---
_id: '24729'
author:
- first_name: Ram
  full_name: G. Athreya, Ram
  last_name: G. Athreya
- first_name: Srividya
  full_name: Kona Bansal, Srividya
  last_name: Kona Bansal
- 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: 'G. Athreya R, Kona Bansal S, Ngonga Ngomo A-C, Usbeck R. Template-based Question
    Answering using Recursive Neural Networks. In: <i>15th {IEEE} International Conference
    on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>.
    {IEEE}; 2021:195-198. doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00041">10.1109/ICSC50631.2021.00041</a>'
  apa: G. Athreya, R., Kona Bansal, S., Ngonga Ngomo, A.-C., &#38; Usbeck, R. (2021).
    Template-based Question Answering using Recursive Neural Networks. <i>15th {IEEE}
    International Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA,
    USA, January 27-29, 2021</i>, 195–198. <a href="https://doi.org/10.1109/ICSC50631.2021.00041">https://doi.org/10.1109/ICSC50631.2021.00041</a>
  bibtex: '@inproceedings{G. Athreya_Kona Bansal_Ngonga Ngomo_Usbeck_2021, title={Template-based
    Question Answering using Recursive Neural Networks}, DOI={<a href="https://doi.org/10.1109/ICSC50631.2021.00041">10.1109/ICSC50631.2021.00041</a>},
    booktitle={15th {IEEE} International Conference on Semantic Computing, {ICSC}
    2021, Laguna Hills, CA, USA, January 27-29, 2021}, publisher={{IEEE}}, author={G.
    Athreya, Ram and Kona Bansal, Srividya and Ngonga Ngomo, Axel-Cyrille and Usbeck,
    Ricardo}, year={2021}, pages={195–198} }'
  chicago: G. Athreya, Ram, Srividya Kona Bansal, Axel-Cyrille Ngonga Ngomo, and Ricardo
    Usbeck. “Template-Based Question Answering Using Recursive Neural Networks.” In
    <i>15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna
    Hills, CA, USA, January 27-29, 2021</i>, 195–98. {IEEE}, 2021. <a href="https://doi.org/10.1109/ICSC50631.2021.00041">https://doi.org/10.1109/ICSC50631.2021.00041</a>.
  ieee: 'R. G. Athreya, S. Kona Bansal, A.-C. Ngonga Ngomo, and R. Usbeck, “Template-based
    Question Answering using Recursive Neural Networks,” in <i>15th {IEEE} International
    Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January
    27-29, 2021</i>, 2021, pp. 195–198, doi: <a href="https://doi.org/10.1109/ICSC50631.2021.00041">10.1109/ICSC50631.2021.00041</a>.'
  mla: G. Athreya, Ram, et al. “Template-Based Question Answering Using Recursive
    Neural Networks.” <i>15th {IEEE} International Conference on Semantic Computing,
    {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>, {IEEE}, 2021, pp.
    195–98, doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00041">10.1109/ICSC50631.2021.00041</a>.
  short: 'R. G. Athreya, S. Kona Bansal, A.-C. Ngonga Ngomo, R. Usbeck, in: 15th {IEEE}
    International Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA,
    USA, January 27-29, 2021, {IEEE}, 2021, pp. 195–198.'
date_created: 2021-09-20T13:16:34Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1109/ICSC50631.2021.00041
language:
- iso: eng
page: 195-198
publication: 15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021,
  Laguna Hills, CA, USA, January 27-29, 2021
publisher: '{IEEE}'
status: public
title: Template-based Question Answering using Recursive Neural Networks
type: conference
user_id: '65716'
year: '2021'
...
---
_id: '24730'
author:
- first_name: Rricha
  full_name: Jalota, Rricha
  last_name: Jalota
- first_name: Daniel
  full_name: Vollmers, Daniel
  last_name: Vollmers
- 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: 'Jalota R, Vollmers D, Moussallem D, Ngonga Ngomo A-C. LAUREN - Knowledge Graph
    Summarization for Question Answering. In: <i>15th {IEEE} International Conference
    on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>.
    {IEEE}; 2021:221-226. doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00047">10.1109/ICSC50631.2021.00047</a>'
  apa: Jalota, R., Vollmers, D., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2021).
    LAUREN - Knowledge Graph Summarization for Question Answering. <i>15th {IEEE}
    International Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA,
    USA, January 27-29, 2021</i>, 221–226. <a href="https://doi.org/10.1109/ICSC50631.2021.00047">https://doi.org/10.1109/ICSC50631.2021.00047</a>
  bibtex: '@inproceedings{Jalota_Vollmers_Moussallem_Ngonga Ngomo_2021, title={LAUREN
    - Knowledge Graph Summarization for Question Answering}, DOI={<a href="https://doi.org/10.1109/ICSC50631.2021.00047">10.1109/ICSC50631.2021.00047</a>},
    booktitle={15th {IEEE} International Conference on Semantic Computing, {ICSC}
    2021, Laguna Hills, CA, USA, January 27-29, 2021}, publisher={{IEEE}}, author={Jalota,
    Rricha and Vollmers, Daniel and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille},
    year={2021}, pages={221–226} }'
  chicago: Jalota, Rricha, Daniel Vollmers, Diego Moussallem, and Axel-Cyrille Ngonga
    Ngomo. “LAUREN - Knowledge Graph Summarization for Question Answering.” In <i>15th
    {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna Hills,
    CA, USA, January 27-29, 2021</i>, 221–26. {IEEE}, 2021. <a href="https://doi.org/10.1109/ICSC50631.2021.00047">https://doi.org/10.1109/ICSC50631.2021.00047</a>.
  ieee: 'R. Jalota, D. Vollmers, D. Moussallem, and A.-C. Ngonga Ngomo, “LAUREN -
    Knowledge Graph Summarization for Question Answering,” in <i>15th {IEEE} International
    Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January
    27-29, 2021</i>, 2021, pp. 221–226, doi: <a href="https://doi.org/10.1109/ICSC50631.2021.00047">10.1109/ICSC50631.2021.00047</a>.'
  mla: Jalota, Rricha, et al. “LAUREN - Knowledge Graph Summarization for Question
    Answering.” <i>15th {IEEE} International Conference on Semantic Computing, {ICSC}
    2021, Laguna Hills, CA, USA, January 27-29, 2021</i>, {IEEE}, 2021, pp. 221–26,
    doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00047">10.1109/ICSC50631.2021.00047</a>.
  short: 'R. Jalota, D. Vollmers, 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. 221–226.'
date_created: 2021-09-20T13:17:49Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1109/ICSC50631.2021.00047
language:
- iso: eng
page: 221-226
publication: 15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021,
  Laguna Hills, CA, USA, January 27-29, 2021
publisher: '{IEEE}'
status: public
title: LAUREN - Knowledge Graph Summarization for Question Answering
type: conference
user_id: '65716'
year: '2021'
...
---
_id: '24731'
author:
- first_name: Adrian
  full_name: Wilke, Adrian
  last_name: Wilke
- first_name: Arwa
  full_name: Bannoura, Arwa
  last_name: Bannoura
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Wilke A, Bannoura A, Ngonga Ngomo A-C. Relicensing Combined Datasets. In:
    <i>15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna
    Hills, CA, USA, January 27-29, 2021</i>. {IEEE}; 2021:241-247. doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00050">10.1109/ICSC50631.2021.00050</a>'
  apa: Wilke, A., Bannoura, A., &#38; Ngonga Ngomo, A.-C. (2021). Relicensing Combined
    Datasets. <i>15th {IEEE} International Conference on Semantic Computing, {ICSC}
    2021, Laguna Hills, CA, USA, January 27-29, 2021</i>, 241–247. <a href="https://doi.org/10.1109/ICSC50631.2021.00050">https://doi.org/10.1109/ICSC50631.2021.00050</a>
  bibtex: '@inproceedings{Wilke_Bannoura_Ngonga Ngomo_2021, title={Relicensing Combined
    Datasets}, DOI={<a href="https://doi.org/10.1109/ICSC50631.2021.00050">10.1109/ICSC50631.2021.00050</a>},
    booktitle={15th {IEEE} International Conference on Semantic Computing, {ICSC}
    2021, Laguna Hills, CA, USA, January 27-29, 2021}, publisher={{IEEE}}, author={Wilke,
    Adrian and Bannoura, Arwa and Ngonga Ngomo, Axel-Cyrille}, year={2021}, pages={241–247}
    }'
  chicago: Wilke, Adrian, Arwa Bannoura, and Axel-Cyrille Ngonga Ngomo. “Relicensing
    Combined Datasets.” In <i>15th {IEEE} International Conference on Semantic Computing,
    {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>, 241–47. {IEEE}, 2021.
    <a href="https://doi.org/10.1109/ICSC50631.2021.00050">https://doi.org/10.1109/ICSC50631.2021.00050</a>.
  ieee: 'A. Wilke, A. Bannoura, and A.-C. Ngonga Ngomo, “Relicensing Combined Datasets,”
    in <i>15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021,
    Laguna Hills, CA, USA, January 27-29, 2021</i>, 2021, pp. 241–247, doi: <a href="https://doi.org/10.1109/ICSC50631.2021.00050">10.1109/ICSC50631.2021.00050</a>.'
  mla: Wilke, Adrian, et al. “Relicensing Combined Datasets.” <i>15th {IEEE} International
    Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January
    27-29, 2021</i>, {IEEE}, 2021, pp. 241–47, doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00050">10.1109/ICSC50631.2021.00050</a>.
  short: 'A. Wilke, A. Bannoura, 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. 241–247.'
date_created: 2021-09-20T13:18:37Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1109/ICSC50631.2021.00050
language:
- iso: eng
page: 241-247
publication: 15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021,
  Laguna Hills, CA, USA, January 27-29, 2021
publisher: '{IEEE}'
status: public
title: Relicensing Combined Datasets
type: conference
user_id: '65716'
year: '2021'
...
---
_id: '24732'
author:
- first_name: Michael
  full_name: Röder, Michael
  last_name: Röder
- first_name: Geraldo
  full_name: de Souza, Geraldo
  last_name: de Souza
- first_name: Denis
  full_name: Kuchelev, Denis
  last_name: Kuchelev
- first_name: Abdelmoneim
  full_name: Amer Desouki, Abdelmoneim
  last_name: Amer Desouki
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Röder M, de Souza G, Kuchelev D, Amer Desouki A, Ngonga Ngomo A-C. ORCA -
    a Benchmark for Data Web Crawlers. In: <i>15th {IEEE} International Conference
    on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>.
    {IEEE}; 2021:272-279. doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00054">10.1109/ICSC50631.2021.00054</a>'
  apa: Röder, M., de Souza, G., Kuchelev, D., Amer Desouki, A., &#38; Ngonga Ngomo,
    A.-C. (2021). ORCA - a Benchmark for Data Web Crawlers. <i>15th {IEEE} International
    Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January
    27-29, 2021</i>, 272–279. <a href="https://doi.org/10.1109/ICSC50631.2021.00054">https://doi.org/10.1109/ICSC50631.2021.00054</a>
  bibtex: '@inproceedings{Röder_de Souza_Kuchelev_Amer Desouki_Ngonga Ngomo_2021,
    title={ORCA - a Benchmark for Data Web Crawlers}, DOI={<a href="https://doi.org/10.1109/ICSC50631.2021.00054">10.1109/ICSC50631.2021.00054</a>},
    booktitle={15th {IEEE} International Conference on Semantic Computing, {ICSC}
    2021, Laguna Hills, CA, USA, January 27-29, 2021}, publisher={{IEEE}}, author={Röder,
    Michael and de Souza, Geraldo and Kuchelev, Denis and Amer Desouki, Abdelmoneim
    and Ngonga Ngomo, Axel-Cyrille}, year={2021}, pages={272–279} }'
  chicago: Röder, Michael, Geraldo de Souza, Denis Kuchelev, Abdelmoneim Amer Desouki,
    and Axel-Cyrille Ngonga Ngomo. “ORCA - a Benchmark for Data Web Crawlers.” In
    <i>15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna
    Hills, CA, USA, January 27-29, 2021</i>, 272–79. {IEEE}, 2021. <a href="https://doi.org/10.1109/ICSC50631.2021.00054">https://doi.org/10.1109/ICSC50631.2021.00054</a>.
  ieee: 'M. Röder, G. de Souza, D. Kuchelev, A. Amer Desouki, and A.-C. Ngonga Ngomo,
    “ORCA - a Benchmark for Data Web Crawlers,” in <i>15th {IEEE} International Conference
    on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>,
    2021, pp. 272–279, doi: <a href="https://doi.org/10.1109/ICSC50631.2021.00054">10.1109/ICSC50631.2021.00054</a>.'
  mla: Röder, Michael, et al. “ORCA - a Benchmark for Data Web Crawlers.” <i>15th
    {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna Hills,
    CA, USA, January 27-29, 2021</i>, {IEEE}, 2021, pp. 272–79, doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00054">10.1109/ICSC50631.2021.00054</a>.
  short: 'M. Röder, G. de Souza, D. Kuchelev, A. Amer Desouki, 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. 272–279.'
date_created: 2021-09-20T13:19:11Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1109/ICSC50631.2021.00054
language:
- iso: eng
page: 272-279
publication: 15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021,
  Laguna Hills, CA, USA, January 27-29, 2021
publisher: '{IEEE}'
status: public
title: ORCA - a Benchmark for Data Web Crawlers
type: conference
user_id: '65716'
year: '2021'
...
---
_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: '28350'
abstract:
- lang: eng
  text: "In recent years, we observe an increasing amount of software with machine
    learning components being deployed. This poses the question of quality assurance
    for such components: how can we validate whether specified requirements are fulfilled
    by a machine learned software? Current testing and verification approaches either
    focus on a single requirement (e.g., fairness) or specialize on a single type
    of machine learning model (e.g., neural networks).\r\nIn this paper, we propose
    property-driven testing of machine learning models. Our approach MLCheck encompasses
    (1) a language for property specification, and (2) a technique for systematic
    test case generation. The specification language is comparable to property-based
    testing languages. Test case generation employs advanced verification technology
    for a systematic, property dependent construction of test suites, without additional
    user supplied generator functions. We evaluate MLCheck using requirements and
    data sets from three different application areas (software\r\ndiscrimination,
    learning on knowledge graphs and security). Our evaluation shows that despite
    its generality MLCheck can even outperform specialised testing approaches while
    having a comparable runtime"
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 Classifiers. In: <i>Proceedings of the 20th IEEE International
    Conference on Machine Learning and Applications (ICMLA)</i>. IEEE.'
  apa: Sharma, A., Demir, C., Ngonga Ngomo, A.-C., &#38; Wehrheim, H. (n.d.). MLCHECK–Property-Driven
    Testing of Machine Learning Classifiers. <i>Proceedings of the 20th IEEE International
    Conference on Machine Learning and Applications (ICMLA)</i>.
  bibtex: '@inproceedings{Sharma_Demir_Ngonga Ngomo_Wehrheim, title={MLCHECK–Property-Driven
    Testing of Machine Learning Classifiers}, booktitle={Proceedings of the 20th IEEE
    International Conference on Machine Learning and Applications (ICMLA)}, publisher={IEEE},
    author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim,
    Heike} }'
  chicago: Sharma, Arnab, Caglar Demir, Axel-Cyrille Ngonga Ngomo, and Heike Wehrheim.
    “MLCHECK–Property-Driven Testing of Machine Learning Classifiers.” In <i>Proceedings
    of the 20th IEEE International Conference on Machine Learning and Applications
    (ICMLA)</i>. IEEE, n.d.
  ieee: A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCHECK–Property-Driven
    Testing of Machine Learning Classifiers.”
  mla: Sharma, Arnab, et al. “MLCHECK–Property-Driven Testing of Machine Learning
    Classifiers.” <i>Proceedings of the 20th IEEE International Conference on Machine
    Learning and Applications (ICMLA)</i>, IEEE.
  short: 'A. Sharma, C. Demir, A.-C. Ngonga Ngomo, H. Wehrheim, in: Proceedings of
    the 20th IEEE International Conference on Machine Learning and Applications (ICMLA),
    IEEE, n.d.'
date_created: 2021-12-07T11:11:36Z
date_updated: 2022-01-06T06:58:02Z
department:
- _id: '7'
- _id: '77'
- _id: '574'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '11'
  name: SFB 901 - Subproject B3
- _id: '10'
  name: SFB 901 - Subproject B2
publication: Proceedings of the 20th IEEE International Conference on Machine Learning
  and Applications (ICMLA)
publication_status: accepted
publisher: IEEE
status: public
title: MLCHECK–Property-Driven Testing of Machine Learning Classifiers
type: conference
user_id: '477'
year: '2021'
...
---
_id: '24719'
author:
- first_name: Hamada
  full_name: M. Zahera, Hamada
  last_name: M. Zahera
- first_name: Rricha
  full_name: Jalota, Rricha
  last_name: Jalota
- first_name: Mohamed
  full_name: Ahmed Sherif, Mohamed
  last_name: Ahmed Sherif
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'M. Zahera H, Jalota R, Ahmed Sherif M, Ngonga Ngomo A-C. I-AID: Identifying
    Actionable Information From Disaster-Related Tweets. <i>{IEEE} Access</i>. 2021;9:118861-118870.
    doi:<a href="https://doi.org/10.1109/ACCESS.2021.3107812">10.1109/ACCESS.2021.3107812</a>'
  apa: 'M. Zahera, H., Jalota, R., Ahmed Sherif, M., &#38; Ngonga Ngomo, A.-C. (2021).
    I-AID: Identifying Actionable Information From Disaster-Related Tweets. <i>{IEEE}
    Access</i>, <i>9</i>, 118861–118870. <a href="https://doi.org/10.1109/ACCESS.2021.3107812">https://doi.org/10.1109/ACCESS.2021.3107812</a>'
  bibtex: '@article{M. Zahera_Jalota_Ahmed Sherif_Ngonga Ngomo_2021, title={I-AID:
    Identifying Actionable Information From Disaster-Related Tweets}, volume={9},
    DOI={<a href="https://doi.org/10.1109/ACCESS.2021.3107812">10.1109/ACCESS.2021.3107812</a>},
    journal={{IEEE} Access}, author={M. Zahera, Hamada and Jalota, Rricha and Ahmed
    Sherif, Mohamed and Ngonga Ngomo, Axel-Cyrille}, year={2021}, pages={118861–118870}
    }'
  chicago: 'M. Zahera, Hamada, Rricha Jalota, Mohamed Ahmed Sherif, and Axel-Cyrille
    Ngonga Ngomo. “I-AID: Identifying Actionable Information From Disaster-Related
    Tweets.” <i>{IEEE} Access</i> 9 (2021): 118861–70. <a href="https://doi.org/10.1109/ACCESS.2021.3107812">https://doi.org/10.1109/ACCESS.2021.3107812</a>.'
  ieee: 'H. M. Zahera, R. Jalota, M. Ahmed Sherif, and A.-C. Ngonga Ngomo, “I-AID:
    Identifying Actionable Information From Disaster-Related Tweets,” <i>{IEEE} Access</i>,
    vol. 9, pp. 118861–118870, 2021, doi: <a href="https://doi.org/10.1109/ACCESS.2021.3107812">10.1109/ACCESS.2021.3107812</a>.'
  mla: 'M. Zahera, Hamada, et al. “I-AID: Identifying Actionable Information From
    Disaster-Related Tweets.” <i>{IEEE} Access</i>, vol. 9, 2021, pp. 118861–70, doi:<a
    href="https://doi.org/10.1109/ACCESS.2021.3107812">10.1109/ACCESS.2021.3107812</a>.'
  short: H. M. Zahera, R. Jalota, M. Ahmed Sherif, A.-C. Ngonga Ngomo, {IEEE} Access
    9 (2021) 118861–118870.
date_created: 2021-09-20T13:01:18Z
date_updated: 2022-01-06T06:56:32Z
department:
- _id: '574'
doi: 10.1109/ACCESS.2021.3107812
intvolume: '         9'
language:
- iso: eng
page: 118861-118870
publication: '{IEEE} Access'
status: public
title: 'I-AID: Identifying Actionable Information From Disaster-Related Tweets'
type: journal_article
user_id: '65716'
volume: 9
year: '2021'
...
---
_id: '24720'
author:
- first_name: Aidan
  full_name: Hogan, Aidan
  last_name: Hogan
- first_name: Eva
  full_name: Blomqvist, Eva
  last_name: Blomqvist
- first_name: Michael
  full_name: Cochez, Michael
  last_name: Cochez
- first_name: Claudia
  full_name: d'Amato, Claudia
  last_name: d'Amato
- first_name: Gerard
  full_name: de Melo, Gerard
  last_name: de Melo
- first_name: Claudio
  full_name: Guti{\'{e}}rrez, Claudio
  last_name: Guti{\'{e}}rrez
- first_name: Sabrina
  full_name: Kirrane, Sabrina
  last_name: Kirrane
- first_name: Jos{\'{e}}
  full_name: Emilio Labra Gayo, Jos{\'{e}}
  last_name: Emilio Labra Gayo
- first_name: Roberto
  full_name: Navigli, Roberto
  last_name: Navigli
- first_name: Sebastian
  full_name: Neumaier, Sebastian
  last_name: Neumaier
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
- first_name: Axel
  full_name: Polleres, Axel
  last_name: Polleres
- first_name: Sabbir
  full_name: M. Rashid, Sabbir
  last_name: M. Rashid
- first_name: Anisa
  full_name: Rula, Anisa
  last_name: Rula
- first_name: Lukas
  full_name: Schmelzeisen, Lukas
  last_name: Schmelzeisen
- first_name: Juan
  full_name: F. Sequeda, Juan
  last_name: F. Sequeda
- first_name: Steffen
  full_name: Staab, Steffen
  last_name: Staab
- first_name: Antoine
  full_name: Zimmermann, Antoine
  last_name: Zimmermann
citation:
  ama: Hogan A, Blomqvist E, Cochez M, et al. Knowledge Graphs. <i>{ACM} Comput Surv</i>.
    2021;54(4):71:1-71:37. doi:<a href="https://doi.org/10.1145/3447772">10.1145/3447772</a>
  apa: Hogan, A., Blomqvist, E., Cochez, M., d’Amato, C., de Melo, G., Guti{\’{e}}rrez,
    C., Kirrane, S., Emilio Labra Gayo, J., Navigli, R., Neumaier, S., Ngonga Ngomo,
    A.-C., Polleres, A., M. Rashid, S., Rula, A., Schmelzeisen, L., F. Sequeda, J.,
    Staab, S., &#38; Zimmermann, A. (2021). Knowledge Graphs. <i>{ACM} Comput. Surv.</i>,
    <i>54</i>(4), 71:1-71:37. <a href="https://doi.org/10.1145/3447772">https://doi.org/10.1145/3447772</a>
  bibtex: '@article{Hogan_Blomqvist_Cochez_d’Amato_de Melo_Guti{\’{e}}rrez_Kirrane_Emilio
    Labra Gayo_Navigli_Neumaier_et al._2021, title={Knowledge Graphs}, volume={54},
    DOI={<a href="https://doi.org/10.1145/3447772">10.1145/3447772</a>}, number={4},
    journal={{ACM} Comput. Surv.}, author={Hogan, Aidan and Blomqvist, Eva and Cochez,
    Michael and d’Amato, Claudia and de Melo, Gerard and Guti{\’{e}}rrez, Claudio
    and Kirrane, Sabrina and Emilio Labra Gayo, Jos{\’{e}} and Navigli, Roberto and
    Neumaier, Sebastian and et al.}, year={2021}, pages={71:1-71:37} }'
  chicago: 'Hogan, Aidan, Eva Blomqvist, Michael Cochez, Claudia d’Amato, Gerard de
    Melo, Claudio Guti{\’{e}}rrez, Sabrina Kirrane, et al. “Knowledge Graphs.” <i>{ACM}
    Comput. Surv.</i> 54, no. 4 (2021): 71:1-71:37. <a href="https://doi.org/10.1145/3447772">https://doi.org/10.1145/3447772</a>.'
  ieee: 'A. Hogan <i>et al.</i>, “Knowledge Graphs,” <i>{ACM} Comput. Surv.</i>, vol.
    54, no. 4, p. 71:1-71:37, 2021, doi: <a href="https://doi.org/10.1145/3447772">10.1145/3447772</a>.'
  mla: Hogan, Aidan, et al. “Knowledge Graphs.” <i>{ACM} Comput. Surv.</i>, vol. 54,
    no. 4, 2021, p. 71:1-71:37, doi:<a href="https://doi.org/10.1145/3447772">10.1145/3447772</a>.
  short: A. Hogan, E. Blomqvist, M. Cochez, C. d’Amato, G. de Melo, C. Guti{\’{e}}rrez,
    S. Kirrane, J. Emilio Labra Gayo, R. Navigli, S. Neumaier, A.-C. Ngonga Ngomo,
    A. Polleres, S. M. Rashid, A. Rula, L. Schmelzeisen, J. F. Sequeda, S. Staab,
    A. Zimmermann, {ACM} Comput. Surv. 54 (2021) 71:1-71:37.
date_created: 2021-09-20T13:02:51Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1145/3447772
intvolume: '        54'
issue: '4'
language:
- iso: eng
page: 71:1-71:37
publication: '{ACM} Comput. Surv.'
status: public
title: Knowledge Graphs
type: journal_article
user_id: '65716'
volume: 54
year: '2021'
...
---
_id: '29046'
author:
- first_name: Robert
  full_name: Feldhans, Robert
  last_name: Feldhans
- first_name: Adrian
  full_name: Wilke, Adrian
  last_name: Wilke
- first_name: Stefan
  full_name: Heindorf, Stefan
  last_name: Heindorf
- first_name: Mohammad Hossein
  full_name: Shaker, Mohammad Hossein
  last_name: Shaker
- first_name: Barbara
  full_name: Hammer, Barbara
  last_name: Hammer
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  last_name: Ngonga Ngomo
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  last_name: Hüllermeier
citation:
  ama: 'Feldhans R, Wilke A, Heindorf S, et al. Drift Detection in Text Data with
    Document Embeddings. In: <i>Intelligent Data Engineering and Automated Learning
    – IDEAL 2021</i>. ; 2021. doi:<a href="https://doi.org/10.1007/978-3-030-91608-4_11">10.1007/978-3-030-91608-4_11</a>'
  apa: Feldhans, R., Wilke, A., Heindorf, S., Shaker, M. H., Hammer, B., Ngonga Ngomo,
    A.-C., &#38; Hüllermeier, E. (2021). Drift Detection in Text Data with Document
    Embeddings. In <i>Intelligent Data Engineering and Automated Learning – IDEAL
    2021</i>. <a href="https://doi.org/10.1007/978-3-030-91608-4_11">https://doi.org/10.1007/978-3-030-91608-4_11</a>
  bibtex: '@inbook{Feldhans_Wilke_Heindorf_Shaker_Hammer_Ngonga Ngomo_Hüllermeier_2021,
    place={Cham}, title={Drift Detection in Text Data with Document Embeddings}, DOI={<a
    href="https://doi.org/10.1007/978-3-030-91608-4_11">10.1007/978-3-030-91608-4_11</a>},
    booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2021},
    author={Feldhans, Robert and Wilke, Adrian and Heindorf, Stefan and Shaker, Mohammad
    Hossein and Hammer, Barbara and Ngonga Ngomo, Axel-Cyrille and Hüllermeier, Eyke},
    year={2021} }'
  chicago: Feldhans, Robert, Adrian Wilke, Stefan Heindorf, Mohammad Hossein Shaker,
    Barbara Hammer, Axel-Cyrille Ngonga Ngomo, and Eyke Hüllermeier. “Drift Detection
    in Text Data with Document Embeddings.” In <i>Intelligent Data Engineering and
    Automated Learning – IDEAL 2021</i>. Cham, 2021. <a href="https://doi.org/10.1007/978-3-030-91608-4_11">https://doi.org/10.1007/978-3-030-91608-4_11</a>.
  ieee: R. Feldhans <i>et al.</i>, “Drift Detection in Text Data with Document Embeddings,”
    in <i>Intelligent Data Engineering and Automated Learning – IDEAL 2021</i>, Cham,
    2021.
  mla: Feldhans, Robert, et al. “Drift Detection in Text Data with Document Embeddings.”
    <i>Intelligent Data Engineering and Automated Learning – IDEAL 2021</i>, 2021,
    doi:<a href="https://doi.org/10.1007/978-3-030-91608-4_11">10.1007/978-3-030-91608-4_11</a>.
  short: 'R. Feldhans, A. Wilke, S. Heindorf, M.H. Shaker, B. Hammer, A.-C. Ngonga
    Ngomo, E. Hüllermeier, in: Intelligent Data Engineering and Automated Learning
    – IDEAL 2021, Cham, 2021.'
date_created: 2021-12-17T10:33:12Z
date_updated: 2022-01-06T06:58:44Z
department:
- _id: '574'
doi: 10.1007/978-3-030-91608-4_11
language:
- iso: eng
place: Cham
publication: Intelligent Data Engineering and Automated Learning – IDEAL 2021
publication_identifier:
  isbn:
  - '9783030916077'
  - '9783030916084'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: Drift Detection in Text Data with Document Embeddings
type: book_chapter
user_id: '9101'
year: '2021'
...
---
_id: '29047'
author:
- first_name: Adrian
  full_name: Wilke, Adrian
  id: '9101'
  last_name: Wilke
  orcid: 0000-0002-6575-807X
- first_name: Arwa
  full_name: Bannoura, Arwa
  id: '77241'
  last_name: Bannoura
- first_name: Axel-Cyrille Ngonga
  full_name: Ngonga Ngomo, Axel-Cyrille Ngonga
  last_name: Ngonga Ngomo
citation:
  ama: 'Wilke A, Bannoura A, Ngonga Ngomo A-CN. Relicensing Combined Datasets. In:
    <i>2021 IEEE 15th International Conference on Semantic Computing (ICSC)</i>. ;
    2021:241-247. doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00050">10.1109/ICSC50631.2021.00050</a>'
  apa: Wilke, A., Bannoura, A., &#38; Ngonga Ngomo, A.-C. N. (2021). Relicensing Combined
    Datasets. <i>2021 IEEE 15th International Conference on Semantic Computing (ICSC)</i>,
    241–247. <a href="https://doi.org/10.1109/ICSC50631.2021.00050">https://doi.org/10.1109/ICSC50631.2021.00050</a>
  bibtex: '@inproceedings{Wilke_Bannoura_Ngonga Ngomo_2021, title={Relicensing Combined
    Datasets}, DOI={<a href="https://doi.org/10.1109/ICSC50631.2021.00050">10.1109/ICSC50631.2021.00050</a>},
    booktitle={2021 IEEE 15th International Conference on Semantic Computing (ICSC)},
    author={Wilke, Adrian and Bannoura, Arwa and Ngonga Ngomo, Axel-Cyrille Ngonga},
    year={2021}, pages={241–247} }'
  chicago: Wilke, Adrian, Arwa Bannoura, and Axel-Cyrille Ngonga Ngonga Ngomo. “Relicensing
    Combined Datasets.” In <i>2021 IEEE 15th International Conference on Semantic
    Computing (ICSC)</i>, 241–47, 2021. <a href="https://doi.org/10.1109/ICSC50631.2021.00050">https://doi.org/10.1109/ICSC50631.2021.00050</a>.
  ieee: 'A. Wilke, A. Bannoura, and A.-C. N. Ngonga Ngomo, “Relicensing Combined Datasets,”
    in <i>2021 IEEE 15th International Conference on Semantic Computing (ICSC)</i>,
    2021, pp. 241–247, doi: <a href="https://doi.org/10.1109/ICSC50631.2021.00050">10.1109/ICSC50631.2021.00050</a>.'
  mla: Wilke, Adrian, et al. “Relicensing Combined Datasets.” <i>2021 IEEE 15th International
    Conference on Semantic Computing (ICSC)</i>, 2021, pp. 241–47, doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00050">10.1109/ICSC50631.2021.00050</a>.
  short: 'A. Wilke, A. Bannoura, A.-C.N. Ngonga Ngomo, in: 2021 IEEE 15th International
    Conference on Semantic Computing (ICSC), 2021, pp. 241–247.'
date_created: 2021-12-17T13:04:28Z
date_updated: 2022-01-06T06:58:44Z
department:
- _id: '574'
doi: 10.1109/ICSC50631.2021.00050
language:
- iso: eng
page: 241-247
publication: 2021 IEEE 15th International Conference on Semantic Computing (ICSC)
status: public
title: Relicensing Combined Datasets
type: conference
user_id: '9101'
year: '2021'
...
---
_id: '29486'
author:
- first_name: Asep Fajar
  full_name: Firmansyah, Asep Fajar
  id: '76787'
  last_name: Firmansyah
- 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: 'Firmansyah AF, Moussallem D, Ngonga Ngomo A-C. GATES: Using Graph Attention
    Networks for Entity Summarization. In: <i>Proceedings of the 11th on Knowledge
    Capture Conference</i>. ACM; 2021:73–80. doi:<a href="https://doi.org/10.1145/3460210.3493574">10.1145/3460210.3493574</a>'
  apa: 'Firmansyah, A. F., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2021). GATES:
    Using Graph Attention Networks for Entity Summarization. <i>Proceedings of the
    11th on Knowledge Capture Conference</i>, 73–80. <a href="https://doi.org/10.1145/3460210.3493574">https://doi.org/10.1145/3460210.3493574</a>'
  bibtex: '@inproceedings{Firmansyah_Moussallem_Ngonga Ngomo_2021, place={Virtual
    Event, USA}, title={GATES: Using Graph Attention Networks for Entity Summarization},
    DOI={<a href="https://doi.org/10.1145/3460210.3493574">10.1145/3460210.3493574</a>},
    booktitle={Proceedings of the 11th on Knowledge Capture Conference}, publisher={ACM},
    author={Firmansyah, Asep Fajar and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille},
    year={2021}, pages={73–80} }'
  chicago: 'Firmansyah, Asep Fajar, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo.
    “GATES: Using Graph Attention Networks for Entity Summarization.” In <i>Proceedings
    of the 11th on Knowledge Capture Conference</i>, 73–80. Virtual Event, USA: ACM,
    2021. <a href="https://doi.org/10.1145/3460210.3493574">https://doi.org/10.1145/3460210.3493574</a>.'
  ieee: 'A. F. Firmansyah, D. Moussallem, and A.-C. Ngonga Ngomo, “GATES: Using Graph
    Attention Networks for Entity Summarization,” in <i>Proceedings of the 11th on
    Knowledge Capture Conference</i>, 2021, pp. 73–80, doi: <a href="https://doi.org/10.1145/3460210.3493574">10.1145/3460210.3493574</a>.'
  mla: 'Firmansyah, Asep Fajar, et al. “GATES: Using Graph Attention Networks for
    Entity Summarization.” <i>Proceedings of the 11th on Knowledge Capture Conference</i>,
    ACM, 2021, pp. 73–80, doi:<a href="https://doi.org/10.1145/3460210.3493574">10.1145/3460210.3493574</a>.'
  short: 'A.F. Firmansyah, D. Moussallem, A.-C. Ngonga Ngomo, in: Proceedings of the
    11th on Knowledge Capture Conference, ACM, Virtual Event, USA, 2021, pp. 73–80.'
date_created: 2022-01-20T08:37:12Z
date_updated: 2022-01-20T09:03:38Z
department:
- _id: '574'
doi: 10.1145/3460210.3493574
language:
- iso: eng
page: 73–80
place: Virtual Event, USA
publication: Proceedings of the 11th on Knowledge Capture Conference
publication_identifier:
  isbn:
  - 978-1-4503-8457-5
publication_status: published
publisher: ACM
status: public
title: 'GATES: Using Graph Attention Networks for Entity Summarization'
type: conference
user_id: '76787'
year: '2021'
...
