3-031-06981-9_14</a>'
  apa: KOUAGOU, N. J., Heindorf, S., Demir, C., &#38; Ngonga Ngomo, A.-C. (2022).
    Learning Concept Lengths Accelerates Concept Learning in ALC. In <i>The Semantic
    Web</i>. Springer International Publishing. <a href="https://doi.org/10.1007/978-3-031-06981-9_14">https://doi.org/10.1007/978-3-031-06981-9_14</a>
  bibtex: '@inbook{KOUAGOU_Heindorf_Demir_Ngonga Ngomo_2022, place={Cham}, title={Learning
    Concept Lengths Accelerates Concept Learning in ALC}, DOI={<a href="https://doi.org/10.1007/978-3-031-06981-9_14">10.1007/978-3-031-06981-9_14</a>},
    booktitle={The Semantic Web}, publisher={Springer International Publishing}, author={KOUAGOU,
    N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille},
    year={2022} }'
  chicago: 'KOUAGOU, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga
    Ngomo. “Learning Concept Lengths Accelerates Concept Learning in ALC.” In <i>The
    Semantic Web</i>. Cham: Springer International Publishing, 2022. <a href="https://doi.org/10.1007/978-3-031-06981-9_14">https://doi.org/10.1007/978-3-031-06981-9_14</a>.'
  ieee: 'N. J. KOUAGOU, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Learning Concept
    Lengths Accelerates Concept Learning in ALC,” in <i>The Semantic Web</i>, Cham:
    Springer International Publishing, 2022.'
  mla: KOUAGOU, N’Dah Jean, et al. “Learning Concept Lengths Accelerates Concept Learning
    in ALC.” <i>The Semantic Web</i>, Springer International Publishing, 2022, doi:<a
    href="https://doi.org/10.1007/978-3-031-06981-9_14">10.1007/978-3-031-06981-9_14</a>.
  short: 'N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: The Semantic
    Web, Springer International Publishing, Cham, 2022.'
date_created: 2022-10-15T19:34:41Z
date_updated: 2024-04-03T13:26:10Z
department:
- _id: '574'
- _id: '760'
doi: 10.1007/978-3-031-06981-9_14
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2107.04911
oa: '1'
place: Cham
publication: The Semantic Web
publication_identifier:
  isbn:
  - '9783031069802'
  - '9783031069819'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer International Publishing
related_material:
  link:
  - relation: confirmation
    url: https://link.springer.com/chapter/10.1007/978-3-031-06981-9_14
status: public
title: Learning Concept Lengths Accelerates Concept Learning in ALC
type: book_chapter
user_id: '11871'
year: '2022'
...
---
_id: '47831'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Ködding P, Dumitrescu R. Szenario-Technik mit digitalen Technologien. In:
    Hartmann EA, ed. <i>Digitalisierung Souverän Gestalten II</i>. ; 2022.'
  apa: Ködding, P., &#38; Dumitrescu, R. (2022). Szenario-Technik mit digitalen Technologien.
    In E. A. Hartmann (Ed.), <i>Digitalisierung souverän gestalten II</i>.
  bibtex: '@inproceedings{Ködding_Dumitrescu_2022, title={Szenario-Technik mit digitalen
    Technologien}, booktitle={Digitalisierung souverän gestalten II}, author={Ködding,
    Patrick and Dumitrescu, Roman}, editor={Hartmann, Ernst A.}, year={2022} }'
  chicago: Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen
    Technologien.” In <i>Digitalisierung Souverän Gestalten II</i>, edited by Ernst
    A. Hartmann, 2022.
  ieee: P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien,”
    in <i>Digitalisierung souverän gestalten II</i>, 2022.
  mla: Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien.”
    <i>Digitalisierung Souverän Gestalten II</i>, edited by Ernst A. Hartmann, 2022.
  short: 'P. Ködding, R. Dumitrescu, in: E.A. Hartmann (Ed.), Digitalisierung Souverän
    Gestalten II, 2022.'
date_created: 2023-10-06T12:36:26Z
date_updated: 2024-04-17T16:16:19Z
department:
- _id: '563'
editor:
- first_name: Ernst A.
  full_name: Hartmann, Ernst A.
  last_name: Hartmann
language:
- iso: eng
publication: Digitalisierung souverän gestalten II
status: public
title: Szenario-Technik mit digitalen Technologien
type: conference
user_id: '45402'
year: '2022'
...
---
_id: '53952'
author:
- first_name: Fabio
  full_name: Massacci, Fabio
  last_name: Massacci
- first_name: Antonino
  full_name: Sabetta, Antonino
  last_name: Sabetta
- first_name: Jelena
  full_name: Mirkovic, Jelena
  last_name: Mirkovic
- first_name: Toby
  full_name: Murray, Toby
  last_name: Murray
- first_name: Hamed
  full_name: Okhravi, Hamed
  last_name: Okhravi
- first_name: Mohammad
  full_name: Mannan, Mohammad
  last_name: Mannan
- first_name: Anderson
  full_name: Rocha, Anderson
  last_name: Rocha
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
- first_name: Daniel E.
  full_name: Geer, Daniel E.
  last_name: Geer
citation:
  ama: Massacci F, Sabetta A, Mirkovic J, et al. “Free” as in Freedom to Protest?
    <i>IEEE Security &#38;amp; Privacy</i>. 2022;20(5):16-21. doi:<a href="https://doi.org/10.1109/msec.2022.3185845">10.1109/msec.2022.3185845</a>
  apa: Massacci, F., Sabetta, A., Mirkovic, J., Murray, T., Okhravi, H., Mannan, M.,
    Rocha, A., Bodden, E., &#38; Geer, D. E. (2022). “Free” as in Freedom to Protest?
    <i>IEEE Security &#38;amp; Privacy</i>, <i>20</i>(5), 16–21. <a href="https://doi.org/10.1109/msec.2022.3185845">https://doi.org/10.1109/msec.2022.3185845</a>
  bibtex: '@article{Massacci_Sabetta_Mirkovic_Murray_Okhravi_Mannan_Rocha_Bodden_Geer_2022,
    title={“Free” as in Freedom to Protest?}, volume={20}, DOI={<a href="https://doi.org/10.1109/msec.2022.3185845">10.1109/msec.2022.3185845</a>},
    number={5}, journal={IEEE Security &#38;amp; Privacy}, publisher={Institute of
    Electrical and Electronics Engineers (IEEE)}, author={Massacci, Fabio and Sabetta,
    Antonino and Mirkovic, Jelena and Murray, Toby and Okhravi, Hamed and Mannan,
    Mohammad and Rocha, Anderson and Bodden, Eric and Geer, Daniel E.}, year={2022},
    pages={16–21} }'
  chicago: 'Massacci, Fabio, Antonino Sabetta, Jelena Mirkovic, Toby Murray, Hamed
    Okhravi, Mohammad Mannan, Anderson Rocha, Eric Bodden, and Daniel E. Geer. “‘Free’
    as in Freedom to Protest?” <i>IEEE Security &#38;amp; Privacy</i> 20, no. 5 (2022):
    16–21. <a href="https://doi.org/10.1109/msec.2022.3185845">https://doi.org/10.1109/msec.2022.3185845</a>.'
  ieee: 'F. Massacci <i>et al.</i>, “‘Free’ as in Freedom to Protest?,” <i>IEEE Security
    &#38;amp; Privacy</i>, vol. 20, no. 5, pp. 16–21, 2022, doi: <a href="https://doi.org/10.1109/msec.2022.3185845">10.1109/msec.2022.3185845</a>.'
  mla: Massacci, Fabio, et al. “‘Free’ as in Freedom to Protest?” <i>IEEE Security
    &#38;amp; Privacy</i>, vol. 20, no. 5, Institute of Electrical and Electronics
    Engineers (IEEE), 2022, pp. 16–21, doi:<a href="https://doi.org/10.1109/msec.2022.3185845">10.1109/msec.2022.3185845</a>.
  short: F. Massacci, A. Sabetta, J. Mirkovic, T. Murray, H. Okhravi, M. Mannan, A.
    Rocha, E. Bodden, D.E. Geer, IEEE Security &#38;amp; Privacy 20 (2022) 16–21.
date_created: 2024-05-06T11:32:59Z
date_updated: 2024-05-06T11:33:14Z
department:
- _id: '76'
doi: 10.1109/msec.2022.3185845
intvolume: '        20'
issue: '5'
language:
- iso: eng
page: 16-21
publication: IEEE Security &amp; Privacy
publication_identifier:
  issn:
  - 1540-7993
  - 1558-4046
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: “Free” as in Freedom to Protest?
type: journal_article
user_id: '15249'
volume: 20
year: '2022'
...
---
_id: '54435'
abstract:
- lang: eng
  text: Web browsers are among the most important but also complex software solutions
    to access the web. It is therefore not surprising that web browsers are an attractive
    target for attackers. Especially in the last decade, security researchers and
    browser vendors have developed sandboxing mechanisms like security-relevant HTTP
    headers to tackle the problem of getting a more secure browser. Although the security
    community is aware of the importance of security-relevant HTTP headers, legacy
    applications and individual requests from different parties have led to possible
    insecure configurations of these headers. Even if specific security headers are
    configured correctly, conflicts in their functionalities may lead to unforeseen
    browser behaviors and vulnerabilities. Recently, the first work which analyzed
    duplicated headers and conflicts in headers was published by Calzavara et al.
    at USENIX Security [1]. The authors focused on inconsistent protections by using
    both, the HTTP header X-Frame-Options and the framing protection of the Content-Security-Policy.
    We extend their work by analyzing browser behaviors when parsing duplicated headers,
    conflicting directives, and values that do not conform to the defined ABNF metalanguage
    specification. We created an open-source testbed running over 19,800 test cases,
    at which nearly 300 test cases are executed in the set of 66 different browsers.
    Our work shows that browsers conform to the specification and behave securely.
    However, all tested browsers behave differently when it comes, for example, to
    parsing the Strict-Transport-Security header. Moreover, Chrome, Safari, and Firefox
    behave differently if the header contains a character, which is not allowed by
    the defined ABNF. This results in the protection mechanism being fully enforced,
    partially enforced, or not enforced and thus completely bypassable.
author:
- first_name: Hendrik
  full_name: Siewert, Hendrik
  last_name: Siewert
- first_name: Martin
  full_name: Kretschmer, Martin
  last_name: Kretschmer
- first_name: Marcus
  full_name: Niemietz, Marcus
  last_name: Niemietz
- first_name: Juraj
  full_name: Somorovsky, Juraj
  id: '83504'
  last_name: Somorovsky
  orcid: 0000-0002-3593-7720
citation:
  ama: 'Siewert H, Kretschmer M, Niemietz M, Somorovsky J. On the Security of Parsing
    Security-Relevant HTTP Headers in Modern Browsers. In: <i>2022 IEEE Security and
    Privacy Workshops (SPW)</i>. IEEE; 2022. doi:<a href="https://doi.org/10.1109/spw54247.2022.9833880">10.1109/spw54247.2022.9833880</a>'
  apa: Siewert, H., Kretschmer, M., Niemietz, M., &#38; Somorovsky, J. (2022). On
    the Security of Parsing Security-Relevant HTTP Headers in Modern Browsers. <i>2022
    IEEE Security and Privacy Workshops (SPW)</i>. <a href="https://doi.org/10.1109/spw54247.2022.9833880">https://doi.org/10.1109/spw54247.2022.9833880</a>
  bibtex: '@inproceedings{Siewert_Kretschmer_Niemietz_Somorovsky_2022, title={On the
    Security of Parsing Security-Relevant HTTP Headers in Modern Browsers}, DOI={<a
    href="https://doi.org/10.1109/spw54247.2022.9833880">10.1109/spw54247.2022.9833880</a>},
    booktitle={2022 IEEE Security and Privacy Workshops (SPW)}, publisher={IEEE},
    author={Siewert, Hendrik and Kretschmer, Martin and Niemietz, Marcus and Somorovsky,
    Juraj}, year={2022} }'
  chicago: Siewert, Hendrik, Martin Kretschmer, Marcus Niemietz, and Juraj Somorovsky.
    “On the Security of Parsing Security-Relevant HTTP Headers in Modern Browsers.”
    In <i>2022 IEEE Security and Privacy Workshops (SPW)</i>. IEEE, 2022. <a href="https://doi.org/10.1109/spw54247.2022.9833880">https://doi.org/10.1109/spw54247.2022.9833880</a>.
  ieee: 'H. Siewert, M. Kretschmer, M. Niemietz, and J. Somorovsky, “On the Security
    of Parsing Security-Relevant HTTP Headers in Modern Browsers,” 2022, doi: <a href="https://doi.org/10.1109/spw54247.2022.9833880">10.1109/spw54247.2022.9833880</a>.'
  mla: Siewert, Hendrik, et al. “On the Security of Parsing Security-Relevant HTTP
    Headers in Modern Browsers.” <i>2022 IEEE Security and Privacy Workshops (SPW)</i>,
    IEEE, 2022, doi:<a href="https://doi.org/10.1109/spw54247.2022.9833880">10.1109/spw54247.2022.9833880</a>.
  short: 'H. Siewert, M. Kretschmer, M. Niemietz, J. Somorovsky, in: 2022 IEEE Security
    and Privacy Workshops (SPW), IEEE, 2022.'
date_created: 2024-05-23T10:49:19Z
date_updated: 2024-05-23T11:01:43Z
department:
- _id: '632'
doi: 10.1109/spw54247.2022.9833880
language:
- iso: eng
publication: 2022 IEEE Security and Privacy Workshops (SPW)
publication_status: published
publisher: IEEE
status: public
title: On the Security of Parsing Security-Relevant HTTP Headers in Modern Browsers
type: conference
user_id: '74619'
year: '2022'
...
---
_id: '29290'
abstract:
- lang: eng
  text: "Classifying nodes in knowledge graphs is an important task, e.g., predicting\r\nmissing
    types of entities, predicting which molecules cause cancer, or\r\npredicting which
    drugs are promising treatment candidates. While black-box\r\nmodels often achieve
    high predictive performance, they are only post-hoc and\r\nlocally explainable
    and do not allow the learned model to be easily enriched\r\nwith domain knowledge.
    Towards this end, learning description logic concepts\r\nfrom positive and negative
    examples has been proposed. However, learning such\r\nconcepts often takes a long
    time and state-of-the-art approaches provide\r\nlimited support for literal data
    values, although they are crucial for many\r\napplications. In this paper, we
    propose EvoLearner - an evolutionary approach\r\nto learn ALCQ(D), which is the
    attributive language with complement (ALC)\r\npaired with qualified cardinality
    restrictions (Q) and data properties (D). We\r\ncontribute a novel initialization
    method for the initial population: starting\r\nfrom positive examples (nodes in
    the knowledge graph), we perform biased random\r\nwalks and translate them to
    description logic concepts. Moreover, we improve\r\nsupport for data properties
    by maximizing information gain when deciding where\r\nto split the data. We show
    that our approach significantly outperforms the\r\nstate of the art on the benchmarking
    framework SML-Bench for structured machine\r\nlearning. Our ablation study confirms
    that this is due to our novel\r\ninitialization method and support for data properties."
author:
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
- first_name: Lukas
  full_name: Blübaum, Lukas
  last_name: Blübaum
- first_name: Nick
  full_name: Düsterhus, Nick
  last_name: Düsterhus
- first_name: Till
  full_name: Werner, Till
  last_name: Werner
- first_name: Varun Nandkumar
  full_name: Golani, Varun Nandkumar
  last_name: Golani
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Heindorf S, Blübaum L, Düsterhus N, et al. EvoLearner: Learning Description
    Logics with Evolutionary Algorithms. In: <i>WWW</i>. ACM; 2022:818-828. doi:<a
    href="https://doi.org/10.1145/3485447.3511925">10.1145/3485447.3511925</a>'
  apa: 'Heindorf, S., Blübaum, L., Düsterhus, N., Werner, T., Golani, V. N., Demir,
    C., &#38; Ngonga Ngomo, A.-C. (2022). EvoLearner: Learning Description Logics
    with Evolutionary Algorithms. <i>WWW</i>, 818–828. <a href="https://doi.org/10.1145/3485447.3511925">https://doi.org/10.1145/3485447.3511925</a>'
  bibtex: '@inproceedings{Heindorf_Blübaum_Düsterhus_Werner_Golani_Demir_Ngonga Ngomo_2022,
    title={EvoLearner: Learning Description Logics with Evolutionary Algorithms},
    DOI={<a href="https://doi.org/10.1145/3485447.3511925">10.1145/3485447.3511925</a>},
    booktitle={WWW}, publisher={ACM}, author={Heindorf, Stefan and Blübaum, Lukas
    and Düsterhus, Nick and Werner, Till and Golani, Varun Nandkumar and Demir, Caglar
    and Ngonga Ngomo, Axel-Cyrille}, year={2022}, pages={818–828} }'
  chicago: 'Heindorf, Stefan, Lukas Blübaum, Nick Düsterhus, Till Werner, Varun Nandkumar
    Golani, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “EvoLearner: Learning Description
    Logics with Evolutionary Algorithms.” In <i>WWW</i>, 818–28. ACM, 2022. <a href="https://doi.org/10.1145/3485447.3511925">https://doi.org/10.1145/3485447.3511925</a>.'
  ieee: 'S. Heindorf <i>et al.</i>, “EvoLearner: Learning Description Logics with
    Evolutionary Algorithms,” in <i>WWW</i>, 2022, pp. 818–828, doi: <a href="https://doi.org/10.1145/3485447.3511925">10.1145/3485447.3511925</a>.'
  mla: 'Heindorf, Stefan, et al. “EvoLearner: Learning Description Logics with Evolutionary
    Algorithms.” <i>WWW</i>, ACM, 2022, pp. 818–28, doi:<a href="https://doi.org/10.1145/3485447.3511925">10.1145/3485447.3511925</a>.'
  short: 'S. Heindorf, L. Blübaum, N. Düsterhus, T. Werner, V.N. Golani, C. Demir,
    A.-C. Ngonga Ngomo, in: WWW, ACM, 2022, pp. 818–828.'
date_created: 2022-01-12T10:22:53Z
date_updated: 2024-05-26T19:13:09Z
department:
- _id: '574'
doi: 10.1145/3485447.3511925
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2111.04879
oa: '1'
page: 818-828
publication: WWW
publisher: ACM
status: public
title: 'EvoLearner: Learning Description Logics with Evolutionary Algorithms'
type: conference
user_id: '11871'
year: '2022'
...
---
_id: '29851'
author:
- first_name: 'Svetlana '
  full_name: 'Pestryakova, Svetlana '
  last_name: Pestryakova
- first_name: Daniel
  full_name: Vollmers, Daniel
  last_name: Vollmers
- first_name: Mohamed
  full_name: Sherif, Mohamed
  id: '67234'
  last_name: Sherif
  orcid: https://orcid.org/0000-0002-9927-2203
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
- first_name: 'Muhammad '
  full_name: 'Saleem, Muhammad '
  last_name: Saleem
- first_name: Diego
  full_name: Moussallem, Diego
  id: '71635'
  last_name: Moussallem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Pestryakova S, Vollmers D, Sherif M, et al. CovidPubGraph: A FAIR Knowledge
    Graph of COVID-19 Publications. <i>Scientific Data</i>. Published online 2022.
    doi:<a href="https://doi.org/10.1038/s41597-022-01298-2">10.1038/s41597-022-01298-2</a>'
  apa: 'Pestryakova, S., Vollmers, D., Sherif, M., Heindorf, S., Saleem, M., Moussallem,
    D., &#38; Ngonga Ngomo, A.-C. (2022). CovidPubGraph: A FAIR Knowledge Graph of
    COVID-19 Publications. <i>Scientific Data</i>. <a href="https://doi.org/10.1038/s41597-022-01298-2">https://doi.org/10.1038/s41597-022-01298-2</a>'
  bibtex: '@article{Pestryakova_Vollmers_Sherif_Heindorf_Saleem_Moussallem_Ngonga
    Ngomo_2022, title={CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications},
    DOI={<a href="https://doi.org/10.1038/s41597-022-01298-2">10.1038/s41597-022-01298-2</a>},
    journal={Scientific Data}, author={Pestryakova, Svetlana  and Vollmers, Daniel
    and Sherif, Mohamed and Heindorf, Stefan and Saleem, Muhammad  and Moussallem,
    Diego and Ngonga Ngomo, Axel-Cyrille}, year={2022} }'
  chicago: 'Pestryakova, Svetlana , Daniel Vollmers, Mohamed Sherif, Stefan Heindorf,
    Muhammad  Saleem, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “CovidPubGraph:
    A FAIR Knowledge Graph of COVID-19 Publications.” <i>Scientific Data</i>, 2022.
    <a href="https://doi.org/10.1038/s41597-022-01298-2">https://doi.org/10.1038/s41597-022-01298-2</a>.'
  ieee: 'S. Pestryakova <i>et al.</i>, “CovidPubGraph: A FAIR Knowledge Graph of COVID-19
    Publications,” <i>Scientific Data</i>, 2022, doi: <a href="https://doi.org/10.1038/s41597-022-01298-2">10.1038/s41597-022-01298-2</a>.'
  mla: 'Pestryakova, Svetlana, et al. “CovidPubGraph: A FAIR Knowledge Graph of COVID-19
    Publications.” <i>Scientific Data</i>, 2022, doi:<a href="https://doi.org/10.1038/s41597-022-01298-2">10.1038/s41597-022-01298-2</a>.'
  short: S. Pestryakova, D. Vollmers, M. Sherif, S. Heindorf, M. Saleem, D. Moussallem,
    A.-C. Ngonga Ngomo, Scientific Data (2022).
date_created: 2022-02-15T16:59:29Z
date_updated: 2024-05-26T19:14:21Z
department:
- _id: '574'
doi: 10.1038/s41597-022-01298-2
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://papers.dice-research.org/2022/NSDJ_CovidPubGraph/public.pdf
oa: '1'
publication: Scientific Data
status: public
title: 'CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications'
type: journal_article
user_id: '11871'
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: <i>International Conference on Human-Agent Interaction</i>. ACM;
    2022. doi:<a href="https://doi.org/10.1145/3527188.3561914">10.1145/3527188.3561914</a>'
  apa: 'Sieger, L. N., Hermann, J., Schomäcker, A., Heindorf, S., Meske, C., Hey,
    C.-C., &#38; Doğangün, A. (2022). User Involvement in Training Smart Home Agents.
    <i>International Conference on Human-Agent Interaction</i>. HAI ’22: International
    Conference on Human-Agent Interaction, Christchurch, New Zealand. <a href="https://doi.org/10.1145/3527188.3561914">https://doi.org/10.1145/3527188.3561914</a>'
  bibtex: '@inproceedings{Sieger_Hermann_Schomäcker_Heindorf_Meske_Hey_Doğangün_2022,
    title={User Involvement in Training Smart Home Agents}, DOI={<a href="https://doi.org/10.1145/3527188.3561914">10.1145/3527188.3561914</a>},
    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 <i>International Conference on Human-Agent Interaction</i>.
    ACM, 2022. <a href="https://doi.org/10.1145/3527188.3561914">https://doi.org/10.1145/3527188.3561914</a>.
  ieee: 'L. N. Sieger <i>et al.</i>, “User Involvement in Training Smart Home Agents,”
    presented at the HAI ’22: International Conference on Human-Agent Interaction,
    Christchurch, New Zealand, 2022, doi: <a href="https://doi.org/10.1145/3527188.3561914">10.1145/3527188.3561914</a>.'
  mla: Sieger, Leonie Nora, et al. “User Involvement in Training Smart Home Agents.”
    <i>International Conference on Human-Agent Interaction</i>, ACM, 2022, doi:<a
    href="https://doi.org/10.1145/3527188.3561914">10.1145/3527188.3561914</a>.
  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. <i>SAC ’22:
    The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual Event, April 25
    - 29, 2022</i>. ACM; 2022:903–910. doi:<a href="https://doi.org/10.1145/3477314.3507136">10.1145/3477314.3507136</a>'
  apa: 'Tirtarasa, S., &#38; Turhan, A.-Y. (2022). Computing generalizations of temporal
    ϵL concepts with next and global. In J. Hong, M. Bures, J. W. Park, &#38; T. Cerný
    (Eds.), <i>SAC ’22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
    Event, April 25 - 29, 2022</i> (pp. 903–910). ACM. <a href="https://doi.org/10.1145/3477314.3507136">https://doi.org/10.1145/3477314.3507136</a>'
  bibtex: '@inproceedings{Tirtarasa_Turhan_2022, title={Computing generalizations
    of temporal ϵL concepts with next and global}, DOI={<a href="https://doi.org/10.1145/3477314.3507136">10.1145/3477314.3507136</a>},
    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 <i>SAC ’22: The 37th {ACM/SIGAPP}
    Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022</i>, edited
    by Jiman Hong, Miroslav Bures, Juw Won Park, and Tomás Cerný, 903–910. ACM, 2022.
    <a href="https://doi.org/10.1145/3477314.3507136">https://doi.org/10.1145/3477314.3507136</a>.'
  ieee: 'S. Tirtarasa and A.-Y. Turhan, “Computing generalizations of temporal ϵL
    concepts with next and global,” in <i>SAC ’22: The 37th {ACM/SIGAPP} Symposium
    on Applied Computing, Virtual Event, April 25 - 29, 2022</i>, 2022, pp. 903–910,
    doi: <a href="https://doi.org/10.1145/3477314.3507136">10.1145/3477314.3507136</a>.'
  mla: 'Tirtarasa, Satyadharma, and Anni-Yasmin Turhan. “Computing Generalizations
    of Temporal ΕL Concepts with next and Global.” <i>SAC ’22: The 37th {ACM/SIGAPP}
    Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022</i>, edited
    by Jiman Hong et al., ACM, 2022, pp. 903–910, doi:<a href="https://doi.org/10.1145/3477314.3507136">10.1145/3477314.3507136</a>.'
  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: '52918'
author:
- first_name: Franz
  full_name: Baader, Franz
  last_name: Baader
- first_name: Patrick
  full_name: Koopmann, Patrick
  last_name: Koopmann
- first_name: Friedrich
  full_name: Michel, Friedrich
  last_name: Michel
- first_name: Anni-Yasmin
  full_name: Turhan, Anni-Yasmin
  id: '104470'
  last_name: Turhan
- first_name: Benjamin
  full_name: Zarrieß, Benjamin
  last_name: Zarrieß
citation:
  ama: Baader F, Koopmann P, Michel F, Turhan A-Y, Zarrieß B. Efficient TBox Reasoning
    with Value Restrictions using the Flower Reasoner. <i>Theory Pract Log Program</i>.
    2022;22(2):162–192. doi:<a href="https://doi.org/10.1017/S1471068421000466">10.1017/S1471068421000466</a>
  apa: Baader, F., Koopmann, P., Michel, F., Turhan, A.-Y., &#38; Zarrieß, B. (2022).
    Efficient TBox Reasoning with Value Restrictions using the Flower Reasoner. <i>Theory
    Pract. Log. Program.</i>, <i>22</i>(2), 162–192. <a href="https://doi.org/10.1017/S1471068421000466">https://doi.org/10.1017/S1471068421000466</a>
  bibtex: '@article{Baader_Koopmann_Michel_Turhan_Zarrieß_2022, title={Efficient TBox
    Reasoning with Value Restrictions using the Flower Reasoner}, volume={22}, DOI={<a
    href="https://doi.org/10.1017/S1471068421000466">10.1017/S1471068421000466</a>},
    number={2}, journal={Theory Pract. Log. Program.}, author={Baader, Franz and Koopmann,
    Patrick and Michel, Friedrich and Turhan, Anni-Yasmin and Zarrieß, Benjamin},
    year={2022}, pages={162–192} }'
  chicago: 'Baader, Franz, Patrick Koopmann, Friedrich Michel, Anni-Yasmin Turhan,
    and Benjamin Zarrieß. “Efficient TBox Reasoning with Value Restrictions Using
    the Flower Reasoner.” <i>Theory Pract. Log. Program.</i> 22, no. 2 (2022): 162–192.
    <a href="https://doi.org/10.1017/S1471068421000466">https://doi.org/10.1017/S1471068421000466</a>.'
  ieee: 'F. Baader, P. Koopmann, F. Michel, A.-Y. Turhan, and B. Zarrieß, “Efficient
    TBox Reasoning with Value Restrictions using the Flower Reasoner,” <i>Theory Pract.
    Log. Program.</i>, vol. 22, no. 2, pp. 162–192, 2022, doi: <a href="https://doi.org/10.1017/S1471068421000466">10.1017/S1471068421000466</a>.'
  mla: Baader, Franz, et al. “Efficient TBox Reasoning with Value Restrictions Using
    the Flower Reasoner.” <i>Theory Pract. Log. Program.</i>, vol. 22, no. 2, 2022,
    pp. 162–192, doi:<a href="https://doi.org/10.1017/S1471068421000466">10.1017/S1471068421000466</a>.
  short: F. Baader, P. Koopmann, F. Michel, A.-Y. Turhan, B. Zarrieß, Theory Pract.
    Log. Program. 22 (2022) 162–192.
date_created: 2024-03-26T10:53:00Z
date_updated: 2024-06-03T08:25:12Z
department:
- _id: '888'
doi: 10.1017/S1471068421000466
intvolume: '        22'
issue: '2'
language:
- iso: eng
page: 162–192
publication: Theory Pract. Log. Program.
status: public
title: Efficient TBox Reasoning with Value Restrictions using the Flower Reasoner
type: journal_article
user_id: '9503'
volume: 22
year: '2022'
...
---
_id: '54585'
author:
- first_name: Ali
  full_name: Manzoor, Ali
  id: '77309'
  last_name: Manzoor
- first_name: Muhammad
  full_name: Saleem, Muhammad
  last_name: Saleem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Manzoor A, Saleem M, Ngonga Ngomo A-C. REBench: Microbenchmarking Framework
    for Relation Extraction Systems. In: <i>The Semantic Web – ISWC 2022</i>. Springer
    International Publishing; 2022. doi:<a href="https://doi.org/10.1007/978-3-031-19433-7_37">10.1007/978-3-031-19433-7_37</a>'
  apa: 'Manzoor, A., Saleem, M., &#38; Ngonga Ngomo, A.-C. (2022). REBench: Microbenchmarking
    Framework for Relation Extraction Systems. In <i>The Semantic Web – ISWC 2022</i>.
    Springer International Publishing. <a href="https://doi.org/10.1007/978-3-031-19433-7_37">https://doi.org/10.1007/978-3-031-19433-7_37</a>'
  bibtex: '@inbook{Manzoor_Saleem_Ngonga Ngomo_2022, place={Cham}, title={REBench:
    Microbenchmarking Framework for Relation Extraction Systems}, DOI={<a href="https://doi.org/10.1007/978-3-031-19433-7_37">10.1007/978-3-031-19433-7_37</a>},
    booktitle={The Semantic Web – ISWC 2022}, publisher={Springer International Publishing},
    author={Manzoor, Ali and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille}, year={2022}
    }'
  chicago: 'Manzoor, Ali, Muhammad Saleem, and Axel-Cyrille Ngonga Ngomo. “REBench:
    Microbenchmarking Framework for Relation Extraction Systems.” In <i>The Semantic
    Web – ISWC 2022</i>. Cham: Springer International Publishing, 2022. <a href="https://doi.org/10.1007/978-3-031-19433-7_37">https://doi.org/10.1007/978-3-031-19433-7_37</a>.'
  ieee: 'A. Manzoor, M. Saleem, and A.-C. Ngonga Ngomo, “REBench: Microbenchmarking
    Framework for Relation Extraction Systems,” in <i>The Semantic Web – ISWC 2022</i>,
    Cham: Springer International Publishing, 2022.'
  mla: 'Manzoor, Ali, et al. “REBench: Microbenchmarking Framework for Relation Extraction
    Systems.” <i>The Semantic Web – ISWC 2022</i>, Springer International Publishing,
    2022, doi:<a href="https://doi.org/10.1007/978-3-031-19433-7_37">10.1007/978-3-031-19433-7_37</a>.'
  short: 'A. Manzoor, M. Saleem, A.-C. Ngonga Ngomo, in: The Semantic Web – ISWC 2022,
    Springer International Publishing, Cham, 2022.'
date_created: 2024-06-04T12:21:30Z
date_updated: 2024-06-04T12:24:49Z
department:
- _id: '574'
doi: 10.1007/978-3-031-19433-7_37
language:
- iso: eng
place: Cham
publication: The Semantic Web – ISWC 2022
publication_identifier:
  isbn:
  - '9783031194320'
  - '9783031194337'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer International Publishing
status: public
title: 'REBench: Microbenchmarking Framework for Relation Extraction Systems'
type: book_chapter
user_id: '77309'
year: '2022'
...
---
_id: '47289'
author:
- first_name: Nicolas
  full_name: Huaman, Nicolas
  last_name: Huaman
- first_name: Alexander
  full_name: Krause, Alexander
  last_name: Krause
- first_name: Dominik
  full_name: Wermke, Dominik
  last_name: Wermke
- first_name: Jan H.
  full_name: Klemmer, Jan H.
  last_name: Klemmer
- first_name: Christian
  full_name: Stransky, Christian
  last_name: Stransky
- first_name: Yasemin
  full_name: Acar, Yasemin
  id: '94636'
  last_name: Acar
- first_name: Sascha
  full_name: Fahl, Sascha
  last_name: Fahl
citation:
  ama: 'Huaman N, Krause A, Wermke D, et al. If You Can’t Get Them to the Lab: Evaluating
    a Virtual Study Environment with Security Information Workers. In: Chiasson S,
    Kapadia A, eds. <i>Eighteenth Symposium on Usable Privacy and Security, SOUPS
    2022, Boston, MA, USA, August 7-9, 2022</i>. USENIX Association; 2022:313–330.'
  apa: 'Huaman, N., Krause, A., Wermke, D., Klemmer, J. H., Stransky, C., Acar, Y.,
    &#38; Fahl, S. (2022). If You Can’t Get Them to the Lab: Evaluating a Virtual
    Study Environment with Security Information Workers. In S. Chiasson &#38; A. Kapadia
    (Eds.), <i>Eighteenth Symposium on Usable Privacy and Security, SOUPS 2022, Boston,
    MA, USA, August 7-9, 2022</i> (pp. 313–330). USENIX Association.'
  bibtex: '@inproceedings{Huaman_Krause_Wermke_Klemmer_Stransky_Acar_Fahl_2022, title={If
    You Can’t Get Them to the Lab: Evaluating a Virtual Study Environment with Security
    Information Workers}, booktitle={Eighteenth Symposium on Usable Privacy and Security,
    SOUPS 2022, Boston, MA, USA, August 7-9, 2022}, publisher={USENIX Association},
    author={Huaman, Nicolas and Krause, Alexander and Wermke, Dominik and Klemmer,
    Jan H. and Stransky, Christian and Acar, Yasemin and Fahl, Sascha}, editor={Chiasson,
    Sonia and Kapadia, Apu}, year={2022}, pages={313–330} }'
  chicago: 'Huaman, Nicolas, Alexander Krause, Dominik Wermke, Jan H. Klemmer, Christian
    Stransky, Yasemin Acar, and Sascha Fahl. “If You Can’t Get Them to the Lab: Evaluating
    a Virtual Study Environment with Security Information Workers.” In <i>Eighteenth
    Symposium on Usable Privacy and Security, SOUPS 2022, Boston, MA, USA, August
    7-9, 2022</i>, edited by Sonia Chiasson and Apu Kapadia, 313–330. USENIX Association,
    2022.'
  ieee: 'N. Huaman <i>et al.</i>, “If You Can’t Get Them to the Lab: Evaluating a
    Virtual Study Environment with Security Information Workers,” in <i>Eighteenth
    Symposium on Usable Privacy and Security, SOUPS 2022, Boston, MA, USA, August
    7-9, 2022</i>, 2022, pp. 313–330.'
  mla: 'Huaman, Nicolas, et al. “If You Can’t Get Them to the Lab: Evaluating a Virtual
    Study Environment with Security Information Workers.” <i>Eighteenth Symposium
    on Usable Privacy and Security, SOUPS 2022, Boston, MA, USA, August 7-9, 2022</i>,
    edited by Sonia Chiasson and Apu Kapadia, USENIX Association, 2022, pp. 313–330.'
  short: 'N. Huaman, A. Krause, D. Wermke, J.H. Klemmer, C. Stransky, Y. Acar, S.
    Fahl, in: S. Chiasson, A. Kapadia (Eds.), Eighteenth Symposium on Usable Privacy
    and Security, SOUPS 2022, Boston, MA, USA, August 7-9, 2022, USENIX Association,
    2022, pp. 313–330.'
date_created: 2023-09-22T13:21:22Z
date_updated: 2024-06-05T12:52:28Z
department:
- _id: '34'
- _id: '858'
editor:
- first_name: Sonia
  full_name: Chiasson, Sonia
  last_name: Chiasson
- first_name: Apu
  full_name: Kapadia, Apu
  last_name: Kapadia
extern: '1'
language:
- iso: eng
page: 313–330
publication: Eighteenth Symposium on Usable Privacy and Security, SOUPS 2022, Boston,
  MA, USA, August 7-9, 2022
publisher: USENIX Association
status: public
title: 'If You Can’t Get Them to the Lab: Evaluating a Virtual Study Environment with
  Security Information Workers'
type: conference
user_id: '14931'
year: '2022'
...
---
_id: '47844'
author:
- first_name: Jan
  full_name: Jancar, Jan
  last_name: Jancar
- first_name: Marcel
  full_name: Fourné, Marcel
  id: '99291'
  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: <i>2022
    IEEE Symposium on Security and Privacy (SP)</i>. IEEE; 2022. doi:<a href="https://doi.org/10.1109/sp46214.2022.9833713">10.1109/sp46214.2022.9833713</a>'
  apa: 'Jancar, J., Fourné, M., Braga, D. D. A., Sabt, M., Schwabe, P., Barthe, G.,
    Fouque, P.-A., &#38; Acar, Y. (2022). “They’re not that hard to mitigate”: What
    Cryptographic Library Developers Think About Timing Attacks. <i>2022 IEEE Symposium
    on Security and Privacy (SP)</i>. <a href="https://doi.org/10.1109/sp46214.2022.9833713">https://doi.org/10.1109/sp46214.2022.9833713</a>'
  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={<a href="https://doi.org/10.1109/sp46214.2022.9833713">10.1109/sp46214.2022.9833713</a>},
    booktitle={2022 IEEE Symposium on Security and Privacy (SP)}, 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} }'
  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 <i>2022 IEEE Symposium on Security and Privacy (SP)</i>. IEEE, 2022. <a href="https://doi.org/10.1109/sp46214.2022.9833713">https://doi.org/10.1109/sp46214.2022.9833713</a>.'
  ieee: 'J. Jancar <i>et al.</i>, “‘They’re not that hard to mitigate’: What Cryptographic
    Library Developers Think About Timing Attacks,” 2022, doi: <a href="https://doi.org/10.1109/sp46214.2022.9833713">10.1109/sp46214.2022.9833713</a>.'
  mla: 'Jancar, Jan, et al. “‘They’re Not That Hard to Mitigate’: What Cryptographic
    Library Developers Think About Timing Attacks.” <i>2022 IEEE Symposium on Security
    and Privacy (SP)</i>, IEEE, 2022, doi:<a href="https://doi.org/10.1109/sp46214.2022.9833713">10.1109/sp46214.2022.9833713</a>.'
  short: 'J. Jancar, M. Fourné, D.D.A. Braga, M. Sabt, P. Schwabe, G. Barthe, P.-A.
    Fouque, Y. Acar, in: 2022 IEEE Symposium on Security and Privacy (SP), IEEE, 2022.'
date_created: 2023-10-06T16:12:30Z
date_updated: 2024-06-05T12:55:00Z
department:
- _id: '858'
doi: 10.1109/sp46214.2022.9833713
extern: '1'
language:
- iso: eng
publication: 2022 IEEE Symposium on Security and Privacy (SP)
publication_status: published
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'
...
