---
_id: '25203'
author:
- first_name: Ana
  full_name: Alexandra Morim da Silva, Ana
  last_name: Alexandra Morim da Silva
- first_name: Michael
  full_name: Röder, Michael
  last_name: Röder
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Alexandra Morim da Silva A, Röder M, Ngonga Ngomo A-C. Using Compositional
    Embeddings for Fact Checking. In: Hotho A, Blomqvist E, Dietze S, et al., eds.
    <i>The Semantic Web - {ISWC} 2021 - 20th International Semantic Web Conference,
    {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings</i>. Vol 12922. Lecture
    Notes in Computer Science. Springer; 2021:270-286. doi:<a href="https://doi.org/10.1007/978-3-030-88361-4\_16">10.1007/978-3-030-88361-4\_16</a>'
  apa: Alexandra Morim da Silva, A., Röder, M., &#38; Ngonga Ngomo, A.-C. (2021).
    Using Compositional Embeddings for Fact Checking. In A. Hotho, E. Blomqvist, S.
    Dietze, A. Fokoue, Y. Ding, P. M. Barnaghi, A. Haller, M. Dragoni, &#38; H. Alani
    (Eds.), <i>The Semantic Web - {ISWC} 2021 - 20th International Semantic Web Conference,
    {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings</i> (Vol. 12922,
    pp. 270–286). Springer. <a href="https://doi.org/10.1007/978-3-030-88361-4\_16">https://doi.org/10.1007/978-3-030-88361-4\_16</a>
  bibtex: '@inproceedings{Alexandra Morim da Silva_Röder_Ngonga Ngomo_2021, series={Lecture
    Notes in Computer Science}, title={Using Compositional Embeddings for Fact Checking},
    volume={12922}, DOI={<a href="https://doi.org/10.1007/978-3-030-88361-4\_16">10.1007/978-3-030-88361-4\_16</a>},
    booktitle={The Semantic Web - {ISWC} 2021 - 20th International Semantic Web Conference,
    {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings}, publisher={Springer},
    author={Alexandra Morim da Silva, Ana and Röder, Michael and Ngonga Ngomo, Axel-Cyrille},
    editor={Hotho, Andreas and Blomqvist, Eva and Dietze, Stefan and Fokoue, Achille
    and Ding, Ying and M. Barnaghi, Payam and Haller, Armin and Dragoni, Mauro and
    Alani, Harith}, year={2021}, pages={270–286}, collection={Lecture Notes in Computer
    Science} }'
  chicago: Alexandra Morim da Silva, Ana, Michael Röder, and Axel-Cyrille Ngonga Ngomo.
    “Using Compositional Embeddings for Fact Checking.” In <i>The Semantic Web - {ISWC}
    2021 - 20th International Semantic Web Conference, {ISWC} 2021, Virtual Event,
    October 24-28, 2021, Proceedings</i>, edited by Andreas Hotho, Eva Blomqvist,
    Stefan Dietze, Achille Fokoue, Ying Ding, Payam M. Barnaghi, Armin Haller, Mauro
    Dragoni, and Harith Alani, 12922:270–86. Lecture Notes in Computer Science. Springer,
    2021. <a href="https://doi.org/10.1007/978-3-030-88361-4\_16">https://doi.org/10.1007/978-3-030-88361-4\_16</a>.
  ieee: 'A. Alexandra Morim da Silva, M. Röder, and A.-C. Ngonga Ngomo, “Using Compositional
    Embeddings for Fact Checking,” in <i>The Semantic Web - {ISWC} 2021 - 20th International
    Semantic Web Conference, {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings</i>,
    2021, vol. 12922, pp. 270–286, doi: <a href="https://doi.org/10.1007/978-3-030-88361-4\_16">10.1007/978-3-030-88361-4\_16</a>.'
  mla: Alexandra Morim da Silva, Ana, et al. “Using Compositional Embeddings for Fact
    Checking.” <i>The Semantic Web - {ISWC} 2021 - 20th International Semantic Web
    Conference, {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings</i>,
    edited by Andreas Hotho et al., vol. 12922, Springer, 2021, pp. 270–86, doi:<a
    href="https://doi.org/10.1007/978-3-030-88361-4\_16">10.1007/978-3-030-88361-4\_16</a>.
  short: 'A. Alexandra Morim da Silva, M. Röder, A.-C. Ngonga Ngomo, in: A. Hotho,
    E. Blomqvist, S. Dietze, A. Fokoue, Y. Ding, P. M. Barnaghi, A. Haller, M. Dragoni,
    H. Alani (Eds.), The Semantic Web - {ISWC} 2021 - 20th International Semantic
    Web Conference, {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings,
    Springer, 2021, pp. 270–286.'
date_created: 2021-10-01T06:38:09Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
doi: 10.1007/978-3-030-88361-4\_16
editor:
- first_name: Andreas
  full_name: Hotho, Andreas
  last_name: Hotho
- first_name: Eva
  full_name: Blomqvist, Eva
  last_name: Blomqvist
- first_name: Stefan
  full_name: Dietze, Stefan
  last_name: Dietze
- first_name: Achille
  full_name: Fokoue, Achille
  last_name: Fokoue
- first_name: Ying
  full_name: Ding, Ying
  last_name: Ding
- first_name: Payam
  full_name: M. Barnaghi, Payam
  last_name: M. Barnaghi
- first_name: Armin
  full_name: Haller, Armin
  last_name: Haller
- first_name: Mauro
  full_name: Dragoni, Mauro
  last_name: Dragoni
- first_name: Harith
  full_name: Alani, Harith
  last_name: Alani
intvolume: '     12922'
language:
- iso: eng
page: 270-286
publication: The Semantic Web - {ISWC} 2021 - 20th International Semantic Web Conference,
  {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Using Compositional Embeddings for Fact Checking
type: conference
user_id: '65716'
volume: 12922
year: '2021'
...
---
_id: '25206'
author:
- 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: 'Demir C, Ngonga Ngomo A-C. Convolutional Complex Knowledge Graph Embeddings.
    In: Verborgh R, Hose K, Paulheim H, et al., eds. <i>The Semantic Web - 18th International
    Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021, Proceedings</i>. Vol
    12731. Lecture Notes in Computer Science. Springer; 2021:409-424. doi:<a href="https://doi.org/10.1007/978-3-030-77385-4\_24">10.1007/978-3-030-77385-4\_24</a>'
  apa: Demir, C., &#38; Ngonga Ngomo, A.-C. (2021). Convolutional Complex Knowledge
    Graph Embeddings. In R. Verborgh, K. Hose, H. Paulheim, P.-}Antoine Champin, M.
    Maleshkova, O. Corcho, P. Ristoski, &#38; M. Alam (Eds.), <i>The Semantic Web
    - 18th International Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021,
    Proceedings</i> (Vol. 12731, pp. 409–424). Springer. <a href="https://doi.org/10.1007/978-3-030-77385-4\_24">https://doi.org/10.1007/978-3-030-77385-4\_24</a>
  bibtex: '@inproceedings{Demir_Ngonga Ngomo_2021, series={Lecture Notes in Computer
    Science}, title={Convolutional Complex Knowledge Graph Embeddings}, volume={12731},
    DOI={<a href="https://doi.org/10.1007/978-3-030-77385-4\_24">10.1007/978-3-030-77385-4\_24</a>},
    booktitle={The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual
    Event, June 6-10, 2021, Proceedings}, publisher={Springer}, author={Demir, Caglar
    and Ngonga Ngomo, Axel-Cyrille}, editor={Verborgh, Ruben and Hose, Katja and Paulheim,
    Heiko and Champin, Pierre{-}Antoine and Maleshkova, Maria and Corcho, Oscar and
    Ristoski, Petar and Alam, Mehwish}, year={2021}, pages={409–424}, collection={Lecture
    Notes in Computer Science} }'
  chicago: Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Convolutional Complex Knowledge
    Graph Embeddings.” In <i>The Semantic Web - 18th International Conference, {ESWC}
    2021, Virtual Event, June 6-10, 2021, Proceedings</i>, edited by Ruben Verborgh,
    Katja Hose, Heiko Paulheim, Pierre{-}Antoine Champin, Maria Maleshkova, Oscar
    Corcho, Petar Ristoski, and Mehwish Alam, 12731:409–24. Lecture Notes in Computer
    Science. Springer, 2021. <a href="https://doi.org/10.1007/978-3-030-77385-4\_24">https://doi.org/10.1007/978-3-030-77385-4\_24</a>.
  ieee: 'C. Demir and A.-C. Ngonga Ngomo, “Convolutional Complex Knowledge Graph Embeddings,”
    in <i>The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual Event,
    June 6-10, 2021, Proceedings</i>, 2021, vol. 12731, pp. 409–424, doi: <a href="https://doi.org/10.1007/978-3-030-77385-4\_24">10.1007/978-3-030-77385-4\_24</a>.'
  mla: Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Convolutional Complex Knowledge
    Graph Embeddings.” <i>The Semantic Web - 18th International Conference, {ESWC}
    2021, Virtual Event, June 6-10, 2021, Proceedings</i>, edited by Ruben Verborgh
    et al., vol. 12731, Springer, 2021, pp. 409–24, doi:<a href="https://doi.org/10.1007/978-3-030-77385-4\_24">10.1007/978-3-030-77385-4\_24</a>.
  short: 'C. Demir, A.-C. Ngonga Ngomo, in: R. Verborgh, K. Hose, H. Paulheim, P.-}Antoine
    Champin, M. Maleshkova, O. Corcho, P. Ristoski, M. Alam (Eds.), The Semantic Web
    - 18th International Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021,
    Proceedings, Springer, 2021, pp. 409–424.'
date_created: 2021-10-01T06:45:57Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
doi: 10.1007/978-3-030-77385-4\_24
editor:
- first_name: Ruben
  full_name: Verborgh, Ruben
  last_name: Verborgh
- first_name: Katja
  full_name: Hose, Katja
  last_name: Hose
- first_name: Heiko
  full_name: Paulheim, Heiko
  last_name: Paulheim
- first_name: Pierre{-}Antoine
  full_name: Champin, Pierre{-}Antoine
  last_name: Champin
- first_name: Maria
  full_name: Maleshkova, Maria
  last_name: Maleshkova
- first_name: Oscar
  full_name: Corcho, Oscar
  last_name: Corcho
- first_name: Petar
  full_name: Ristoski, Petar
  last_name: Ristoski
- first_name: Mehwish
  full_name: Alam, Mehwish
  last_name: Alam
intvolume: '     12731'
language:
- iso: eng
page: 409-424
publication: The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual
  Event, June 6-10, 2021, Proceedings
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Convolutional Complex Knowledge Graph Embeddings
type: conference
user_id: '65716'
volume: 12731
year: '2021'
...
---
_id: '25208'
author:
- first_name: Ren{\'{e}}
  full_name: Speck, Ren{\'{e}}
  last_name: Speck
- first_name: Diego
  full_name: Moussallem, Diego
  last_name: Moussallem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Speck R, Moussallem D, Ngonga Ngomo A-C. Twitter Network Mimicking for Data
    Storage Benchmarking. In: <i>15th {IEEE} International Conference on Semantic
    Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>. {IEEE};
    2021:298-305. doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00057">10.1109/ICSC50631.2021.00057</a>'
  apa: Speck, R., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2021). Twitter Network
    Mimicking for Data Storage Benchmarking. <i>15th {IEEE} International Conference
    on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>,
    298–305. <a href="https://doi.org/10.1109/ICSC50631.2021.00057">https://doi.org/10.1109/ICSC50631.2021.00057</a>
  bibtex: '@inproceedings{Speck_Moussallem_Ngonga Ngomo_2021, title={Twitter Network
    Mimicking for Data Storage Benchmarking}, DOI={<a href="https://doi.org/10.1109/ICSC50631.2021.00057">10.1109/ICSC50631.2021.00057</a>},
    booktitle={15th {IEEE} International Conference on Semantic Computing, {ICSC}
    2021, Laguna Hills, CA, USA, January 27-29, 2021}, publisher={{IEEE}}, author={Speck,
    Ren{\’{e}} and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2021},
    pages={298–305} }'
  chicago: Speck, Ren{\’{e}}, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “Twitter
    Network Mimicking for Data Storage Benchmarking.” In <i>15th {IEEE} International
    Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January
    27-29, 2021</i>, 298–305. {IEEE}, 2021. <a href="https://doi.org/10.1109/ICSC50631.2021.00057">https://doi.org/10.1109/ICSC50631.2021.00057</a>.
  ieee: 'R. Speck, D. Moussallem, and A.-C. Ngonga Ngomo, “Twitter Network Mimicking
    for Data Storage Benchmarking,” in <i>15th {IEEE} International Conference on
    Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>,
    2021, pp. 298–305, doi: <a href="https://doi.org/10.1109/ICSC50631.2021.00057">10.1109/ICSC50631.2021.00057</a>.'
  mla: Speck, Ren{\’{e}}, et al. “Twitter Network Mimicking for Data Storage Benchmarking.”
    <i>15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna
    Hills, CA, USA, January 27-29, 2021</i>, {IEEE}, 2021, pp. 298–305, doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00057">10.1109/ICSC50631.2021.00057</a>.
  short: 'R. Speck, D. Moussallem, A.-C. Ngonga Ngomo, in: 15th {IEEE} International
    Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January
    27-29, 2021, {IEEE}, 2021, pp. 298–305.'
date_created: 2021-10-01T06:48:17Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
doi: 10.1109/ICSC50631.2021.00057
language:
- iso: eng
page: 298-305
publication: 15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021,
  Laguna Hills, CA, USA, January 27-29, 2021
publisher: '{IEEE}'
status: public
title: Twitter Network Mimicking for Data Storage Benchmarking
type: conference
user_id: '65716'
year: '2021'
...
---
_id: '25209'
author:
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Diego
  full_name: Moussallem, Diego
  last_name: Moussallem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: Demir C, Moussallem D, Ngonga Ngomo A-C. A shallow neural model for relation
    prediction. <i>CoRR</i>. 2021;abs/2101.09090.
  apa: Demir, C., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2021). A shallow neural
    model for relation prediction. <i>CoRR</i>, <i>abs/2101.09090</i>.
  bibtex: '@article{Demir_Moussallem_Ngonga Ngomo_2021, title={A shallow neural model
    for relation prediction}, volume={abs/2101.09090}, journal={CoRR}, author={Demir,
    Caglar and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2021} }'
  chicago: Demir, Caglar, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “A Shallow
    Neural Model for Relation Prediction.” <i>CoRR</i> abs/2101.09090 (2021).
  ieee: C. Demir, D. Moussallem, and A.-C. Ngonga Ngomo, “A shallow neural model for
    relation prediction,” <i>CoRR</i>, vol. abs/2101.09090, 2021.
  mla: Demir, Caglar, et al. “A Shallow Neural Model for Relation Prediction.” <i>CoRR</i>,
    vol. abs/2101.09090, 2021.
  short: C. Demir, D. Moussallem, A.-C. Ngonga Ngomo, CoRR abs/2101.09090 (2021).
date_created: 2021-10-01T06:50:02Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
language:
- iso: eng
publication: CoRR
status: public
title: A shallow neural model for relation prediction
type: journal_article
user_id: '65716'
volume: abs/2101.09090
year: '2021'
...
---
_id: '25210'
author:
- first_name: Waqas
  full_name: Ali, Waqas
  last_name: Ali
- first_name: Muhammad
  full_name: Saleem, Muhammad
  last_name: Saleem
- first_name: Bin
  full_name: Yao, Bin
  last_name: Yao
- first_name: Aidan
  full_name: Hogan, Aidan
  last_name: Hogan
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: Ali W, Saleem M, Yao B, Hogan A, Ngonga Ngomo A-C. A Survey of RDF Stores \&#38;
    SPARQL Engines for Querying Knowledge Graphs. <i>CoRR</i>. 2021;abs/2102.13027.
  apa: Ali, W., Saleem, M., Yao, B., Hogan, A., &#38; Ngonga Ngomo, A.-C. (2021).
    A Survey of RDF Stores \&#38; SPARQL Engines for Querying Knowledge Graphs. <i>CoRR</i>,
    <i>abs/2102.13027</i>.
  bibtex: '@article{Ali_Saleem_Yao_Hogan_Ngonga Ngomo_2021, title={A Survey of RDF
    Stores \&#38; SPARQL Engines for Querying Knowledge Graphs}, volume={abs/2102.13027},
    journal={CoRR}, author={Ali, Waqas and Saleem, Muhammad and Yao, Bin and Hogan,
    Aidan and Ngonga Ngomo, Axel-Cyrille}, year={2021} }'
  chicago: Ali, Waqas, Muhammad Saleem, Bin Yao, Aidan Hogan, and Axel-Cyrille Ngonga
    Ngomo. “A Survey of RDF Stores \&#38; SPARQL Engines for Querying Knowledge Graphs.”
    <i>CoRR</i> abs/2102.13027 (2021).
  ieee: W. Ali, M. Saleem, B. Yao, A. Hogan, and A.-C. Ngonga Ngomo, “A Survey of
    RDF Stores \&#38; SPARQL Engines for Querying Knowledge Graphs,” <i>CoRR</i>,
    vol. abs/2102.13027, 2021.
  mla: Ali, Waqas, et al. “A Survey of RDF Stores \&#38; SPARQL Engines for Querying
    Knowledge Graphs.” <i>CoRR</i>, vol. abs/2102.13027, 2021.
  short: W. Ali, M. Saleem, B. Yao, A. Hogan, A.-C. Ngonga Ngomo, CoRR abs/2102.13027
    (2021).
date_created: 2021-10-01T06:50:50Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
language:
- iso: eng
publication: CoRR
status: public
title: A Survey of RDF Stores \& SPARQL Engines for Querying Knowledge Graphs
type: journal_article
user_id: '65716'
volume: abs/2102.13027
year: '2021'
...
---
_id: '25211'
author:
- first_name: Daniel
  full_name: Vollmers, Daniel
  last_name: Vollmers
- first_name: Rricha
  full_name: Jalota, Rricha
  id: '69526'
  last_name: Jalota
- first_name: Diego
  full_name: Moussallem, Diego
  id: '71635'
  last_name: Moussallem
- first_name: Hardik
  full_name: Topiwala, Hardik
  last_name: Topiwala
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
- first_name: Ricardo
  full_name: Usbeck, Ricardo
  last_name: Usbeck
citation:
  ama: Vollmers D, Jalota R, Moussallem D, Topiwala H, Ngonga Ngomo A-C, Usbeck R.
    Knowledge Graph Question Answering using Graph-Pattern Isomorphism. <i>CoRR</i>.
    2021;abs/2103.06752.
  apa: Vollmers, D., Jalota, R., Moussallem, D., Topiwala, H., Ngonga Ngomo, A.-C.,
    &#38; Usbeck, R. (2021). Knowledge Graph Question Answering using Graph-Pattern
    Isomorphism. <i>CoRR</i>, <i>abs/2103.06752</i>.
  bibtex: '@article{Vollmers_Jalota_Moussallem_Topiwala_Ngonga Ngomo_Usbeck_2021,
    title={Knowledge Graph Question Answering using Graph-Pattern Isomorphism}, volume={abs/2103.06752},
    journal={CoRR}, author={Vollmers, Daniel and Jalota, Rricha and Moussallem, Diego
    and Topiwala, Hardik and Ngonga Ngomo, Axel-Cyrille and Usbeck, Ricardo}, year={2021}
    }'
  chicago: Vollmers, Daniel, Rricha Jalota, Diego Moussallem, Hardik Topiwala, Axel-Cyrille
    Ngonga Ngomo, and Ricardo Usbeck. “Knowledge Graph Question Answering Using Graph-Pattern
    Isomorphism.” <i>CoRR</i> abs/2103.06752 (2021).
  ieee: D. Vollmers, R. Jalota, D. Moussallem, H. Topiwala, A.-C. Ngonga Ngomo, and
    R. Usbeck, “Knowledge Graph Question Answering using Graph-Pattern Isomorphism,”
    <i>CoRR</i>, vol. abs/2103.06752, 2021.
  mla: Vollmers, Daniel, et al. “Knowledge Graph Question Answering Using Graph-Pattern
    Isomorphism.” <i>CoRR</i>, vol. abs/2103.06752, 2021.
  short: D. Vollmers, R. Jalota, D. Moussallem, H. Topiwala, A.-C. Ngonga Ngomo, R.
    Usbeck, CoRR abs/2103.06752 (2021).
date_created: 2021-10-01T06:51:45Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
language:
- iso: eng
publication: CoRR
status: public
title: Knowledge Graph Question Answering using Graph-Pattern Isomorphism
type: journal_article
user_id: '65716'
volume: abs/2103.06752
year: '2021'
...
---
_id: '25213'
author:
- first_name: Arnab
  full_name: Sharma, Arnab
  id: '67200'
  last_name: Sharma
- 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
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: Sharma A, Demir C, Ngonga Ngomo A-C, Wehrheim H. MLCheck- Property-Driven Testing
    of Machine Learning Models. <i>CoRR</i>. 2021;abs/2105.00741.
  apa: Sharma, A., Demir, C., Ngonga Ngomo, A.-C., &#38; Wehrheim, H. (2021). MLCheck-
    Property-Driven Testing of Machine Learning Models. <i>CoRR</i>, <i>abs/2105.00741</i>.
  bibtex: '@article{Sharma_Demir_Ngonga Ngomo_Wehrheim_2021, title={MLCheck- Property-Driven
    Testing of Machine Learning Models}, volume={abs/2105.00741}, journal={CoRR},
    author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim,
    Heike}, year={2021} }'
  chicago: Sharma, Arnab, Caglar Demir, Axel-Cyrille Ngonga Ngomo, and Heike Wehrheim.
    “MLCheck- Property-Driven Testing of Machine Learning Models.” <i>CoRR</i> abs/2105.00741
    (2021).
  ieee: A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCheck- Property-Driven
    Testing of Machine Learning Models,” <i>CoRR</i>, vol. abs/2105.00741, 2021.
  mla: Sharma, Arnab, et al. “MLCheck- Property-Driven Testing of Machine Learning
    Models.” <i>CoRR</i>, vol. abs/2105.00741, 2021.
  short: A. Sharma, C. Demir, A.-C. Ngonga Ngomo, H. Wehrheim, CoRR abs/2105.00741
    (2021).
date_created: 2021-10-01T06:54:10Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
language:
- iso: eng
publication: CoRR
status: public
title: MLCheck- Property-Driven Testing of Machine Learning Models
type: journal_article
user_id: '65716'
volume: abs/2105.00741
year: '2021'
...
---
_id: '25214'
author:
- first_name: Adrian
  full_name: Wilke, Adrian
  id: '9101'
  last_name: Wilke
  orcid: 0000-0002-6575-807X
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: Wilke A, Ngonga Ngomo A-C. Open Data Portal Germany (OPAL) Projektergebnisse.
    <i>CoRR</i>. 2021;abs/2105.03161.
  apa: Wilke, A., &#38; Ngonga Ngomo, A.-C. (2021). Open Data Portal Germany (OPAL)
    Projektergebnisse. <i>CoRR</i>, <i>abs/2105.03161</i>.
  bibtex: '@article{Wilke_Ngonga Ngomo_2021, title={Open Data Portal Germany (OPAL)
    Projektergebnisse}, volume={abs/2105.03161}, journal={CoRR}, author={Wilke, Adrian
    and Ngonga Ngomo, Axel-Cyrille}, year={2021} }'
  chicago: Wilke, Adrian, and Axel-Cyrille Ngonga Ngomo. “Open Data Portal Germany
    (OPAL) Projektergebnisse.” <i>CoRR</i> abs/2105.03161 (2021).
  ieee: A. Wilke and A.-C. Ngonga Ngomo, “Open Data Portal Germany (OPAL) Projektergebnisse,”
    <i>CoRR</i>, vol. abs/2105.03161, 2021.
  mla: Wilke, Adrian, and Axel-Cyrille Ngonga Ngomo. “Open Data Portal Germany (OPAL)
    Projektergebnisse.” <i>CoRR</i>, vol. abs/2105.03161, 2021.
  short: A. Wilke, A.-C. Ngonga Ngomo, CoRR abs/2105.03161 (2021).
date_created: 2021-10-01T06:54:56Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
language:
- iso: eng
publication: CoRR
status: public
title: Open Data Portal Germany (OPAL) Projektergebnisse
type: journal_article
user_id: '65716'
volume: abs/2105.03161
year: '2021'
...
---
_id: '25215'
author:
- 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: Demir C, Ngonga Ngomo A-C. Out-of-Vocabulary Entities in Link Prediction. <i>CoRR</i>.
    2021;abs/2105.12524.
  apa: Demir, C., &#38; Ngonga Ngomo, A.-C. (2021). Out-of-Vocabulary Entities in
    Link Prediction. <i>CoRR</i>, <i>abs/2105.12524</i>.
  bibtex: '@article{Demir_Ngonga Ngomo_2021, title={Out-of-Vocabulary Entities in
    Link Prediction}, volume={abs/2105.12524}, journal={CoRR}, author={Demir, Caglar
    and Ngonga Ngomo, Axel-Cyrille}, year={2021} }'
  chicago: Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Out-of-Vocabulary Entities
    in Link Prediction.” <i>CoRR</i> abs/2105.12524 (2021).
  ieee: C. Demir and A.-C. Ngonga Ngomo, “Out-of-Vocabulary Entities in Link Prediction,”
    <i>CoRR</i>, vol. abs/2105.12524, 2021.
  mla: Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Out-of-Vocabulary Entities in
    Link Prediction.” <i>CoRR</i>, vol. abs/2105.12524, 2021.
  short: C. Demir, A.-C. Ngonga Ngomo, CoRR abs/2105.12524 (2021).
date_created: 2021-10-01T06:55:36Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
language:
- iso: eng
publication: CoRR
status: public
title: Out-of-Vocabulary Entities in Link Prediction
type: journal_article
user_id: '65716'
volume: abs/2105.12524
year: '2021'
...
---
_id: '25217'
author:
- 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: Demir C, Ngonga Ngomo A-C. DRILL- Deep Reinforcement Learning for Refinement
    Operators in ALC. <i>CoRR</i>. 2021;abs/2106.15373.
  apa: Demir, C., &#38; Ngonga Ngomo, A.-C. (2021). DRILL- Deep Reinforcement Learning
    for Refinement Operators in ALC. <i>CoRR</i>, <i>abs/2106.15373</i>.
  bibtex: '@article{Demir_Ngonga Ngomo_2021, title={DRILL- Deep Reinforcement Learning
    for Refinement Operators in ALC}, volume={abs/2106.15373}, journal={CoRR}, author={Demir,
    Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2021} }'
  chicago: Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “DRILL- Deep Reinforcement
    Learning for Refinement Operators in ALC.” <i>CoRR</i> abs/2106.15373 (2021).
  ieee: C. Demir and A.-C. Ngonga Ngomo, “DRILL- Deep Reinforcement Learning for Refinement
    Operators in ALC,” <i>CoRR</i>, vol. abs/2106.15373, 2021.
  mla: Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “DRILL- Deep Reinforcement Learning
    for Refinement Operators in ALC.” <i>CoRR</i>, vol. abs/2106.15373, 2021.
  short: C. Demir, A.-C. Ngonga Ngomo, CoRR abs/2106.15373 (2021).
date_created: 2021-10-01T06:56:48Z
date_updated: 2022-01-06T06:56:55Z
department:
- _id: '574'
language:
- iso: eng
publication: CoRR
status: public
title: DRILL- Deep Reinforcement Learning for Refinement Operators in ALC
type: journal_article
user_id: '65716'
volume: abs/2106.15373
year: '2021'
...
---
_id: '25331'
author:
- first_name: Marcus
  full_name: Brinkmann, Marcus
  last_name: Brinkmann
- first_name: Christian
  full_name: Dresen, Christian
  last_name: Dresen
- first_name: Robert
  full_name: Merget, Robert
  last_name: Merget
- first_name: Damian
  full_name: Poddebniak, Damian
  last_name: Poddebniak
- first_name: Jens
  full_name: Müller, Jens
  last_name: Müller
- 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
- first_name: Sebastian
  full_name: Schinzel, Sebastian
  last_name: Schinzel
citation:
  ama: 'Brinkmann M, Dresen C, Merget R, et al. ALPACA: Application Layer Protocol
    Confusion - Analyzing and Mitigating Cracks in TLS Authentication. In: <i>30th
    {USENIX} Security Symposium ({USENIX} Security 21)</i>. {USENIX} Association;
    2021:4293-4310.'
  apa: 'Brinkmann, M., Dresen, C., Merget, R., Poddebniak, D., Müller, J., Somorovsky,
    J., Schwenk, J., &#38; Schinzel, S. (2021). ALPACA: Application Layer Protocol
    Confusion - Analyzing and Mitigating Cracks in TLS Authentication. <i>30th {USENIX}
    Security Symposium ({USENIX} Security 21)</i>, 4293–4310.'
  bibtex: '@inproceedings{Brinkmann_Dresen_Merget_Poddebniak_Müller_Somorovsky_Schwenk_Schinzel_2021,
    title={ALPACA: Application Layer Protocol Confusion - Analyzing and Mitigating
    Cracks in TLS Authentication}, booktitle={30th {USENIX} Security Symposium ({USENIX}
    Security 21)}, publisher={{USENIX} Association}, author={Brinkmann, Marcus and
    Dresen, Christian and Merget, Robert and Poddebniak, Damian and Müller, Jens and
    Somorovsky, Juraj and Schwenk, Jörg and Schinzel, Sebastian}, year={2021}, pages={4293–4310}
    }'
  chicago: 'Brinkmann, Marcus, Christian Dresen, Robert Merget, Damian Poddebniak,
    Jens Müller, Juraj Somorovsky, Jörg Schwenk, and Sebastian Schinzel. “ALPACA:
    Application Layer Protocol Confusion - Analyzing and Mitigating Cracks in TLS
    Authentication.” In <i>30th {USENIX} Security Symposium ({USENIX} Security 21)</i>,
    4293–4310. {USENIX} Association, 2021.'
  ieee: 'M. Brinkmann <i>et al.</i>, “ALPACA: Application Layer Protocol Confusion
    - Analyzing and Mitigating Cracks in TLS Authentication,” in <i>30th {USENIX}
    Security Symposium ({USENIX} Security 21)</i>, 2021, pp. 4293–4310.'
  mla: 'Brinkmann, Marcus, et al. “ALPACA: Application Layer Protocol Confusion -
    Analyzing and Mitigating Cracks in TLS Authentication.” <i>30th {USENIX} Security
    Symposium ({USENIX} Security 21)</i>, {USENIX} Association, 2021, pp. 4293–310.'
  short: 'M. Brinkmann, C. Dresen, R. Merget, D. Poddebniak, J. Müller, J. Somorovsky,
    J. Schwenk, S. Schinzel, in: 30th {USENIX} Security Symposium ({USENIX} Security
    21), {USENIX} Association, 2021, pp. 4293–4310.'
date_created: 2021-10-04T18:53:47Z
date_updated: 2022-01-06T06:57:01Z
department:
- _id: '632'
language:
- iso: eng
page: 4293-4310
publication: 30th {USENIX} Security Symposium ({USENIX} Security 21)
publication_identifier:
  isbn:
  - 978-1-939133-24-3
publisher: '{USENIX} Association'
status: public
title: 'ALPACA: Application Layer Protocol Confusion - Analyzing and Mitigating Cracks
  in TLS Authentication'
type: conference
user_id: '83504'
year: '2021'
...
---
_id: '25332'
author:
- first_name: Robert
  full_name: Merget, Robert
  last_name: Merget
- first_name: Marcus
  full_name: Brinkmann, Marcus
  last_name: Brinkmann
- first_name: Nimrod
  full_name: Aviram, Nimrod
  last_name: Aviram
- first_name: Juraj
  full_name: Somorovsky, Juraj
  id: '83504'
  last_name: Somorovsky
  orcid: 0000-0002-3593-7720
- first_name: Johannes
  full_name: Mittmann, Johannes
  last_name: Mittmann
- first_name: Jörg
  full_name: Schwenk, Jörg
  last_name: Schwenk
citation:
  ama: 'Merget R, Brinkmann M, Aviram N, Somorovsky J, Mittmann J, Schwenk J. Raccoon
    Attack: Finding and Exploiting Most-Significant-Bit-Oracles in TLS-DH(E). In:
    <i>30th {USENIX} Security Symposium ({USENIX} Security 21)</i>. {USENIX} Association;
    2021:213-230.'
  apa: 'Merget, R., Brinkmann, M., Aviram, N., Somorovsky, J., Mittmann, J., &#38;
    Schwenk, J. (2021). Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles
    in TLS-DH(E). <i>30th {USENIX} Security Symposium ({USENIX} Security 21)</i>,
    213–230.'
  bibtex: '@inproceedings{Merget_Brinkmann_Aviram_Somorovsky_Mittmann_Schwenk_2021,
    title={Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles in
    TLS-DH(E)}, booktitle={30th {USENIX} Security Symposium ({USENIX} Security 21)},
    publisher={{USENIX} Association}, author={Merget, Robert and Brinkmann, Marcus
    and Aviram, Nimrod and Somorovsky, Juraj and Mittmann, Johannes and Schwenk, Jörg},
    year={2021}, pages={213–230} }'
  chicago: 'Merget, Robert, Marcus Brinkmann, Nimrod Aviram, Juraj Somorovsky, Johannes
    Mittmann, and Jörg Schwenk. “Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles
    in TLS-DH(E).” In <i>30th {USENIX} Security Symposium ({USENIX} Security 21)</i>,
    213–30. {USENIX} Association, 2021.'
  ieee: 'R. Merget, M. Brinkmann, N. Aviram, J. Somorovsky, J. Mittmann, and J. Schwenk,
    “Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles in TLS-DH(E),”
    in <i>30th {USENIX} Security Symposium ({USENIX} Security 21)</i>, 2021, pp. 213–230.'
  mla: 'Merget, Robert, et al. “Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles
    in TLS-DH(E).” <i>30th {USENIX} Security Symposium ({USENIX} Security 21)</i>,
    {USENIX} Association, 2021, pp. 213–30.'
  short: 'R. Merget, M. Brinkmann, N. Aviram, J. Somorovsky, J. Mittmann, J. Schwenk,
    in: 30th {USENIX} Security Symposium ({USENIX} Security 21), {USENIX} Association,
    2021, pp. 213–230.'
date_created: 2021-10-04T18:55:36Z
date_updated: 2022-01-06T06:57:01Z
department:
- _id: '632'
language:
- iso: eng
page: 213-230
publication: 30th {USENIX} Security Symposium ({USENIX} Security 21)
publication_identifier:
  isbn:
  - 978-1-939133-24-3
publisher: '{USENIX} Association'
status: public
title: 'Raccoon Attack: Finding and Exploiting Most-Significant-Bit-Oracles in TLS-DH(E)'
type: conference
user_id: '83504'
year: '2021'
...
---
_id: '25521'
citation:
  ama: 'Schulte C, A. Becker B, Divitini M, Barendsen E, eds. <i>ITiCSE 2021: 26th
    ACM Conference on Innovation and Technology in Computer Science Education, Virtual
    Event, Germany, June 26 - July 1, 2021 - Working Group Reports</i>. ACM; 2021.
    doi:<a href="https://doi.org/10.1145/3456565">10.1145/3456565</a>'
  apa: 'Schulte, C., A. Becker, B., Divitini, M., &#38; Barendsen, E. (Eds.). (2021).
    <i>ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer Science
    Education, Virtual Event, Germany, June 26 - July 1, 2021 - Working Group Reports</i>.
    ACM. <a href="https://doi.org/10.1145/3456565">https://doi.org/10.1145/3456565</a>'
  bibtex: '@book{Schulte_A. Becker_Divitini_Barendsen_2021, title={ITiCSE 2021: 26th
    ACM Conference on Innovation and Technology in Computer Science Education, Virtual
    Event, Germany, June 26 - July 1, 2021 - Working Group Reports}, DOI={<a href="https://doi.org/10.1145/3456565">10.1145/3456565</a>},
    publisher={ACM}, year={2021} }'
  chicago: 'Schulte, Carsten, Brett A. Becker, Monica Divitini, and Erik Barendsen,
    eds. <i>ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer
    Science Education, Virtual Event, Germany, June 26 - July 1, 2021 - Working Group
    Reports</i>. ACM, 2021. <a href="https://doi.org/10.1145/3456565">https://doi.org/10.1145/3456565</a>.'
  ieee: 'C. Schulte, B. A. Becker, M. Divitini, and E. Barendsen, Eds., <i>ITiCSE
    2021: 26th ACM Conference on Innovation and Technology in Computer Science Education,
    Virtual Event, Germany, June 26 - July 1, 2021 - Working Group Reports</i>. ACM,
    2021.'
  mla: 'Schulte, Carsten, et al., editors. <i>ITiCSE 2021: 26th ACM Conference on
    Innovation and Technology in Computer Science Education, Virtual Event, Germany,
    June 26 - July 1, 2021 - Working Group Reports</i>. ACM, 2021, doi:<a href="https://doi.org/10.1145/3456565">10.1145/3456565</a>.'
  short: 'C. Schulte, B. A. Becker, M. Divitini, E. Barendsen, eds., ITiCSE 2021:
    26th ACM Conference on Innovation and Technology in Computer Science Education,
    Virtual Event, Germany, June 26 - July 1, 2021 - Working Group Reports, ACM, 2021.'
date_created: 2021-10-05T13:59:52Z
date_updated: 2022-01-06T06:57:06Z
department:
- _id: '67'
doi: 10.1145/3456565
editor:
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Brett
  full_name: A. Becker, Brett
  last_name: A. Becker
- first_name: Monica
  full_name: Divitini, Monica
  last_name: Divitini
- first_name: Erik
  full_name: Barendsen, Erik
  last_name: Barendsen
language:
- iso: eng
publication_identifier:
  isbn:
  - 978-1-4503-8397-4
publisher: ACM
status: public
title: 'ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer
  Science Education, Virtual Event, Germany, June 26 - July 1, 2021 - Working Group
  Reports'
type: conference_editor
user_id: '21145'
year: '2021'
...
---
_id: '25522'
citation:
  ama: 'Schulte C, A. Becker B, Divitini M, Barendsen E, eds. <i>ITiCSE 2021: 26th
    ACM Conference on Innovation and Technology in Computer Science Education, Virtual
    Event, Germany, June 26 - July 1, 2021</i>. ACM; 2021. doi:<a href="https://doi.org/10.1145/3430665">10.1145/3430665</a>'
  apa: 'Schulte, C., A. Becker, B., Divitini, M., &#38; Barendsen, E. (Eds.). (2021).
    <i>ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer Science
    Education, Virtual Event, Germany, June 26 - July 1, 2021</i>. ACM. <a href="https://doi.org/10.1145/3430665">https://doi.org/10.1145/3430665</a>'
  bibtex: '@book{Schulte_A. Becker_Divitini_Barendsen_2021, title={ITiCSE 2021: 26th
    ACM Conference on Innovation and Technology in Computer Science Education, Virtual
    Event, Germany, June 26 - July 1, 2021}, DOI={<a href="https://doi.org/10.1145/3430665">10.1145/3430665</a>},
    publisher={ACM}, year={2021} }'
  chicago: 'Schulte, Carsten, Brett A. Becker, Monica Divitini, and Erik Barendsen,
    eds. <i>ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer
    Science Education, Virtual Event, Germany, June 26 - July 1, 2021</i>. ACM, 2021.
    <a href="https://doi.org/10.1145/3430665">https://doi.org/10.1145/3430665</a>.'
  ieee: 'C. Schulte, B. A. Becker, M. Divitini, and E. Barendsen, Eds., <i>ITiCSE
    2021: 26th ACM Conference on Innovation and Technology in Computer Science Education,
    Virtual Event, Germany, June 26 - July 1, 2021</i>. ACM, 2021.'
  mla: 'Schulte, Carsten, et al., editors. <i>ITiCSE 2021: 26th ACM Conference on
    Innovation and Technology in Computer Science Education, Virtual Event, Germany,
    June 26 - July 1, 2021</i>. ACM, 2021, doi:<a href="https://doi.org/10.1145/3430665">10.1145/3430665</a>.'
  short: 'C. Schulte, B. A. Becker, M. Divitini, E. Barendsen, eds., ITiCSE 2021:
    26th ACM Conference on Innovation and Technology in Computer Science Education,
    Virtual Event, Germany, June 26 - July 1, 2021, ACM, 2021.'
date_created: 2021-10-05T14:02:09Z
date_updated: 2022-01-06T06:57:06Z
department:
- _id: '67'
doi: 10.1145/3430665
editor:
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Brett
  full_name: A. Becker, Brett
  last_name: A. Becker
- first_name: Monica
  full_name: Divitini, Monica
  last_name: Divitini
- first_name: Erik
  full_name: Barendsen, Erik
  last_name: Barendsen
language:
- iso: eng
publication_identifier:
  isbn:
  - 978-1-4503-8214-4
publisher: ACM
status: public
title: 'ITiCSE 2021: 26th ACM Conference on Innovation and Technology in Computer
  Science Education, Virtual Event, Germany, June 26 - July 1, 2021'
type: conference_editor
user_id: '21145'
year: '2021'
...
---
_id: '25525'
author:
- first_name: Gregor
  full_name: Große-Bölting, Gregor
  last_name: Große-Bölting
- first_name: Dietrich Karl-Heinz
  full_name: Gerstenberger, Dietrich Karl-Heinz
  id: '65294'
  last_name: Gerstenberger
- first_name: Lara
  full_name: Gildehaus, Lara
  last_name: Gildehaus
- first_name: Andreas
  full_name: Mühling, Andreas
  last_name: Mühling
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: 'Große-Bölting G, Gerstenberger DK-H, Gildehaus L, Mühling A, Schulte C. Identity
    in K-12 Computer Education Research: A Systematic Literature Review. In: J. Ko
    A, Vahrenhold J, McCauley R, Hauswirth M, eds. <i>ICER 2021: ACM Conference on
    International Computing Education Research, Virtual Event, USA, August 16-19,
    2021</i>. ACM; 2021:169-183. doi:<a href="https://doi.org/10.1145/3446871.3469757">10.1145/3446871.3469757</a>'
  apa: 'Große-Bölting, G., Gerstenberger, D. K.-H., Gildehaus, L., Mühling, A., &#38;
    Schulte, C. (2021). Identity in K-12 Computer Education Research: A Systematic
    Literature Review. In A. J. Ko, J. Vahrenhold, R. McCauley, &#38; M. Hauswirth
    (Eds.), <i>ICER 2021: ACM Conference on International Computing Education Research,
    Virtual Event, USA, August 16-19, 2021</i> (pp. 169–183). ACM. <a href="https://doi.org/10.1145/3446871.3469757">https://doi.org/10.1145/3446871.3469757</a>'
  bibtex: '@inproceedings{Große-Bölting_Gerstenberger_Gildehaus_Mühling_Schulte_2021,
    title={Identity in K-12 Computer Education Research: A Systematic Literature Review},
    DOI={<a href="https://doi.org/10.1145/3446871.3469757">10.1145/3446871.3469757</a>},
    booktitle={ICER 2021: ACM Conference on International Computing Education Research,
    Virtual Event, USA, August 16-19, 2021}, publisher={ACM}, author={Große-Bölting,
    Gregor and Gerstenberger, Dietrich Karl-Heinz and Gildehaus, Lara and Mühling,
    Andreas and Schulte, Carsten}, editor={J. Ko, Amy and Vahrenhold, Jan and McCauley,
    René and Hauswirth, Matthias}, year={2021}, pages={169–183} }'
  chicago: 'Große-Bölting, Gregor, Dietrich Karl-Heinz Gerstenberger, Lara Gildehaus,
    Andreas Mühling, and Carsten Schulte. “Identity in K-12 Computer Education Research:
    A Systematic Literature Review.” In <i>ICER 2021: ACM Conference on International
    Computing Education Research, Virtual Event, USA, August 16-19, 2021</i>, edited
    by Amy J. Ko, Jan Vahrenhold, René McCauley, and Matthias Hauswirth, 169–83. ACM,
    2021. <a href="https://doi.org/10.1145/3446871.3469757">https://doi.org/10.1145/3446871.3469757</a>.'
  ieee: 'G. Große-Bölting, D. K.-H. Gerstenberger, L. Gildehaus, A. Mühling, and C.
    Schulte, “Identity in K-12 Computer Education Research: A Systematic Literature
    Review,” in <i>ICER 2021: ACM Conference on International Computing Education
    Research, Virtual Event, USA, August 16-19, 2021</i>, 2021, pp. 169–183, doi:
    <a href="https://doi.org/10.1145/3446871.3469757">10.1145/3446871.3469757</a>.'
  mla: 'Große-Bölting, Gregor, et al. “Identity in K-12 Computer Education Research:
    A Systematic Literature Review.” <i>ICER 2021: ACM Conference on International
    Computing Education Research, Virtual Event, USA, August 16-19, 2021</i>, edited
    by Amy J. Ko et al., ACM, 2021, pp. 169–83, doi:<a href="https://doi.org/10.1145/3446871.3469757">10.1145/3446871.3469757</a>.'
  short: 'G. Große-Bölting, D.K.-H. Gerstenberger, L. Gildehaus, A. Mühling, C. Schulte,
    in: A. J. Ko, J. Vahrenhold, R. McCauley, M. Hauswirth (Eds.), ICER 2021: ACM
    Conference on International Computing Education Research, Virtual Event, USA,
    August 16-19, 2021, ACM, 2021, pp. 169–183.'
date_created: 2021-10-05T14:09:27Z
date_updated: 2022-01-06T06:57:06Z
department:
- _id: '67'
doi: 10.1145/3446871.3469757
editor:
- first_name: Amy
  full_name: J. Ko, Amy
  last_name: J. Ko
- first_name: Jan
  full_name: Vahrenhold, Jan
  last_name: Vahrenhold
- first_name: René
  full_name: McCauley, René
  last_name: McCauley
- first_name: Matthias
  full_name: Hauswirth, Matthias
  last_name: Hauswirth
language:
- iso: eng
page: 169-183
publication: 'ICER 2021: ACM Conference on International Computing Education Research,
  Virtual Event, USA, August 16-19, 2021'
publisher: ACM
status: public
title: 'Identity in K-12 Computer Education Research: A Systematic Literature Review'
type: conference
user_id: '21145'
year: '2021'
...
---
_id: '25527'
author:
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Brett
  full_name: A. Becker, Brett
  last_name: A. Becker
citation:
  ama: Schulte C, A. Becker B. ITiCSE 2021 recap. <i>ACM SIGCSE Bull</i>. 2021;53(3):3-4.
    doi:<a href="https://doi.org/10.1145/3483403.3483405">10.1145/3483403.3483405</a>
  apa: Schulte, C., &#38; A. Becker, B. (2021). ITiCSE 2021 recap. <i>ACM SIGCSE Bull.</i>,
    <i>53</i>(3), 3–4. <a href="https://doi.org/10.1145/3483403.3483405">https://doi.org/10.1145/3483403.3483405</a>
  bibtex: '@article{Schulte_A. Becker_2021, title={ITiCSE 2021 recap}, volume={53},
    DOI={<a href="https://doi.org/10.1145/3483403.3483405">10.1145/3483403.3483405</a>},
    number={3}, journal={ACM SIGCSE Bull.}, author={Schulte, Carsten and A. Becker,
    Brett}, year={2021}, pages={3–4} }'
  chicago: 'Schulte, Carsten, and Brett A. Becker. “ITiCSE 2021 Recap.” <i>ACM SIGCSE
    Bull.</i> 53, no. 3 (2021): 3–4. <a href="https://doi.org/10.1145/3483403.3483405">https://doi.org/10.1145/3483403.3483405</a>.'
  ieee: 'C. Schulte and B. A. Becker, “ITiCSE 2021 recap,” <i>ACM SIGCSE Bull.</i>,
    vol. 53, no. 3, pp. 3–4, 2021, doi: <a href="https://doi.org/10.1145/3483403.3483405">10.1145/3483403.3483405</a>.'
  mla: Schulte, Carsten, and Brett A. Becker. “ITiCSE 2021 Recap.” <i>ACM SIGCSE Bull.</i>,
    vol. 53, no. 3, 2021, pp. 3–4, doi:<a href="https://doi.org/10.1145/3483403.3483405">10.1145/3483403.3483405</a>.
  short: C. Schulte, B. A. Becker, ACM SIGCSE Bull. 53 (2021) 3–4.
date_created: 2021-10-05T14:18:48Z
date_updated: 2022-01-06T06:57:06Z
department:
- _id: '67'
doi: 10.1145/3483403.3483405
intvolume: '        53'
issue: '3'
language:
- iso: eng
page: 3-4
publication: ACM SIGCSE Bull.
status: public
title: ITiCSE 2021 recap
type: journal_article
user_id: '21145'
volume: 53
year: '2021'
...
---
_id: '20115'
author:
- first_name: Gabriella
  full_name: Skitalinskaya, Gabriella
  last_name: Skitalinskaya
- first_name: Jonas
  full_name: Klaff, Jonas
  last_name: Klaff
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
citation:
  ama: 'Skitalinskaya G, Klaff J, Wachsmuth H. Learning From Revisions: Quality Assessment
    of Claims in Argumentation at Scale. In: <i>Proceedings of the 16th Conference
    of the European Chapter of the Association for Computational Linguistics</i>.
    ; 2021:1718-1729.'
  apa: 'Skitalinskaya, G., Klaff, J., &#38; Wachsmuth, H. (2021). Learning From Revisions:
    Quality Assessment of Claims in Argumentation at Scale. In <i>Proceedings of the
    16th Conference of the European Chapter of the Association for Computational Linguistics</i>
    (pp. 1718–1729).'
  bibtex: '@inproceedings{Skitalinskaya_Klaff_Wachsmuth_2021, title={Learning From
    Revisions: Quality Assessment of Claims in Argumentation at Scale}, booktitle={Proceedings
    of the 16th Conference of the European Chapter of the Association for Computational
    Linguistics}, author={Skitalinskaya, Gabriella and Klaff, Jonas and Wachsmuth,
    Henning}, year={2021}, pages={1718–1729} }'
  chicago: 'Skitalinskaya, Gabriella, Jonas Klaff, and Henning Wachsmuth. “Learning
    From Revisions: Quality Assessment of Claims in Argumentation at Scale.” In <i>Proceedings
    of the 16th Conference of the European Chapter of the Association for Computational
    Linguistics</i>, 1718–29, 2021.'
  ieee: 'G. Skitalinskaya, J. Klaff, and H. Wachsmuth, “Learning From Revisions: Quality
    Assessment of Claims in Argumentation at Scale,” in <i>Proceedings of the 16th
    Conference of the European Chapter of the Association for Computational Linguistics</i>,
    2021, pp. 1718–1729.'
  mla: 'Skitalinskaya, Gabriella, et al. “Learning From Revisions: Quality Assessment
    of Claims in Argumentation at Scale.” <i>Proceedings of the 16th Conference of
    the European Chapter of the Association for Computational Linguistics</i>, 2021,
    pp. 1718–29.'
  short: 'G. Skitalinskaya, J. Klaff, H. Wachsmuth, in: Proceedings of the 16th Conference
    of the European Chapter of the Association for Computational Linguistics, 2021,
    pp. 1718–1729.'
date_created: 2020-10-16T12:39:27Z
date_updated: 2022-01-06T06:54:19Z
department:
- _id: '600'
language:
- iso: eng
main_file_link:
- url: https://www.aclweb.org/anthology/2021.eacl-main.147/
page: 1718-1729
publication: Proceedings of the 16th Conference of the European Chapter of the Association
  for Computational Linguistics
status: public
title: 'Learning From Revisions: Quality Assessment of Claims in Argumentation at
  Scale'
type: conference
user_id: '82920'
year: '2021'
...
---
_id: '20125'
abstract:
- lang: eng
  text: Datacenter applications have different resource requirements from network
    and developing flow scheduling heuristics for every workload is practically infeasible.
    In this paper, we show that deep reinforcement learning (RL) can be used to efficiently
    learn flow scheduling policies for different workloads without manual feature
    engineering. Specifically, we present LFS, which learns to optimize a high-level
    performance objective, e.g., maximize the number of flow admissions while meeting
    the deadlines. The LFS scheduler is trained through deep RL to learn a scheduling
    policy on continuous online flow arrivals. The evaluation results show that the
    trained LFS scheduler admits 1.05x more flows than the greedy flow scheduling
    heuristics under varying network load.
author:
- first_name: Asif
  full_name: Hasnain, Asif
  id: '63288'
  last_name: Hasnain
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Hasnain A, Karl H. Learning Flow Scheduling. In: <i>2021 IEEE 18th Annual
    Consumer Communications &#38; Networking Conference (CCNC)</i>. IEEE Computer
    Society. doi:<a href="https://doi.org/10.1109/CCNC49032.2021.9369514">https://doi.org/10.1109/CCNC49032.2021.9369514</a>'
  apa: 'Hasnain, A., &#38; Karl, H. (n.d.). Learning Flow Scheduling. In <i>2021 IEEE
    18th Annual Consumer Communications &#38; Networking Conference (CCNC)</i>. Las
    Vegas, USA: IEEE Computer Society. <a href="https://doi.org/10.1109/CCNC49032.2021.9369514">https://doi.org/10.1109/CCNC49032.2021.9369514</a>'
  bibtex: '@inproceedings{Hasnain_Karl, title={Learning Flow Scheduling}, DOI={<a
    href="https://doi.org/10.1109/CCNC49032.2021.9369514">https://doi.org/10.1109/CCNC49032.2021.9369514</a>},
    booktitle={2021 IEEE 18th Annual Consumer Communications &#38; Networking Conference
    (CCNC)}, publisher={IEEE Computer Society}, author={Hasnain, Asif and Karl, Holger}
    }'
  chicago: Hasnain, Asif, and Holger Karl. “Learning Flow Scheduling.” In <i>2021
    IEEE 18th Annual Consumer Communications &#38; Networking Conference (CCNC)</i>.
    IEEE Computer Society, n.d. <a href="https://doi.org/10.1109/CCNC49032.2021.9369514">https://doi.org/10.1109/CCNC49032.2021.9369514</a>.
  ieee: A. Hasnain and H. Karl, “Learning Flow Scheduling,” in <i>2021 IEEE 18th Annual
    Consumer Communications &#38; Networking Conference (CCNC)</i>, Las Vegas, USA.
  mla: Hasnain, Asif, and Holger Karl. “Learning Flow Scheduling.” <i>2021 IEEE 18th
    Annual Consumer Communications &#38; Networking Conference (CCNC)</i>, IEEE Computer
    Society, doi:<a href="https://doi.org/10.1109/CCNC49032.2021.9369514">https://doi.org/10.1109/CCNC49032.2021.9369514</a>.
  short: 'A. Hasnain, H. Karl, in: 2021 IEEE 18th Annual Consumer Communications &#38;
    Networking Conference (CCNC), IEEE Computer Society, n.d.'
conference:
  end_date: 2021-01-12
  location: Las Vegas, USA
  name: 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC)
  start_date: 2021-01-09
date_created: 2020-10-19T14:27:17Z
date_updated: 2022-01-06T06:54:20Z
ddc:
- '000'
department:
- _id: '75'
doi: https://doi.org/10.1109/CCNC49032.2021.9369514
keyword:
- Flow scheduling
- Deadlines
- Reinforcement learning
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/9369514
project:
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
- _id: '1'
  name: SFB 901
publication: 2021 IEEE 18th Annual Consumer Communications & Networking Conference
  (CCNC)
publication_status: accepted
publisher: IEEE Computer Society
status: public
title: Learning Flow Scheduling
type: conference
user_id: '63288'
year: '2021'
...
---
_id: '20244'
author:
- first_name: Sebastian
  full_name: Gottschalk, Sebastian
  id: '47208'
  last_name: Gottschalk
- first_name: Jonas
  full_name: Kirchhoff, Jonas
  id: '39928'
  last_name: Kirchhoff
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Gottschalk S, Kirchhoff J, Engels G. Extending Business Model Development
    Tools with Consolidated Expert Knowledge . In: Shishkov B, ed. <i>Business Modeling
    and Software Design</i>. ; 2021. doi:<a href="https://doi.org/10.1007/978-3-030-79976-2_1">10.1007/978-3-030-79976-2_1</a>'
  apa: Gottschalk, S., Kirchhoff, J., &#38; Engels, G. (2021). Extending Business
    Model Development Tools with Consolidated Expert Knowledge . In B. Shishkov (Ed.),
    <i>Business Modeling and Software Design</i>. Sofia. <a href="https://doi.org/10.1007/978-3-030-79976-2_1">https://doi.org/10.1007/978-3-030-79976-2_1</a>
  bibtex: '@inproceedings{Gottschalk_Kirchhoff_Engels_2021, title={Extending Business
    Model Development Tools with Consolidated Expert Knowledge }, DOI={<a href="https://doi.org/10.1007/978-3-030-79976-2_1">10.1007/978-3-030-79976-2_1</a>},
    booktitle={Business Modeling and Software Design}, author={Gottschalk, Sebastian
    and Kirchhoff, Jonas and Engels, Gregor}, editor={Shishkov, BorisEditor}, year={2021}
    }'
  chicago: Gottschalk, Sebastian, Jonas Kirchhoff, and Gregor Engels. “Extending Business
    Model Development Tools with Consolidated Expert Knowledge .” In <i>Business Modeling
    and Software Design</i>, edited by Boris Shishkov, 2021. <a href="https://doi.org/10.1007/978-3-030-79976-2_1">https://doi.org/10.1007/978-3-030-79976-2_1</a>.
  ieee: S. Gottschalk, J. Kirchhoff, and G. Engels, “Extending Business Model Development
    Tools with Consolidated Expert Knowledge ,” in <i>Business Modeling and Software
    Design</i>, Sofia, 2021.
  mla: Gottschalk, Sebastian, et al. “Extending Business Model Development Tools with
    Consolidated Expert Knowledge .” <i>Business Modeling and Software Design</i>,
    edited by Boris Shishkov, 2021, doi:<a href="https://doi.org/10.1007/978-3-030-79976-2_1">10.1007/978-3-030-79976-2_1</a>.
  short: 'S. Gottschalk, J. Kirchhoff, G. Engels, in: B. Shishkov (Ed.), Business
    Modeling and Software Design, 2021.'
conference:
  end_date: 2021-07-07
  location: Sofia
  name: International Symposium on Business Modeling and Software Design
  start_date: 2021-07-05
date_created: 2020-11-02T13:27:29Z
date_updated: 2022-01-06T06:54:25Z
ddc:
- '000'
department:
- _id: '66'
- _id: '534'
doi: 10.1007/978-3-030-79976-2_1
editor:
- first_name: Boris
  full_name: Shishkov, Boris
  last_name: Shishkov
file:
- access_level: open_access
  content_type: application/pdf
  creator: sego
  date_created: 2021-07-20T16:17:55Z
  date_updated: 2021-07-20T16:19:56Z
  file_id: '22768'
  file_name: BMSD21.pdf
  file_size: 1101782
  relation: main_file
file_date_updated: 2021-07-20T16:19:56Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '17'
  name: SFB 901 - Subproject C5
publication: Business Modeling and Software Design
status: public
title: 'Extending Business Model Development Tools with Consolidated Expert Knowledge '
type: conference
user_id: '47208'
year: '2021'
...
---
_id: '28099'
abstract:
- lang: eng
  text: N-body methods are one of the essential algorithmic building blocks of high-performance
    and parallel computing. Previous research has shown promising performance for
    implementing n-body simulations with pairwise force calculations on FPGAs. However,
    to avoid challenges with accumulation and memory access patterns, the presented
    designs calculate each pair of forces twice, along with both force sums of the
    involved particles. Also, they require large problem instances with hundreds of
    thousands of particles to reach their respective peak performance, limiting the
    applicability for strong scaling scenarios. This work addresses both issues by
    presenting a novel FPGA design that uses each calculated force twice and overlaps
    data transfers and computations in a way that allows to reach peak performance
    even for small problem instances, outperforming previous single precision results
    even in double precision, and scaling linearly over multiple interconnected FPGAs.
    For a comparison across architectures, we provide an equally optimized CPU reference,
    which for large problems actually achieves higher peak performance per device,
    however, given the strong scaling advantages of the FPGA design, in parallel setups
    with few thousand particles per device, the FPGA platform achieves highest performance
    and power efficiency.
article_type: original
author:
- first_name: Johannes
  full_name: Menzel, Johannes
  last_name: Menzel
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
- first_name: Tobias
  full_name: Kenter, Tobias
  id: '3145'
  last_name: Kenter
citation:
  ama: Menzel J, Plessl C, Kenter T. The Strong Scaling Advantage of FPGAs in HPC
    for N-body Simulations. <i>ACM Transactions on Reconfigurable Technology and Systems</i>.
    2021;15(1):1-30. doi:<a href="https://doi.org/10.1145/3491235">10.1145/3491235</a>
  apa: Menzel, J., Plessl, C., &#38; Kenter, T. (2021). The Strong Scaling Advantage
    of FPGAs in HPC for N-body Simulations. <i>ACM Transactions on Reconfigurable
    Technology and Systems</i>, <i>15</i>(1), 1–30. <a href="https://doi.org/10.1145/3491235">https://doi.org/10.1145/3491235</a>
  bibtex: '@article{Menzel_Plessl_Kenter_2021, title={The Strong Scaling Advantage
    of FPGAs in HPC for N-body Simulations}, volume={15}, DOI={<a href="https://doi.org/10.1145/3491235">10.1145/3491235</a>},
    number={1}, journal={ACM Transactions on Reconfigurable Technology and Systems},
    author={Menzel, Johannes and Plessl, Christian and Kenter, Tobias}, year={2021},
    pages={1–30} }'
  chicago: 'Menzel, Johannes, Christian Plessl, and Tobias Kenter. “The Strong Scaling
    Advantage of FPGAs in HPC for N-Body Simulations.” <i>ACM Transactions on Reconfigurable
    Technology and Systems</i> 15, no. 1 (2021): 1–30. <a href="https://doi.org/10.1145/3491235">https://doi.org/10.1145/3491235</a>.'
  ieee: 'J. Menzel, C. Plessl, and T. Kenter, “The Strong Scaling Advantage of FPGAs
    in HPC for N-body Simulations,” <i>ACM Transactions on Reconfigurable Technology
    and Systems</i>, vol. 15, no. 1, pp. 1–30, 2021, doi: <a href="https://doi.org/10.1145/3491235">10.1145/3491235</a>.'
  mla: Menzel, Johannes, et al. “The Strong Scaling Advantage of FPGAs in HPC for
    N-Body Simulations.” <i>ACM Transactions on Reconfigurable Technology and Systems</i>,
    vol. 15, no. 1, 2021, pp. 1–30, doi:<a href="https://doi.org/10.1145/3491235">10.1145/3491235</a>.
  short: J. Menzel, C. Plessl, T. Kenter, ACM Transactions on Reconfigurable Technology
    and Systems 15 (2021) 1–30.
date_created: 2021-11-30T10:00:31Z
date_updated: 2022-01-06T06:57:51Z
department:
- _id: '27'
- _id: '518'
doi: 10.1145/3491235
intvolume: '        15'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://dl.acm.org/doi/10.1145/3491235
oa: '1'
page: 1-30
publication: ACM Transactions on Reconfigurable Technology and Systems
publication_identifier:
  issn:
  - 1936-7406
  - 1936-7414
publication_status: published
quality_controlled: '1'
status: public
title: The Strong Scaling Advantage of FPGAs in HPC for N-body Simulations
type: journal_article
user_id: '3145'
volume: 15
year: '2021'
...