---
_id: '15920'
abstract:
- lang: eng
  text: "Secure hardware design is the most important aspect to be considered in addition
    to functional correctness. Achieving hardware security in today’s globalized Integrated
    Cir- cuit(IC) supply chain is a challenging task. One solution that is widely
    considered to help achieve secure hardware designs is Information Flow Tracking(IFT).
    It provides an ap- proach to verify that the systems adhere to security properties
    either by static verification during design phase or dynamic checking during runtime.\r\nProof-Carrying
    Hardware(PCH) is an approach to verify a functional design prior to using it in
    hardware. It is a two-party verification approach, where the target party, the
    consumer requests new functionalities with pre-defined properties to the producer.
    In response, the producer designs the IP (Intellectual Property) cores with the
    requested functionalities that adhere to the consumer-defined properties. The
    producer provides the IP cores and a proof certificate combined into a proof-carrying
    bitstream to the consumer to verify it. If the verification is successful, the
    consumer can use the IP cores in his hardware. In essence, the consumer can only
    run verified IP cores. Correctly applied, PCH techniques can help consumers to
    defend against many unintentional modifications and malicious alterations of the
    modules they receive. There are numerous published examples of how to use PCH
    to detect any change in the functionality of a circuit, i.e., pairing a PCH approach
    with functional equivalence checking for combinational or sequential circuits.
    For non-functional properties, since opening new covert channels to leak secret
    information from secure circuits is a viable attack vector for hardware trojans,
    i.e., intentionally added malicious circuitry, IFT technique is employed to make
    sure that secret/untrusted information never reaches any unclassified/trusted
    outputs.\r\nThis master thesis aims to explore the possibility of adapting Information
    Flow Tracking into a Proof-Carrying Hardware scenario. It aims to create a method
    that combines Infor- mation Flow Tracking(IFT) with a PCH approach at bitstream
    level enabling consumers to validate the trustworthiness of a module’s information
    flow without the computational costs of a complete flow analysis."
author:
- first_name: Monica
  full_name: Keerthipati, Monica
  last_name: Keerthipati
citation:
  ama: Keerthipati M. <i>A Bitstream-Level Proof-Carrying Hardware Technique for Information
    Flow Tracking</i>. Universität Paderborn; 2019.
  apa: Keerthipati, M. (2019). <i>A Bitstream-Level Proof-Carrying Hardware Technique
    for Information Flow Tracking</i>. Universität Paderborn.
  bibtex: '@book{Keerthipati_2019, title={A Bitstream-Level Proof-Carrying Hardware
    Technique for Information Flow Tracking}, publisher={Universität Paderborn}, author={Keerthipati,
    Monica}, year={2019} }'
  chicago: Keerthipati, Monica. <i>A Bitstream-Level Proof-Carrying Hardware Technique
    for Information Flow Tracking</i>. Universität Paderborn, 2019.
  ieee: M. Keerthipati, <i>A Bitstream-Level Proof-Carrying Hardware Technique for
    Information Flow Tracking</i>. Universität Paderborn, 2019.
  mla: Keerthipati, Monica. <i>A Bitstream-Level Proof-Carrying Hardware Technique
    for Information Flow Tracking</i>. Universität Paderborn, 2019.
  short: M. Keerthipati, A Bitstream-Level Proof-Carrying Hardware Technique for Information
    Flow Tracking, Universität Paderborn, 2019.
date_created: 2020-02-17T12:03:40Z
date_updated: 2022-01-06T06:52:41Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '12'
  name: SFB 901 - Subproject B4
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '1'
  name: SFB 901
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Tobias
  full_name: Wiersema, Tobias
  id: '3118'
  last_name: Wiersema
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: Sybille
  full_name: Hellebrand, Sybille
  id: '209'
  last_name: Hellebrand
  orcid: 0000-0002-3717-3939
title: A Bitstream-Level Proof-Carrying Hardware Technique for Information Flow Tracking
type: mastersthesis
user_id: '477'
year: '2019'
...
---
_id: '15921'
abstract:
- lang: eng
  text: "Ranking plays a central role in a large number of applications driven by
    RDF knowledge graphs. Over the last years, many popular RDF knowledge graphs have
    grown so large that rankings for the facts they contain cannot be computed directly
    using the currently common 64-bit platforms. In this paper, we tackle two problems:\r\nComputing
    ranks on such large knowledge bases efficiently and incrementally. First, we present
    D-HARE, a distributed approach for computing ranks on very large knowledge graphs.
    D-HARE assumes the random surfer model and relies on data partitioning to compute
    matrix multiplications and transpositions on disk for matrices of arbitrary size.
    Moreover, the data partitioning underlying D-HARE allows the execution of most
    of its steps in parallel.\r\nAs very large knowledge graphs are often updated
    periodically, we tackle the incremental computation of ranks on large knowledge
    bases as a second problem. We address this problem by presenting\r\nI-HARE, an
    approximation technique for calculating the overall ranking scores of a knowledge
    without the need to recalculate the ranking from scratch at each new revision.
    We evaluate our approaches by calculating ranks on the 3 × 10^9 and 2.4 × 10^9
    triples from Wikidata resp. LinkedGeoData. Our evaluation demonstrates\r\nthat
    D-HARE is the first holistic approach for computing ranks on very large RDF knowledge
    graphs. In addition, our incremental approach achieves a root mean squared error
    of less than 10E−7 in the best case. Both D-HARE\r\n and I-HARE are open-source
    and are available at: https://github.com/dice-group/incrementalHARE.\r\n"
author:
- first_name: Abdelmoneim Amer
  full_name: Desouki, Abdelmoneim Amer
  last_name: Desouki
- first_name: Michael
  full_name: Röder, Michael
  last_name: Röder
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  last_name: Ngonga Ngomo
citation:
  ama: 'Desouki AA, Röder M, Ngonga Ngomo A-C. Ranking on Very Large Knowledge Graphs.
    In: <i>Proceedings of the 30th ACM Conference on Hypertext and Social Media  -
    HT ’19</i>. ACM; 2019:163-171. doi:<a href="https://doi.org/10.1145/3342220.3343660">10.1145/3342220.3343660</a>'
  apa: Desouki, A. A., Röder, M., &#38; Ngonga Ngomo, A.-C. (2019). Ranking on Very
    Large Knowledge Graphs. In <i>Proceedings of the 30th ACM Conference on Hypertext
    and Social Media  - HT ’19</i> (pp. 163–171). ACM. <a href="https://doi.org/10.1145/3342220.3343660">https://doi.org/10.1145/3342220.3343660</a>
  bibtex: '@inproceedings{Desouki_Röder_Ngonga Ngomo_2019, title={Ranking on Very
    Large Knowledge Graphs}, DOI={<a href="https://doi.org/10.1145/3342220.3343660">10.1145/3342220.3343660</a>},
    booktitle={Proceedings of the 30th ACM Conference on Hypertext and Social Media 
    - HT ’19}, publisher={ACM}, author={Desouki, Abdelmoneim Amer and Röder, Michael
    and Ngonga Ngomo, Axel-Cyrille}, year={2019}, pages={163–171} }'
  chicago: Desouki, Abdelmoneim Amer, Michael Röder, and Axel-Cyrille Ngonga Ngomo.
    “Ranking on Very Large Knowledge Graphs.” In <i>Proceedings of the 30th ACM Conference
    on Hypertext and Social Media  - HT ’19</i>, 163–71. ACM, 2019. <a href="https://doi.org/10.1145/3342220.3343660">https://doi.org/10.1145/3342220.3343660</a>.
  ieee: A. A. Desouki, M. Röder, and A.-C. Ngonga Ngomo, “Ranking on Very Large Knowledge
    Graphs,” in <i>Proceedings of the 30th ACM Conference on Hypertext and Social
    Media  - HT ’19</i>, 2019, pp. 163–171.
  mla: Desouki, Abdelmoneim Amer, et al. “Ranking on Very Large Knowledge Graphs.”
    <i>Proceedings of the 30th ACM Conference on Hypertext and Social Media  - HT
    ’19</i>, ACM, 2019, pp. 163–71, doi:<a href="https://doi.org/10.1145/3342220.3343660">10.1145/3342220.3343660</a>.
  short: 'A.A. Desouki, M. Röder, A.-C. Ngonga Ngomo, in: Proceedings of the 30th
    ACM Conference on Hypertext and Social Media  - HT ’19, ACM, 2019, pp. 163–171.'
conference:
  end_date: 2019-09-20
  name: 30th ACM Conference on Hypertext and Social Media
  start_date: 2019-09-17
date_created: 2020-02-18T16:39:35Z
date_updated: 2022-01-06T06:52:41Z
department:
- _id: '574'
doi: 10.1145/3342220.3343660
keyword:
- Knowledge Graphs
- Ranking
- RDF
language:
- iso: eng
page: 163-171
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the 30th ACM Conference on Hypertext and Social Media  -
  HT '19
publication_identifier:
  isbn:
  - '9781450368858'
publication_status: published
publisher: ACM
status: public
title: Ranking on Very Large Knowledge Graphs
type: conference
user_id: '69382'
year: '2019'
...
---
_id: '14568'
author:
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
- first_name: Yan
  full_name: Scholten, Yan
  last_name: Scholten
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
- first_name: Martin
  full_name: Potthast, Martin
  last_name: Potthast
citation:
  ama: 'Heindorf S, Scholten Y, Engels G, Potthast M. Debiasing Vandalism Detection
    Models at Wikidata (Extended Abstract). In: <i>INFORMATIK</i>. ; 2019:289-290.
    doi:<a href="https://doi.org/10.18420/inf2019_48">10.18420/inf2019_48</a>'
  apa: Heindorf, S., Scholten, Y., Engels, G., &#38; Potthast, M. (2019). Debiasing
    Vandalism Detection Models at Wikidata (Extended Abstract). In <i>INFORMATIK</i>
    (pp. 289–290). <a href="https://doi.org/10.18420/inf2019_48">https://doi.org/10.18420/inf2019_48</a>
  bibtex: '@inproceedings{Heindorf_Scholten_Engels_Potthast_2019, title={Debiasing
    Vandalism Detection Models at Wikidata (Extended Abstract)}, DOI={<a href="https://doi.org/10.18420/inf2019_48">10.18420/inf2019_48</a>},
    booktitle={INFORMATIK}, author={Heindorf, Stefan and Scholten, Yan and Engels,
    Gregor and Potthast, Martin}, year={2019}, pages={289–290} }'
  chicago: Heindorf, Stefan, Yan Scholten, Gregor Engels, and Martin Potthast. “Debiasing
    Vandalism Detection Models at Wikidata (Extended Abstract).” In <i>INFORMATIK</i>,
    289–90, 2019. <a href="https://doi.org/10.18420/inf2019_48">https://doi.org/10.18420/inf2019_48</a>.
  ieee: S. Heindorf, Y. Scholten, G. Engels, and M. Potthast, “Debiasing Vandalism
    Detection Models at Wikidata (Extended Abstract),” in <i>INFORMATIK</i>, 2019,
    pp. 289–290.
  mla: Heindorf, Stefan, et al. “Debiasing Vandalism Detection Models at Wikidata
    (Extended Abstract).” <i>INFORMATIK</i>, 2019, pp. 289–90, doi:<a href="https://doi.org/10.18420/inf2019_48">10.18420/inf2019_48</a>.
  short: 'S. Heindorf, Y. Scholten, G. Engels, M. Potthast, in: INFORMATIK, 2019,
    pp. 289–290.'
date_created: 2019-11-05T15:48:52Z
date_updated: 2022-01-06T06:52:03Z
department:
- _id: '66'
doi: 10.18420/inf2019_48
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://dl.gi.de/bitstream/handle/20.500.12116/24997/paper3_25.pdf
oa: '1'
page: 289-290
publication: INFORMATIK
status: public
title: Debiasing Vandalism Detection Models at Wikidata (Extended Abstract)
type: conference
user_id: '11871'
year: '2019'
...
---
_id: '14817'
article_number: '101975'
author:
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Stefano
  full_name: Basagni, Stefano
  last_name: Basagni
citation:
  ama: Sommer C, Basagni S. Advances and novel applications of mobile wireless networking.
    <i>Ad Hoc Networks</i>. 2019. doi:<a href="https://doi.org/10.1016/j.adhoc.2019.101975">10.1016/j.adhoc.2019.101975</a>
  apa: Sommer, C., &#38; Basagni, S. (2019). Advances and novel applications of mobile
    wireless networking. <i>Ad Hoc Networks</i>. <a href="https://doi.org/10.1016/j.adhoc.2019.101975">https://doi.org/10.1016/j.adhoc.2019.101975</a>
  bibtex: '@article{Sommer_Basagni_2019, title={Advances and novel applications of
    mobile wireless networking}, DOI={<a href="https://doi.org/10.1016/j.adhoc.2019.101975">10.1016/j.adhoc.2019.101975</a>},
    number={101975}, journal={Ad Hoc Networks}, author={Sommer, Christoph and Basagni,
    Stefano}, year={2019} }'
  chicago: Sommer, Christoph, and Stefano Basagni. “Advances and Novel Applications
    of Mobile Wireless Networking.” <i>Ad Hoc Networks</i>, 2019. <a href="https://doi.org/10.1016/j.adhoc.2019.101975">https://doi.org/10.1016/j.adhoc.2019.101975</a>.
  ieee: C. Sommer and S. Basagni, “Advances and novel applications of mobile wireless
    networking,” <i>Ad Hoc Networks</i>, 2019.
  mla: Sommer, Christoph, and Stefano Basagni. “Advances and Novel Applications of
    Mobile Wireless Networking.” <i>Ad Hoc Networks</i>, 101975, 2019, doi:<a href="https://doi.org/10.1016/j.adhoc.2019.101975">10.1016/j.adhoc.2019.101975</a>.
  short: C. Sommer, S. Basagni, Ad Hoc Networks (2019).
date_created: 2019-11-05T18:38:44Z
date_updated: 2022-01-06T06:52:06Z
department:
- _id: '589'
doi: 10.1016/j.adhoc.2019.101975
language:
- iso: eng
publication: Ad Hoc Networks
publication_identifier:
  issn:
  - 1570-8705
publication_status: published
status: public
title: Advances and novel applications of mobile wireless networking
type: journal_article
user_id: '49154'
year: '2019'
...
---
_id: '14819'
author:
- first_name: Julian
  full_name: Heinovski, Julian
  last_name: Heinovski
- first_name: Lukas
  full_name: Stratmann, Lukas
  last_name: Stratmann
- first_name: Dominik S.
  full_name: Buse, Dominik S.
  last_name: Buse
- first_name: Florian
  full_name: Klingler, Florian
  last_name: Klingler
- first_name: Mario
  full_name: Franke, Mario
  last_name: Franke
- first_name: Marie-Christin H.
  full_name: Oczko, Marie-Christin H.
  last_name: Oczko
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Ingrid
  full_name: Scharlau, Ingrid
  last_name: Scharlau
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Heinovski J, Stratmann L, Buse DS, et al. Modeling Cycling Behavior to Improve
    Bicyclists’ Safety at Intersections - A Networking Perspective. In: <i>2019 IEEE
    20th International Symposium on “A World of Wireless, Mobile and Multimedia Networks”
    (WoWMoM)</i>. ; 2019. doi:<a href="https://doi.org/10.1109/wowmom.2019.8793008">10.1109/wowmom.2019.8793008</a>'
  apa: Heinovski, J., Stratmann, L., Buse, D. S., Klingler, F., Franke, M., Oczko,
    M.-C. H., … Dressler, F. (2019). Modeling Cycling Behavior to Improve Bicyclists’
    Safety at Intersections - A Networking Perspective. In <i>2019 IEEE 20th International
    Symposium on “A World of Wireless, Mobile and Multimedia Networks” (WoWMoM)</i>.
    <a href="https://doi.org/10.1109/wowmom.2019.8793008">https://doi.org/10.1109/wowmom.2019.8793008</a>
  bibtex: '@inproceedings{Heinovski_Stratmann_Buse_Klingler_Franke_Oczko_Sommer_Scharlau_Dressler_2019,
    title={Modeling Cycling Behavior to Improve Bicyclists’ Safety at Intersections
    - A Networking Perspective}, DOI={<a href="https://doi.org/10.1109/wowmom.2019.8793008">10.1109/wowmom.2019.8793008</a>},
    booktitle={2019 IEEE 20th International Symposium on “A World of Wireless, Mobile
    and Multimedia Networks” (WoWMoM)}, author={Heinovski, Julian and Stratmann, Lukas
    and Buse, Dominik S. and Klingler, Florian and Franke, Mario and Oczko, Marie-Christin
    H. and Sommer, Christoph and Scharlau, Ingrid and Dressler, Falko}, year={2019}
    }'
  chicago: Heinovski, Julian, Lukas Stratmann, Dominik S. Buse, Florian Klingler,
    Mario Franke, Marie-Christin H. Oczko, Christoph Sommer, Ingrid Scharlau, and
    Falko Dressler. “Modeling Cycling Behavior to Improve Bicyclists’ Safety at Intersections
    - A Networking Perspective.” In <i>2019 IEEE 20th International Symposium on “A
    World of Wireless, Mobile and Multimedia Networks” (WoWMoM)</i>, 2019. <a href="https://doi.org/10.1109/wowmom.2019.8793008">https://doi.org/10.1109/wowmom.2019.8793008</a>.
  ieee: J. Heinovski <i>et al.</i>, “Modeling Cycling Behavior to Improve Bicyclists’
    Safety at Intersections - A Networking Perspective,” in <i>2019 IEEE 20th International
    Symposium on “A World of Wireless, Mobile and Multimedia Networks” (WoWMoM)</i>,
    2019.
  mla: Heinovski, Julian, et al. “Modeling Cycling Behavior to Improve Bicyclists’
    Safety at Intersections - A Networking Perspective.” <i>2019 IEEE 20th International
    Symposium on “A World of Wireless, Mobile and Multimedia Networks” (WoWMoM)</i>,
    2019, doi:<a href="https://doi.org/10.1109/wowmom.2019.8793008">10.1109/wowmom.2019.8793008</a>.
  short: 'J. Heinovski, L. Stratmann, D.S. Buse, F. Klingler, M. Franke, M.-C.H. Oczko,
    C. Sommer, I. Scharlau, F. Dressler, in: 2019 IEEE 20th International Symposium
    on “A World of Wireless, Mobile and Multimedia Networks” (WoWMoM), 2019.'
date_created: 2019-11-05T18:38:48Z
date_updated: 2022-01-06T06:52:06Z
department:
- _id: '589'
doi: 10.1109/wowmom.2019.8793008
language:
- iso: eng
publication: 2019 IEEE 20th International Symposium on "A World of Wireless, Mobile
  and Multimedia Networks" (WoWMoM)
publication_identifier:
  isbn:
  - '9781728102702'
publication_status: published
status: public
title: Modeling Cycling Behavior to Improve Bicyclists' Safety at Intersections -
  A Networking Perspective
type: conference
user_id: '49154'
year: '2019'
...
---
_id: '14829'
citation:
  ama: Scheideler C, Berenbrink P, eds. <i>The 31st ACM Symposium on Parallelism in
    Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019</i>.
    ACM; 2019. doi:<a href="https://doi.org/10.1145/3323165">10.1145/3323165</a>
  apa: Scheideler, C., &#38; Berenbrink, P. (Eds.). (2019). <i>The 31st ACM Symposium
    on Parallelism in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June
    22-24, 2019</i>. ACM. <a href="https://doi.org/10.1145/3323165">https://doi.org/10.1145/3323165</a>
  bibtex: '@book{Scheideler_Berenbrink_2019, title={The 31st ACM Symposium on Parallelism
    in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019},
    DOI={<a href="https://doi.org/10.1145/3323165">10.1145/3323165</a>}, publisher={ACM},
    year={2019} }'
  chicago: Scheideler, Christian, and Petra Berenbrink, eds. <i>The 31st ACM Symposium
    on Parallelism in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June
    22-24, 2019</i>. ACM, 2019. <a href="https://doi.org/10.1145/3323165">https://doi.org/10.1145/3323165</a>.
  ieee: C. Scheideler and P. Berenbrink, Eds., <i>The 31st ACM Symposium on Parallelism
    in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019</i>.
    ACM, 2019.
  mla: Scheideler, Christian, and Petra Berenbrink, editors. <i>The 31st ACM Symposium
    on Parallelism in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June
    22-24, 2019</i>. ACM, 2019, doi:<a href="https://doi.org/10.1145/3323165">10.1145/3323165</a>.
  short: C. Scheideler, P. Berenbrink, eds., The 31st ACM Symposium on Parallelism
    in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019,
    ACM, 2019.
date_created: 2019-11-06T10:43:41Z
date_updated: 2022-01-06T06:52:07Z
department:
- _id: '79'
doi: 10.1145/3323165
editor:
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
- first_name: Petra
  full_name: Berenbrink, Petra
  last_name: Berenbrink
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '5'
  name: SFB 901 - Subproject A1
publication_identifier:
  isbn:
  - 978-1-4503-6184-2
publisher: ACM
status: public
title: The 31st ACM Symposium on Parallelism in Algorithms and Architectures, SPAA
  2019, Phoenix, AZ, USA, June 22-24, 2019
type: conference_editor
user_id: '477'
year: '2019'
...
---
_id: '14830'
author:
- first_name: Robert
  full_name: Gmyr, Robert
  last_name: Gmyr
- first_name: Jonas
  full_name: Lefevre, Jonas
  last_name: Lefevre
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
citation:
  ama: Gmyr R, Lefevre J, Scheideler C. Self-Stabilizing Metric Graphs. <i>Theory
    Comput Syst</i>. 2019;63(2):177-199. doi:<a href="https://doi.org/10.1007/s00224-017-9823-4">10.1007/s00224-017-9823-4</a>
  apa: Gmyr, R., Lefevre, J., &#38; Scheideler, C. (2019). Self-Stabilizing Metric
    Graphs. <i>Theory Comput. Syst.</i>, <i>63</i>(2), 177–199. <a href="https://doi.org/10.1007/s00224-017-9823-4">https://doi.org/10.1007/s00224-017-9823-4</a>
  bibtex: '@article{Gmyr_Lefevre_Scheideler_2019, title={Self-Stabilizing Metric Graphs},
    volume={63}, DOI={<a href="https://doi.org/10.1007/s00224-017-9823-4">10.1007/s00224-017-9823-4</a>},
    number={2}, journal={Theory Comput. Syst.}, author={Gmyr, Robert and Lefevre,
    Jonas and Scheideler, Christian}, year={2019}, pages={177–199} }'
  chicago: 'Gmyr, Robert, Jonas Lefevre, and Christian Scheideler. “Self-Stabilizing
    Metric Graphs.” <i>Theory Comput. Syst.</i> 63, no. 2 (2019): 177–99. <a href="https://doi.org/10.1007/s00224-017-9823-4">https://doi.org/10.1007/s00224-017-9823-4</a>.'
  ieee: R. Gmyr, J. Lefevre, and C. Scheideler, “Self-Stabilizing Metric Graphs,”
    <i>Theory Comput. Syst.</i>, vol. 63, no. 2, pp. 177–199, 2019.
  mla: Gmyr, Robert, et al. “Self-Stabilizing Metric Graphs.” <i>Theory Comput. Syst.</i>,
    vol. 63, no. 2, 2019, pp. 177–99, doi:<a href="https://doi.org/10.1007/s00224-017-9823-4">10.1007/s00224-017-9823-4</a>.
  short: R. Gmyr, J. Lefevre, C. Scheideler, Theory Comput. Syst. 63 (2019) 177–199.
date_created: 2019-11-06T10:54:58Z
date_updated: 2022-01-06T06:52:07Z
department:
- _id: '79'
doi: 10.1007/s00224-017-9823-4
intvolume: '        63'
issue: '2'
language:
- iso: eng
page: 177-199
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '13'
  name: SFB 901 - Subproject C1
publication: Theory Comput. Syst.
status: public
title: Self-Stabilizing Metric Graphs
type: journal_article
user_id: '15504'
volume: 63
year: '2019'
...
---
_id: '14831'
author:
- first_name: Nithin S.
  full_name: Sabu, Nithin S.
  last_name: Sabu
citation:
  ama: Sabu NS. <i>FPGA Acceleration of String Search Techniques in Huge Data Sets</i>.
    Paderborn University; 2019.
  apa: Sabu, N. S. (2019). <i>FPGA Acceleration of String Search Techniques in Huge
    Data Sets</i>. Paderborn University.
  bibtex: '@book{Sabu_2019, title={FPGA Acceleration of String Search Techniques in
    Huge Data Sets}, publisher={Paderborn University}, author={Sabu, Nithin S.}, year={2019}
    }'
  chicago: Sabu, Nithin S. <i>FPGA Acceleration of String Search Techniques in Huge
    Data Sets</i>. Paderborn University, 2019.
  ieee: N. S. Sabu, <i>FPGA Acceleration of String Search Techniques in Huge Data
    Sets</i>. Paderborn University, 2019.
  mla: Sabu, Nithin S. <i>FPGA Acceleration of String Search Techniques in Huge Data
    Sets</i>. Paderborn University, 2019.
  short: N.S. Sabu, FPGA Acceleration of String Search Techniques in Huge Data Sets,
    Paderborn University, 2019.
date_created: 2019-11-06T12:06:09Z
date_updated: 2022-01-06T06:52:07Z
department:
- _id: '78'
language:
- iso: eng
publisher: Paderborn University
status: public
supervisor:
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: Stefan
  full_name: Böttcher, Stefan
  last_name: Böttcher
- first_name: Tobias
  full_name: Wiersema, Tobias
  id: '3118'
  last_name: Wiersema
title: FPGA Acceleration of String Search Techniques in Huge Data Sets
type: mastersthesis
user_id: '3118'
year: '2019'
...
---
_id: '14849'
author:
- first_name: Gavin Francis
  full_name: Vaz, Gavin Francis
  id: '30332'
  last_name: Vaz
citation:
  ama: Vaz GF. <i>Using Just-in-Time Code Generation to Transparently Accelerate Applications
    in Heterogeneous Systems</i>. Universität Paderborn; 2019.
  apa: Vaz, G. F. (2019). <i>Using Just-in-Time Code Generation to Transparently Accelerate
    Applications in Heterogeneous Systems</i>. Universität Paderborn.
  bibtex: '@book{Vaz_2019, title={Using Just-in-Time Code Generation to Transparently
    Accelerate Applications in Heterogeneous Systems}, publisher={Universität Paderborn},
    author={Vaz, Gavin Francis}, year={2019} }'
  chicago: Vaz, Gavin Francis. <i>Using Just-in-Time Code Generation to Transparently
    Accelerate Applications in Heterogeneous Systems</i>. Universität Paderborn, 2019.
  ieee: G. F. Vaz, <i>Using Just-in-Time Code Generation to Transparently Accelerate
    Applications in Heterogeneous Systems</i>. Universität Paderborn, 2019.
  mla: Vaz, Gavin Francis. <i>Using Just-in-Time Code Generation to Transparently
    Accelerate Applications in Heterogeneous Systems</i>. Universität Paderborn, 2019.
  short: G.F. Vaz, Using Just-in-Time Code Generation to Transparently Accelerate
    Applications in Heterogeneous Systems, Universität Paderborn, 2019.
date_created: 2019-11-07T14:13:54Z
date_updated: 2022-01-06T06:52:08Z
ddc:
- '040'
department:
- _id: '518'
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2019-11-07T14:13:14Z
  date_updated: 2019-11-07T14:13:14Z
  file_id: '14850'
  file_name: PhDThesis_GavinVaz_2019-07-11.pdf
  file_size: 1462659
  relation: main_file
  success: 1
file_date_updated: 2019-11-07T14:13:14Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '14'
  name: SFB 901 - Subproject C2
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
title: Using Just-in-Time Code Generation to Transparently Accelerate Applications
  in Heterogeneous Systems
type: dissertation
user_id: '477'
year: '2019'
...
---
_id: '14851'
author:
- first_name: Alexander
  full_name: Mäcker, Alexander
  id: '13536'
  last_name: Mäcker
citation:
  ama: Mäcker A. <i>On Scheduling with Setup Times</i>. Universität Paderborn; 2019.
    doi:<a href="https://doi.org/10.17619/UNIPB/1-828">10.17619/UNIPB/1-828</a>
  apa: Mäcker, A. (2019). <i>On Scheduling with Setup Times</i>. Universität Paderborn.
    <a href="https://doi.org/10.17619/UNIPB/1-828">https://doi.org/10.17619/UNIPB/1-828</a>
  bibtex: '@book{Mäcker_2019, place={Universität Paderborn}, title={On Scheduling
    with Setup Times}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-828">10.17619/UNIPB/1-828</a>},
    author={Mäcker, Alexander}, year={2019} }'
  chicago: Mäcker, Alexander. <i>On Scheduling with Setup Times</i>. Universität Paderborn,
    2019. <a href="https://doi.org/10.17619/UNIPB/1-828">https://doi.org/10.17619/UNIPB/1-828</a>.
  ieee: A. Mäcker, <i>On Scheduling with Setup Times</i>. Universität Paderborn, 2019.
  mla: Mäcker, Alexander. <i>On Scheduling with Setup Times</i>. 2019, doi:<a href="https://doi.org/10.17619/UNIPB/1-828">10.17619/UNIPB/1-828</a>.
  short: A. Mäcker, On Scheduling with Setup Times, Universität Paderborn, 2019.
date_created: 2019-11-07T14:17:05Z
date_updated: 2022-01-06T06:52:08Z
ddc:
- '000'
department:
- _id: '63'
doi: 10.17619/UNIPB/1-828
language:
- iso: eng
place: Universität Paderborn
project:
- _id: '1'
  name: SFB 901
- _id: '16'
  name: SFB 901 - Subproject C4
- _id: '4'
  name: SFB 901 - Project Area C
related_material:
  link:
  - relation: confirmation
    url: https://doi.org/10.17619/UNIPB/1-828
status: public
supervisor:
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
title: On Scheduling with Setup Times
type: dissertation
user_id: '15415'
year: '2019'
...
---
_id: '14896'
author:
- first_name: Andreas
  full_name: Dann, Andreas
  last_name: Dann
- first_name: Ben
  full_name: Hermann, Ben
  id: '66173'
  last_name: Hermann
  orcid: 0000-0001-9848-2017
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
citation:
  ama: 'Dann A, Hermann B, Bodden E. ModGuard: Identifying Integrity &#38;Confidentiality
    Violations in Java Modules. <i>IEEE Transactions on Software Engineering</i>.
    Published online 2019:1-1. doi:<a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>'
  apa: 'Dann, A., Hermann, B., &#38; Bodden, E. (2019). ModGuard: Identifying Integrity
    &#38;Confidentiality Violations in Java Modules. <i>IEEE Transactions on Software
    Engineering</i>, 1–1. <a href="https://doi.org/10.1109/tse.2019.2931331">https://doi.org/10.1109/tse.2019.2931331</a>'
  bibtex: '@article{Dann_Hermann_Bodden_2019, title={ModGuard: Identifying Integrity
    &#38;Confidentiality Violations in Java Modules}, DOI={<a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>},
    journal={IEEE Transactions on Software Engineering}, author={Dann, Andreas and
    Hermann, Ben and Bodden, Eric}, year={2019}, pages={1–1} }'
  chicago: 'Dann, Andreas, Ben Hermann, and Eric Bodden. “ModGuard: Identifying Integrity
    &#38;Confidentiality Violations in Java Modules.” <i>IEEE Transactions on Software
    Engineering</i>, 2019, 1–1. <a href="https://doi.org/10.1109/tse.2019.2931331">https://doi.org/10.1109/tse.2019.2931331</a>.'
  ieee: 'A. Dann, B. Hermann, and E. Bodden, “ModGuard: Identifying Integrity &#38;Confidentiality
    Violations in Java Modules,” <i>IEEE Transactions on Software Engineering</i>,
    pp. 1–1, 2019, doi: <a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>.'
  mla: 'Dann, Andreas, et al. “ModGuard: Identifying Integrity &#38;Confidentiality
    Violations in Java Modules.” <i>IEEE Transactions on Software Engineering</i>,
    2019, pp. 1–1, doi:<a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>.'
  short: A. Dann, B. Hermann, E. Bodden, IEEE Transactions on Software Engineering
    (2019) 1–1.
date_created: 2019-11-12T12:20:56Z
date_updated: 2022-01-06T06:52:10Z
department:
- _id: '76'
- _id: '34'
- _id: '26'
doi: 10.1109/tse.2019.2931331
language:
- iso: eng
page: 1-1
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '12'
  name: SFB 901 - Subproject B4
publication: IEEE Transactions on Software Engineering
publication_identifier:
  issn:
  - 0098-5589
  - 1939-3520
  - 2326-3881
publication_status: published
status: public
title: 'ModGuard: Identifying Integrity &Confidentiality Violations in Java Modules'
type: journal_article
user_id: '5786'
year: '2019'
...
---
_id: '14897'
author:
- first_name: Andreas
  full_name: Dann, Andreas
  last_name: Dann
- first_name: Ben
  full_name: Hermann, Ben
  id: '66173'
  last_name: Hermann
  orcid: 0000-0001-9848-2017
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
citation:
  ama: 'Dann A, Hermann B, Bodden E. SootDiff: bytecode comparison across different
    Java compilers. In: <i>Proceedings of the 8th ACM SIGPLAN International Workshop
    on State Of the Art in Program Analysis  - SOAP 2019</i>. ; 2019. doi:<a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>'
  apa: 'Dann, A., Hermann, B., &#38; Bodden, E. (2019). SootDiff: bytecode comparison
    across different Java compilers. <i>Proceedings of the 8th ACM SIGPLAN International
    Workshop on State Of the Art in Program Analysis  - SOAP 2019</i>. <a href="https://doi.org/10.1145/3315568.3329966">https://doi.org/10.1145/3315568.3329966</a>'
  bibtex: '@inproceedings{Dann_Hermann_Bodden_2019, title={SootDiff: bytecode comparison
    across different Java compilers}, DOI={<a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>},
    booktitle={Proceedings of the 8th ACM SIGPLAN International Workshop on State
    Of the Art in Program Analysis  - SOAP 2019}, author={Dann, Andreas and Hermann,
    Ben and Bodden, Eric}, year={2019} }'
  chicago: 'Dann, Andreas, Ben Hermann, and Eric Bodden. “SootDiff: Bytecode Comparison
    across Different Java Compilers.” In <i>Proceedings of the 8th ACM SIGPLAN International
    Workshop on State Of the Art in Program Analysis  - SOAP 2019</i>, 2019. <a href="https://doi.org/10.1145/3315568.3329966">https://doi.org/10.1145/3315568.3329966</a>.'
  ieee: 'A. Dann, B. Hermann, and E. Bodden, “SootDiff: bytecode comparison across
    different Java compilers,” 2019, doi: <a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>.'
  mla: 'Dann, Andreas, et al. “SootDiff: Bytecode Comparison across Different Java
    Compilers.” <i>Proceedings of the 8th ACM SIGPLAN International Workshop on State
    Of the Art in Program Analysis  - SOAP 2019</i>, 2019, doi:<a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>.'
  short: 'A. Dann, B. Hermann, E. Bodden, in: Proceedings of the 8th ACM SIGPLAN International
    Workshop on State Of the Art in Program Analysis  - SOAP 2019, 2019.'
date_created: 2019-11-12T12:21:11Z
date_updated: 2022-01-06T06:52:10Z
department:
- _id: '76'
- _id: '34'
- _id: '26'
doi: 10.1145/3315568.3329966
language:
- iso: eng
main_file_link:
- url: https://thewhitespace.de/publications/dhb19-sootdiff.pdf
publication: Proceedings of the 8th ACM SIGPLAN International Workshop on State Of
  the Art in Program Analysis  - SOAP 2019
publication_identifier:
  isbn:
  - '9781450367202'
publication_status: published
status: public
title: 'SootDiff: bytecode comparison across different Java compilers'
type: conference
user_id: '5786'
year: '2019'
...
---
_id: '14899'
author:
- first_name: Stefan
  full_name: Kruger, Stefan
  last_name: Kruger
- first_name: Ben
  full_name: Hermann, Ben
  id: '66173'
  last_name: Hermann
  orcid: 0000-0001-9848-2017
citation:
  ama: 'Kruger S, Hermann B. Can an Online Service Predict Gender? On the State-of-the-Art
    in Gender Identification from Texts. In: <i>2019 IEEE/ACM 2nd International Workshop
    on Gender Equality in Software Engineering (GE)</i>. ; 2019. doi:<a href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>'
  apa: Kruger, S., &#38; Hermann, B. (2019). Can an Online Service Predict Gender?
    On the State-of-the-Art in Gender Identification from Texts. <i>2019 IEEE/ACM
    2nd International Workshop on Gender Equality in Software Engineering (GE)</i>.
    <a href="https://doi.org/10.1109/ge.2019.00012">https://doi.org/10.1109/ge.2019.00012</a>
  bibtex: '@inproceedings{Kruger_Hermann_2019, title={Can an Online Service Predict
    Gender? On the State-of-the-Art in Gender Identification from Texts}, DOI={<a
    href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>}, booktitle={2019
    IEEE/ACM 2nd International Workshop on Gender Equality in Software Engineering
    (GE)}, author={Kruger, Stefan and Hermann, Ben}, year={2019} }'
  chicago: Kruger, Stefan, and Ben Hermann. “Can an Online Service Predict Gender?
    On the State-of-the-Art in Gender Identification from Texts.” In <i>2019 IEEE/ACM
    2nd International Workshop on Gender Equality in Software Engineering (GE)</i>,
    2019. <a href="https://doi.org/10.1109/ge.2019.00012">https://doi.org/10.1109/ge.2019.00012</a>.
  ieee: 'S. Kruger and B. Hermann, “Can an Online Service Predict Gender? On the State-of-the-Art
    in Gender Identification from Texts,” 2019, doi: <a href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>.'
  mla: Kruger, Stefan, and Ben Hermann. “Can an Online Service Predict Gender? On
    the State-of-the-Art in Gender Identification from Texts.” <i>2019 IEEE/ACM 2nd
    International Workshop on Gender Equality in Software Engineering (GE)</i>, 2019,
    doi:<a href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>.
  short: 'S. Kruger, B. Hermann, in: 2019 IEEE/ACM 2nd International Workshop on Gender
    Equality in Software Engineering (GE), 2019.'
date_created: 2019-11-12T12:22:48Z
date_updated: 2022-01-06T06:52:10Z
department:
- _id: '76'
- _id: '34'
- _id: '26'
doi: 10.1109/ge.2019.00012
language:
- iso: eng
publication: 2019 IEEE/ACM 2nd International Workshop on Gender Equality in Software
  Engineering (GE)
publication_identifier:
  isbn:
  - '9781728122458'
publication_status: published
status: public
title: Can an Online Service Predict Gender? On the State-of-the-Art in Gender Identification
  from Texts
type: conference
user_id: '5786'
year: '2019'
...
---
_id: '15001'
author:
- first_name: Ines
  full_name: Couso, Ines
  last_name: Couso
- first_name: Christian
  full_name: Borgelt, Christian
  last_name: Borgelt
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Rudolf
  full_name: Kruse, Rudolf
  last_name: Kruse
citation:
  ama: 'Couso I, Borgelt C, Hüllermeier E, Kruse R. Fuzzy Sets in Data Analysis: From
    Statistical Foundations to Machine Learning. <i>IEEE Computational Intelligence
    Magazine</i>. 2019:31-44. doi:<a href="https://doi.org/10.1109/mci.2018.2881642">10.1109/mci.2018.2881642</a>'
  apa: 'Couso, I., Borgelt, C., Hüllermeier, E., &#38; Kruse, R. (2019). Fuzzy Sets
    in Data Analysis: From Statistical Foundations to Machine Learning. <i>IEEE Computational
    Intelligence Magazine</i>, 31–44. <a href="https://doi.org/10.1109/mci.2018.2881642">https://doi.org/10.1109/mci.2018.2881642</a>'
  bibtex: '@article{Couso_Borgelt_Hüllermeier_Kruse_2019, title={Fuzzy Sets in Data
    Analysis: From Statistical Foundations to Machine Learning}, DOI={<a href="https://doi.org/10.1109/mci.2018.2881642">10.1109/mci.2018.2881642</a>},
    journal={IEEE Computational Intelligence Magazine}, author={Couso, Ines and Borgelt,
    Christian and Hüllermeier, Eyke and Kruse, Rudolf}, year={2019}, pages={31–44}
    }'
  chicago: 'Couso, Ines, Christian Borgelt, Eyke Hüllermeier, and Rudolf Kruse. “Fuzzy
    Sets in Data Analysis: From Statistical Foundations to Machine Learning.” <i>IEEE
    Computational Intelligence Magazine</i>, 2019, 31–44. <a href="https://doi.org/10.1109/mci.2018.2881642">https://doi.org/10.1109/mci.2018.2881642</a>.'
  ieee: 'I. Couso, C. Borgelt, E. Hüllermeier, and R. Kruse, “Fuzzy Sets in Data Analysis:
    From Statistical Foundations to Machine Learning,” <i>IEEE Computational Intelligence
    Magazine</i>, pp. 31–44, 2019.'
  mla: 'Couso, Ines, et al. “Fuzzy Sets in Data Analysis: From Statistical Foundations
    to Machine Learning.” <i>IEEE Computational Intelligence Magazine</i>, 2019, pp.
    31–44, doi:<a href="https://doi.org/10.1109/mci.2018.2881642">10.1109/mci.2018.2881642</a>.'
  short: I. Couso, C. Borgelt, E. Hüllermeier, R. Kruse, IEEE Computational Intelligence
    Magazine (2019) 31–44.
date_created: 2019-11-15T10:11:37Z
date_updated: 2022-01-06T06:52:13Z
department:
- _id: '34'
- _id: '355'
doi: 10.1109/mci.2018.2881642
language:
- iso: eng
page: 31-44
publication: IEEE Computational Intelligence Magazine
publication_identifier:
  issn:
  - 1556-603X
  - 1556-6048
publication_status: published
status: public
title: 'Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning'
type: journal_article
user_id: '315'
year: '2019'
...
---
_id: '15002'
abstract:
- lang: eng
  text: Many problem settings in machine learning are concerned with the simultaneous
    prediction of multiple target variables of diverse type. Amongst others, such
    problem settings arise in multivariate regression, multi-label classification,
    multi-task learning, dyadic prediction, zero-shot learning, network inference,
    and matrix completion. These subfields of machine learning are typically studied
    in isolation, without highlighting or exploring important relationships. In this
    paper, we present a unifying view on what we call multi-target prediction (MTP)
    problems and methods. First, we formally discuss commonalities and differences
    between existing MTP problems. To this end, we introduce a general framework that
    covers the above subfields as special cases. As a second contribution, we provide
    a structured overview of MTP methods. This is accomplished by identifying a number
    of key properties, which distinguish such methods and determine their suitability
    for different types of problems. Finally, we also discuss a few challenges for
    future research.
author:
- first_name: Willem
  full_name: Waegeman, Willem
  last_name: Waegeman
- first_name: Krzysztof
  full_name: Dembczynski, Krzysztof
  last_name: Dembczynski
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Waegeman W, Dembczynski K, Hüllermeier E. Multi-target prediction: a unifying
    view on problems and methods. <i>Data Mining and Knowledge Discovery</i>. 2019;33(2):293-324.
    doi:<a href="https://doi.org/10.1007/s10618-018-0595-5">10.1007/s10618-018-0595-5</a>'
  apa: 'Waegeman, W., Dembczynski, K., &#38; Hüllermeier, E. (2019). Multi-target
    prediction: a unifying view on problems and methods. <i>Data Mining and Knowledge
    Discovery</i>, <i>33</i>(2), 293–324. <a href="https://doi.org/10.1007/s10618-018-0595-5">https://doi.org/10.1007/s10618-018-0595-5</a>'
  bibtex: '@article{Waegeman_Dembczynski_Hüllermeier_2019, title={Multi-target prediction:
    a unifying view on problems and methods}, volume={33}, DOI={<a href="https://doi.org/10.1007/s10618-018-0595-5">10.1007/s10618-018-0595-5</a>},
    number={2}, journal={Data Mining and Knowledge Discovery}, author={Waegeman, Willem
    and Dembczynski, Krzysztof and Hüllermeier, Eyke}, year={2019}, pages={293–324}
    }'
  chicago: 'Waegeman, Willem, Krzysztof Dembczynski, and Eyke Hüllermeier. “Multi-Target
    Prediction: A Unifying View on Problems and Methods.” <i>Data Mining and Knowledge
    Discovery</i> 33, no. 2 (2019): 293–324. <a href="https://doi.org/10.1007/s10618-018-0595-5">https://doi.org/10.1007/s10618-018-0595-5</a>.'
  ieee: 'W. Waegeman, K. Dembczynski, and E. Hüllermeier, “Multi-target prediction:
    a unifying view on problems and methods,” <i>Data Mining and Knowledge Discovery</i>,
    vol. 33, no. 2, pp. 293–324, 2019.'
  mla: 'Waegeman, Willem, et al. “Multi-Target Prediction: A Unifying View on Problems
    and Methods.” <i>Data Mining and Knowledge Discovery</i>, vol. 33, no. 2, 2019,
    pp. 293–324, doi:<a href="https://doi.org/10.1007/s10618-018-0595-5">10.1007/s10618-018-0595-5</a>.'
  short: W. Waegeman, K. Dembczynski, E. Hüllermeier, Data Mining and Knowledge Discovery
    33 (2019) 293–324.
date_created: 2019-11-15T10:16:34Z
date_updated: 2022-01-06T06:52:14Z
ddc:
- '000'
department:
- _id: '34'
- _id: '355'
doi: 10.1007/s10618-018-0595-5
file:
- access_level: open_access
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  creator: lettmann
  date_created: 2020-02-28T12:43:39Z
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intvolume: '        33'
issue: '2'
language:
- iso: eng
oa: '1'
page: 293-324
publication: Data Mining and Knowledge Discovery
publication_identifier:
  issn:
  - 1573-756X
status: public
title: 'Multi-target prediction: a unifying view on problems and methods'
type: journal_article
user_id: '315'
volume: 33
year: '2019'
...
---
_id: '15003'
author:
- first_name: Thomas
  full_name: Mortier, Thomas
  last_name: Mortier
- first_name: Marek
  full_name: Wydmuch, Marek
  last_name: Wydmuch
- first_name: Krzysztof
  full_name: Dembczynski, Krzysztof
  last_name: Dembczynski
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: Willem
  full_name: Waegeman, Willem
  last_name: Waegeman
citation:
  ama: 'Mortier T, Wydmuch M, Dembczynski K, Hüllermeier E, Waegeman W. Set-Valued
    Prediction in Multi-Class Classification. In: <i>Proceedings of the 31st Benelux
    Conference on Artificial Intelligence {(BNAIC} 2019) and the 28th Belgian Dutch
    Conference on Machine Learning (Benelearn 2019), Brussels, Belgium, November 6-8,
    2019</i>. ; 2019.'
  apa: Mortier, T., Wydmuch, M., Dembczynski, K., Hüllermeier, E., &#38; Waegeman,
    W. (2019). Set-Valued Prediction in Multi-Class Classification. In <i>Proceedings
    of the 31st Benelux Conference on Artificial Intelligence {(BNAIC} 2019) and the
    28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), Brussels,
    Belgium, November 6-8, 2019</i>.
  bibtex: '@inproceedings{Mortier_Wydmuch_Dembczynski_Hüllermeier_Waegeman_2019, title={Set-Valued
    Prediction in Multi-Class Classification}, booktitle={Proceedings of the 31st
    Benelux Conference on Artificial Intelligence {(BNAIC} 2019) and the 28th Belgian
    Dutch Conference on Machine Learning (Benelearn 2019), Brussels, Belgium, November
    6-8, 2019}, author={Mortier, Thomas and Wydmuch, Marek and Dembczynski, Krzysztof
    and Hüllermeier, Eyke and Waegeman, Willem}, year={2019} }'
  chicago: Mortier, Thomas, Marek Wydmuch, Krzysztof Dembczynski, Eyke Hüllermeier,
    and Willem Waegeman. “Set-Valued Prediction in Multi-Class Classification.” In
    <i>Proceedings of the 31st Benelux Conference on Artificial Intelligence {(BNAIC}
    2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019),
    Brussels, Belgium, November 6-8, 2019</i>, 2019.
  ieee: T. Mortier, M. Wydmuch, K. Dembczynski, E. Hüllermeier, and W. Waegeman, “Set-Valued
    Prediction in Multi-Class Classification,” in <i>Proceedings of the 31st Benelux
    Conference on Artificial Intelligence {(BNAIC} 2019) and the 28th Belgian Dutch
    Conference on Machine Learning (Benelearn 2019), Brussels, Belgium, November 6-8,
    2019</i>, 2019.
  mla: Mortier, Thomas, et al. “Set-Valued Prediction in Multi-Class Classification.”
    <i>Proceedings of the 31st Benelux Conference on Artificial Intelligence {(BNAIC}
    2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019),
    Brussels, Belgium, November 6-8, 2019</i>, 2019.
  short: 'T. Mortier, M. Wydmuch, K. Dembczynski, E. Hüllermeier, W. Waegeman, in:
    Proceedings of the 31st Benelux Conference on Artificial Intelligence {(BNAIC}
    2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019),
    Brussels, Belgium, November 6-8, 2019, 2019.'
date_created: 2019-11-15T10:20:55Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
language:
- iso: eng
publication: Proceedings of the 31st Benelux Conference on Artificial Intelligence
  {(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn
  2019), Brussels, Belgium, November 6-8, 2019
status: public
title: Set-Valued Prediction in Multi-Class Classification
type: conference
user_id: '315'
year: '2019'
...
---
_id: '15004'
author:
- first_name: Mohsen
  full_name: Ahmadi Fahandar, Mohsen
  id: '59547'
  last_name: Ahmadi Fahandar
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Ahmadi Fahandar M, Hüllermeier E. Feature Selection for Analogy-Based Learning
    to Rank. In: <i>Discovery Science</i>. Cham; 2019. doi:<a href="https://doi.org/10.1007/978-3-030-33778-0_22">10.1007/978-3-030-33778-0_22</a>'
  apa: Ahmadi Fahandar, M., &#38; Hüllermeier, E. (2019). Feature Selection for Analogy-Based
    Learning to Rank. In <i>Discovery Science</i>. Cham. <a href="https://doi.org/10.1007/978-3-030-33778-0_22">https://doi.org/10.1007/978-3-030-33778-0_22</a>
  bibtex: '@inbook{Ahmadi Fahandar_Hüllermeier_2019, place={Cham}, title={Feature
    Selection for Analogy-Based Learning to Rank}, DOI={<a href="https://doi.org/10.1007/978-3-030-33778-0_22">10.1007/978-3-030-33778-0_22</a>},
    booktitle={Discovery Science}, author={Ahmadi Fahandar, Mohsen and Hüllermeier,
    Eyke}, year={2019} }'
  chicago: Ahmadi Fahandar, Mohsen, and Eyke Hüllermeier. “Feature Selection for Analogy-Based
    Learning to Rank.” In <i>Discovery Science</i>. Cham, 2019. <a href="https://doi.org/10.1007/978-3-030-33778-0_22">https://doi.org/10.1007/978-3-030-33778-0_22</a>.
  ieee: M. Ahmadi Fahandar and E. Hüllermeier, “Feature Selection for Analogy-Based
    Learning to Rank,” in <i>Discovery Science</i>, Cham, 2019.
  mla: Ahmadi Fahandar, Mohsen, and Eyke Hüllermeier. “Feature Selection for Analogy-Based
    Learning to Rank.” <i>Discovery Science</i>, 2019, doi:<a href="https://doi.org/10.1007/978-3-030-33778-0_22">10.1007/978-3-030-33778-0_22</a>.
  short: 'M. Ahmadi Fahandar, E. Hüllermeier, in: Discovery Science, Cham, 2019.'
date_created: 2019-11-15T10:24:45Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
doi: 10.1007/978-3-030-33778-0_22
language:
- iso: eng
place: Cham
publication: Discovery Science
publication_identifier:
  isbn:
  - '9783030337773'
  - '9783030337780'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: Feature Selection for Analogy-Based Learning to Rank
type: book_chapter
user_id: '315'
year: '2019'
...
---
_id: '15005'
author:
- first_name: Mohsen
  full_name: Ahmadi Fahandar, Mohsen
  id: '59547'
  last_name: Ahmadi Fahandar
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Ahmadi Fahandar M, Hüllermeier E. Analogy-Based Preference Learning with Kernels.
    In: <i>KI 2019: Advances in Artificial Intelligence</i>. Cham; 2019. doi:<a href="https://doi.org/10.1007/978-3-030-30179-8_3">10.1007/978-3-030-30179-8_3</a>'
  apa: 'Ahmadi Fahandar, M., &#38; Hüllermeier, E. (2019). Analogy-Based Preference
    Learning with Kernels. In <i>KI 2019: Advances in Artificial Intelligence</i>.
    Cham. <a href="https://doi.org/10.1007/978-3-030-30179-8_3">https://doi.org/10.1007/978-3-030-30179-8_3</a>'
  bibtex: '@inbook{Ahmadi Fahandar_Hüllermeier_2019, place={Cham}, title={Analogy-Based
    Preference Learning with Kernels}, DOI={<a href="https://doi.org/10.1007/978-3-030-30179-8_3">10.1007/978-3-030-30179-8_3</a>},
    booktitle={KI 2019: Advances in Artificial Intelligence}, author={Ahmadi Fahandar,
    Mohsen and Hüllermeier, Eyke}, year={2019} }'
  chicago: 'Ahmadi Fahandar, Mohsen, and Eyke Hüllermeier. “Analogy-Based Preference
    Learning with Kernels.” In <i>KI 2019: Advances in Artificial Intelligence</i>.
    Cham, 2019. <a href="https://doi.org/10.1007/978-3-030-30179-8_3">https://doi.org/10.1007/978-3-030-30179-8_3</a>.'
  ieee: 'M. Ahmadi Fahandar and E. Hüllermeier, “Analogy-Based Preference Learning
    with Kernels,” in <i>KI 2019: Advances in Artificial Intelligence</i>, Cham, 2019.'
  mla: 'Ahmadi Fahandar, Mohsen, and Eyke Hüllermeier. “Analogy-Based Preference Learning
    with Kernels.” <i>KI 2019: Advances in Artificial Intelligence</i>, 2019, doi:<a
    href="https://doi.org/10.1007/978-3-030-30179-8_3">10.1007/978-3-030-30179-8_3</a>.'
  short: 'M. Ahmadi Fahandar, E. Hüllermeier, in: KI 2019: Advances in Artificial
    Intelligence, Cham, 2019.'
date_created: 2019-11-15T10:30:10Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
doi: 10.1007/978-3-030-30179-8_3
language:
- iso: eng
place: Cham
publication: 'KI 2019: Advances in Artificial Intelligence'
publication_identifier:
  isbn:
  - '9783030301781'
  - '9783030301798'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: Analogy-Based Preference Learning with Kernels
type: book_chapter
user_id: '315'
year: '2019'
...
---
_id: '15006'
author:
- first_name: Vu-Linh
  full_name: Nguyen, Vu-Linh
  last_name: Nguyen
- first_name: Sébastien
  full_name: Destercke, Sébastien
  last_name: Destercke
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Nguyen V-L, Destercke S, Hüllermeier E. Epistemic Uncertainty Sampling. In:
    <i>Discovery Science</i>. Cham; 2019. doi:<a href="https://doi.org/10.1007/978-3-030-33778-0_7">10.1007/978-3-030-33778-0_7</a>'
  apa: Nguyen, V.-L., Destercke, S., &#38; Hüllermeier, E. (2019). Epistemic Uncertainty
    Sampling. In <i>Discovery Science</i>. Cham. <a href="https://doi.org/10.1007/978-3-030-33778-0_7">https://doi.org/10.1007/978-3-030-33778-0_7</a>
  bibtex: '@inbook{Nguyen_Destercke_Hüllermeier_2019, place={Cham}, title={Epistemic
    Uncertainty Sampling}, DOI={<a href="https://doi.org/10.1007/978-3-030-33778-0_7">10.1007/978-3-030-33778-0_7</a>},
    booktitle={Discovery Science}, author={Nguyen, Vu-Linh and Destercke, Sébastien
    and Hüllermeier, Eyke}, year={2019} }'
  chicago: Nguyen, Vu-Linh, Sébastien Destercke, and Eyke Hüllermeier. “Epistemic
    Uncertainty Sampling.” In <i>Discovery Science</i>. Cham, 2019. <a href="https://doi.org/10.1007/978-3-030-33778-0_7">https://doi.org/10.1007/978-3-030-33778-0_7</a>.
  ieee: V.-L. Nguyen, S. Destercke, and E. Hüllermeier, “Epistemic Uncertainty Sampling,”
    in <i>Discovery Science</i>, Cham, 2019.
  mla: Nguyen, Vu-Linh, et al. “Epistemic Uncertainty Sampling.” <i>Discovery Science</i>,
    2019, doi:<a href="https://doi.org/10.1007/978-3-030-33778-0_7">10.1007/978-3-030-33778-0_7</a>.
  short: 'V.-L. Nguyen, S. Destercke, E. Hüllermeier, in: Discovery Science, Cham,
    2019.'
date_created: 2019-11-15T10:35:08Z
date_updated: 2022-01-06T06:52:14Z
department:
- _id: '34'
- _id: '355'
doi: 10.1007/978-3-030-33778-0_7
language:
- iso: eng
place: Cham
publication: Discovery Science
publication_identifier:
  isbn:
  - '9783030337773'
  - '9783030337780'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: Epistemic Uncertainty Sampling
type: book_chapter
user_id: '49109'
year: '2019'
...
---
_id: '15007'
author:
- first_name: Vitaly
  full_name: Melnikov, Vitaly
  id: '58747'
  last_name: Melnikov
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Melnikov V, Hüllermeier E. Learning to Aggregate: Tackling the Aggregation/Disaggregation
    Problem for OWA. In: <i>Proceedings ACML, Asian Conference on Machine Learning
    (Proceedings of Machine Learning Research, 101)</i>. ; 2019. doi:<a href="https://doi.org/10.1016/j.jmva.2019.02.017">10.1016/j.jmva.2019.02.017</a>'
  apa: 'Melnikov, V., &#38; Hüllermeier, E. (2019). Learning to Aggregate: Tackling
    the Aggregation/Disaggregation Problem for OWA. In <i>Proceedings ACML, Asian
    Conference on Machine Learning (Proceedings of Machine Learning Research, 101)</i>.
    <a href="https://doi.org/10.1016/j.jmva.2019.02.017">https://doi.org/10.1016/j.jmva.2019.02.017</a>'
  bibtex: '@inproceedings{Melnikov_Hüllermeier_2019, title={Learning to Aggregate:
    Tackling the Aggregation/Disaggregation Problem for OWA}, DOI={<a href="https://doi.org/10.1016/j.jmva.2019.02.017">10.1016/j.jmva.2019.02.017</a>},
    booktitle={Proceedings ACML, Asian Conference on Machine Learning (Proceedings
    of Machine Learning Research, 101)}, author={Melnikov, Vitaly and Hüllermeier,
    Eyke}, year={2019} }'
  chicago: 'Melnikov, Vitaly, and Eyke Hüllermeier. “Learning to Aggregate: Tackling
    the Aggregation/Disaggregation Problem for OWA.” In <i>Proceedings ACML, Asian
    Conference on Machine Learning (Proceedings of Machine Learning Research, 101)</i>,
    2019. <a href="https://doi.org/10.1016/j.jmva.2019.02.017">https://doi.org/10.1016/j.jmva.2019.02.017</a>.'
  ieee: 'V. Melnikov and E. Hüllermeier, “Learning to Aggregate: Tackling the Aggregation/Disaggregation
    Problem for OWA,” in <i>Proceedings ACML, Asian Conference on Machine Learning
    (Proceedings of Machine Learning Research, 101)</i>, 2019.'
  mla: 'Melnikov, Vitaly, and Eyke Hüllermeier. “Learning to Aggregate: Tackling the
    Aggregation/Disaggregation Problem for OWA.” <i>Proceedings ACML, Asian Conference
    on Machine Learning (Proceedings of Machine Learning Research, 101)</i>, 2019,
    doi:<a href="https://doi.org/10.1016/j.jmva.2019.02.017">10.1016/j.jmva.2019.02.017</a>.'
  short: 'V. Melnikov, E. Hüllermeier, in: Proceedings ACML, Asian Conference on Machine
    Learning (Proceedings of Machine Learning Research, 101), 2019.'
date_created: 2019-11-15T10:43:26Z
date_updated: 2022-01-06T06:52:14Z
ddc:
- '000'
department:
- _id: '34'
- _id: '355'
- _id: '7'
doi: 10.1016/j.jmva.2019.02.017
file:
- access_level: open_access
  content_type: application/pdf
  creator: lettmann
  date_created: 2020-02-28T12:47:07Z
  date_updated: 2020-02-28T12:47:07Z
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  relation: main_file
file_date_updated: 2020-02-28T12:47:07Z
has_accepted_license: '1'
language:
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oa: '1'
project:
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  name: SFB 901 - Subproject B2
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '1'
  name: SFB 901
publication: Proceedings ACML, Asian Conference on Machine Learning (Proceedings of
  Machine Learning Research, 101)
publication_status: published
status: public
title: 'Learning to Aggregate: Tackling the Aggregation/Disaggregation Problem for
  OWA'
type: conference
user_id: '477'
year: '2019'
...
