---
_id: '3551'
author:
- first_name: Jürgen
  full_name: König, Jürgen
  id: '22358'
  last_name: König
- first_name: Alexander
  full_name: Mäcker, Alexander
  id: '13536'
  last_name: Mäcker
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
- first_name: Sören
  full_name: Riechers, Sören
  last_name: Riechers
citation:
  ama: König J, Mäcker A, Meyer auf der Heide F, Riechers S. Scheduling with interjob
    communication on parallel processors. <i>Journal of Combinatorial Optimization</i>.
    2018;36(4):1356-1379. doi:<a href="https://doi.org/10.1007/s10878-018-0325-3">10.1007/s10878-018-0325-3</a>
  apa: König, J., Mäcker, A., Meyer auf der Heide, F., &#38; Riechers, S. (2018).
    Scheduling with interjob communication on parallel processors. <i>Journal of Combinatorial
    Optimization</i>, <i>36</i>(4), 1356–1379. <a href="https://doi.org/10.1007/s10878-018-0325-3">https://doi.org/10.1007/s10878-018-0325-3</a>
  bibtex: '@article{König_Mäcker_Meyer auf der Heide_Riechers_2018, title={Scheduling
    with interjob communication on parallel processors}, volume={36}, DOI={<a href="https://doi.org/10.1007/s10878-018-0325-3">10.1007/s10878-018-0325-3</a>},
    number={4}, journal={Journal of Combinatorial Optimization}, author={König, Jürgen
    and Mäcker, Alexander and Meyer auf der Heide, Friedhelm and Riechers, Sören},
    year={2018}, pages={1356–1379} }'
  chicago: 'König, Jürgen, Alexander Mäcker, Friedhelm Meyer auf der Heide, and Sören
    Riechers. “Scheduling with Interjob Communication on Parallel Processors.” <i>Journal
    of Combinatorial Optimization</i> 36, no. 4 (2018): 1356–79. <a href="https://doi.org/10.1007/s10878-018-0325-3">https://doi.org/10.1007/s10878-018-0325-3</a>.'
  ieee: J. König, A. Mäcker, F. Meyer auf der Heide, and S. Riechers, “Scheduling
    with interjob communication on parallel processors,” <i>Journal of Combinatorial
    Optimization</i>, vol. 36, no. 4, pp. 1356–1379, 2018.
  mla: König, Jürgen, et al. “Scheduling with Interjob Communication on Parallel Processors.”
    <i>Journal of Combinatorial Optimization</i>, vol. 36, no. 4, 2018, pp. 1356–79,
    doi:<a href="https://doi.org/10.1007/s10878-018-0325-3">10.1007/s10878-018-0325-3</a>.
  short: J. König, A. Mäcker, F. Meyer auf der Heide, S. Riechers, Journal of Combinatorial
    Optimization 36 (2018) 1356–1379.
date_created: 2018-07-13T09:57:48Z
date_updated: 2022-01-06T06:59:24Z
ddc:
- '000'
department:
- _id: '63'
doi: 10.1007/s10878-018-0325-3
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:20:24Z
  date_updated: 2018-11-02T15:20:24Z
  file_id: '5299'
  file_name: SchedulingWithInterjobCommunic.pdf
  file_size: 745708
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T15:20:24Z
has_accepted_license: '1'
intvolume: '        36'
issue: '4'
language:
- iso: eng
page: 1356-1379
project:
- _id: '16'
  name: SFB 901 - Subproject C4
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
publication: Journal of Combinatorial Optimization
status: public
title: Scheduling with interjob communication on parallel processors
type: journal_article
user_id: '477'
volume: 36
year: '2018'
...
---
_id: '3552'
author:
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Mohr F, Wever MD, Hüllermeier E. Reduction Stumps for Multi-Class Classification.
    In: <i>Proceedings of the Symposium on Intelligent Data Analysis</i>. ‘s-Hertogenbosch,
    the Netherlands. doi:<a href="https://doi.org/10.1007/978-3-030-01768-2_19">10.1007/978-3-030-01768-2_19</a>'
  apa: Mohr, F., Wever, M. D., &#38; Hüllermeier, E. (n.d.). Reduction Stumps for
    Multi-Class Classification. In <i>Proceedings of the Symposium on Intelligent
    Data Analysis</i>. ‘s-Hertogenbosch, the Netherlands. <a href="https://doi.org/10.1007/978-3-030-01768-2_19">https://doi.org/10.1007/978-3-030-01768-2_19</a>
  bibtex: '@inproceedings{Mohr_Wever_Hüllermeier, place={‘s-Hertogenbosch, the Netherlands},
    title={Reduction Stumps for Multi-Class Classification}, DOI={<a href="https://doi.org/10.1007/978-3-030-01768-2_19">10.1007/978-3-030-01768-2_19</a>},
    booktitle={Proceedings of the Symposium on Intelligent Data Analysis}, author={Mohr,
    Felix and Wever, Marcel Dominik and Hüllermeier, Eyke} }'
  chicago: Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “Reduction Stumps
    for Multi-Class Classification.” In <i>Proceedings of the Symposium on Intelligent
    Data Analysis</i>. ‘s-Hertogenbosch, the Netherlands, n.d. <a href="https://doi.org/10.1007/978-3-030-01768-2_19">https://doi.org/10.1007/978-3-030-01768-2_19</a>.
  ieee: F. Mohr, M. D. Wever, and E. Hüllermeier, “Reduction Stumps for Multi-Class
    Classification,” in <i>Proceedings of the Symposium on Intelligent Data Analysis</i>,
    ‘s-Hertogenbosch, the Netherlands.
  mla: Mohr, Felix, et al. “Reduction Stumps for Multi-Class Classification.” <i>Proceedings
    of the Symposium on Intelligent Data Analysis</i>, doi:<a href="https://doi.org/10.1007/978-3-030-01768-2_19">10.1007/978-3-030-01768-2_19</a>.
  short: 'F. Mohr, M.D. Wever, E. Hüllermeier, in: Proceedings of the Symposium on
    Intelligent Data Analysis, ‘s-Hertogenbosch, the Netherlands, n.d.'
conference:
  end_date: 2018-10-26
  location: ‘s-Hertogenbosch, the Netherlands
  name: Symposium on Intelligent Data Analysis
  start_date: 2018-10-24
date_created: 2018-07-13T15:29:15Z
date_updated: 2022-01-06T06:59:25Z
ddc:
- '000'
department:
- _id: '355'
doi: 10.1007/978-3-030-01768-2_19
file:
- access_level: closed
  content_type: application/pdf
  creator: wever
  date_created: 2018-11-06T15:23:02Z
  date_updated: 2018-11-06T15:23:02Z
  file_id: '5385'
  file_name: Mohr2018_Chapter_ReductionStumpsForMulti-classC.pdf
  file_size: 1348768
  relation: main_file
  success: 1
file_date_updated: 2018-11-06T15:23:02Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/chapter/10.1007%2F978-3-030-01768-2_19
oa: '1'
place: ‘s-Hertogenbosch, the Netherlands
project:
- _id: '1'
  name: SFB 901
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '3'
  name: SFB 901 - Project Area B
publication: Proceedings of the Symposium on Intelligent Data Analysis
publication_status: accepted
quality_controlled: '1'
status: public
title: Reduction Stumps for Multi-Class Classification
type: conference
user_id: '49109'
year: '2018'
...
---
_id: '3586'
abstract:
- lang: eng
  text: Existing approaches and tools for the generation of approximate circuits often
    lack generality and are restricted to certain circuit types, approximation techniques,
    and quality assurance methods. Moreover, only few tools are publicly available.
    This hinders the development and evaluation of new techniques for approximating
    circuits and their comparison to previous approaches. In this paper, we ﬁrst analyze
    and classify related approaches and then present CIRCA, our ﬂexible framework
    for search-based approximate circuit generation. CIRCA is developed with a focus
    on modularity and extensibility. We present the architecture of CIRCA with its
    clear separation into stages and functional blocks, report on the current prototype,
    and show initial experiments.
author:
- first_name: Linus Matthias
  full_name: Witschen, Linus Matthias
  id: '49051'
  last_name: Witschen
- first_name: Tobias
  full_name: Wiersema, Tobias
  id: '3118'
  last_name: Wiersema
- first_name: Hassan
  full_name: Ghasemzadeh Mohammadi, Hassan
  id: '61186'
  last_name: Ghasemzadeh Mohammadi
- first_name: Muhammad
  full_name: Awais, Muhammad
  id: '64665'
  last_name: Awais
  orcid: https://orcid.org/0000-0003-4148-2969
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Witschen LM, Wiersema T, Ghasemzadeh Mohammadi H, Awais M, Platzner M. CIRCA:
    Towards a Modular and Extensible Framework for Approximate Circuit Generation.
    <i>Third Workshop on Approximate Computing (AxC 2018)</i>.'
  apa: 'Witschen, L. M., Wiersema, T., Ghasemzadeh Mohammadi, H., Awais, M., &#38;
    Platzner, M. (n.d.). CIRCA: Towards a Modular and Extensible Framework for Approximate
    Circuit Generation. <i>Third Workshop on Approximate Computing (AxC 2018)</i>.'
  bibtex: '@article{Witschen_Wiersema_Ghasemzadeh Mohammadi_Awais_Platzner, title={CIRCA:
    Towards a Modular and Extensible Framework for Approximate Circuit Generation},
    journal={Third Workshop on Approximate Computing (AxC 2018)}, author={Witschen,
    Linus Matthias and Wiersema, Tobias and Ghasemzadeh Mohammadi, Hassan and Awais,
    Muhammad and Platzner, Marco} }'
  chicago: 'Witschen, Linus Matthias, Tobias Wiersema, Hassan Ghasemzadeh Mohammadi,
    Muhammad Awais, and Marco Platzner. “CIRCA: Towards a Modular and Extensible Framework
    for Approximate Circuit Generation.” <i>Third Workshop on Approximate Computing
    (AxC 2018)</i>, n.d.'
  ieee: 'L. M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, and M. Platzner,
    “CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation,”
    <i>Third Workshop on Approximate Computing (AxC 2018)</i>. .'
  mla: 'Witschen, Linus Matthias, et al. “CIRCA: Towards a Modular and Extensible
    Framework for Approximate Circuit Generation.” <i>Third Workshop on Approximate
    Computing (AxC 2018)</i>.'
  short: L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner,
    Third Workshop on Approximate Computing (AxC 2018) (n.d.).
date_created: 2018-07-20T14:10:46Z
date_updated: 2022-01-06T06:59:26Z
ddc:
- '000'
department:
- _id: '78'
file:
- access_level: closed
  content_type: application/pdf
  creator: tobias82
  date_created: 2018-07-20T14:13:31Z
  date_updated: 2018-07-20T14:13:31Z
  file_id: '3587'
  file_name: WitschenWMAP2018.pdf
  file_size: 285348
  relation: main_file
  success: 1
file_date_updated: 2018-07-20T14:13:31Z
has_accepted_license: '1'
keyword:
- Approximate Computing
- Framework
- Pareto Front
- Accuracy
language:
- iso: eng
page: '6'
project:
- _id: '12'
  name: SFB 901 - Subproject B4
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Third Workshop on Approximate Computing (AxC 2018)
publication_status: accepted
status: public
title: 'CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit
  Generation'
type: preprint
user_id: '49051'
year: '2018'
...
---
_id: '3720'
abstract:
- lang: eng
  text: Traditional cache design uses a consolidated block of memory address bits
    to index a cache set, equivalent to the use of modulo functions. While this module-based
    mapping scheme is widely used in contemporary cache structures due to the simplicity
    of its hardware design and its good performance for sequences of consecutive addresses,
    its use may not be satisfactory for a variety of application domains having different
    characteristics.This thesis presents a new type of cache mapping scheme, motivated
    by programmable capabilities combined with Nature-inspired optimization of reconfigurable
    hardware. This research has focussed on an FPGA-based evolvable cache structure
    of the first level cache in a multi-core processor architecture, able to dynamically
    change cache indexing. To solve the challenge of reconfigurable cache mappings,
    a programmable Boolean circuit based on a combination of Look-up Table (LUT) memory
    elements is proposed. Focusing on optimization aspects at the system level, a
    Performance Measurement Infrastructure is introduced that is able to monitor the
    underlying microarchitectural metrics, and an adaptive evaluation strategy is
    presented that leverages on Evolutionary Algorithms, that is not only capable
    of evolving application-specific address-to-cache-index mappings for level one
    split caches but also of reducing optimization times. Putting this all together
    and prototyping in an FPGA for a LEON3/Linux-based multi-core processor, the creation
    of a system architecture reduces cache misses and improves performance over the
    use of conventional caches.
- lang: ger
  text: Traditionelle Cachedesigns verwenden konsolidierte Blöcke von Speicheradressbits
    um einen Cachesatz zu indizieren, vergleichbar mit der Anwendung einer Modulofunktion.
    Obwohl dieses modulobasierte Abbildungsschema in heutigen Cachestrukturen weit
    verbreitet ist, vor allem wegen seiner einfachen Anforderungen an das Hardwaredesign
    und seiner Effizienz für die Indizierung eufeinanderfolgender Speicheradressen,
    kann seine Verwendung für eine Vielzahl von Anwendungsdomänen mit unterschiedlichen
    Charakteristiken zu suboptimalen Ergebnissen führen. Diese Dissertation präsentiert
    einen neuen Typ von Cacheabbildungsschema, motiviert durch die Kombination programmierbarer
    Ressourcen mit der naturinspirierten Optimierung rekonfigurierbarer Hardware.
    Im Fokus dieser Forschung steht eine FPGA-basierte Cachestruktur für den first
    level Cache einer Mehrkernprozessorarchitektur, welche die Cacheindizierung dynamisch
    ändern kann. Um die Herausforderung rekonfigurierbarer Cacheabbildungen zu lösen,
    wird eine reprogrammierbare Boolesche Schaltung eingeführt, die auf Look-up Table
    (LUT) Speicherelementen basiert. Weiterhin wird eine Infrastruktur zur Effizienzmessung
    eingeführt, welche die zugrundeliege Mikroarchitektur überwachen kann, sowie eine
    adaptive Evaluationsstrategie präsentiert, die evolutionäre Algorithmen wirksam
    einsetzt, und die nicht nur anwendungsspezifische Abbildungen von Speicheradressen
    zu Cacheindizes für level one Caches evolvieren sondern dabei auch die Optimierungszeiten
    reduzieren kann. All diese Aspekte zusammen in einer prototypischen Implementierung
    auf einem FPGA für einen LEON3/Linux-basierten Mehrkernprozessor zeigen, dass
    evolvierbare Cacheabbildungsfunktionen Cache Misses reduzieren, sowie die Effizienz
    im Vergleich zu konventionellen Caches erhöhen können.
author:
- first_name: Nam
  full_name: Ho, Nam
  last_name: Ho
citation:
  ama: 'Ho N. <i>FPGA-Based Reconfigurable Cache Mapping Schemes: Design and Optimization</i>.
    Universität Paderborn; 2018. doi:<a href="https://doi.org/10.17619/UNIPB/1-376">10.17619/UNIPB/1-376</a>'
  apa: 'Ho, N. (2018). <i>FPGA-based Reconfigurable Cache Mapping Schemes: Design
    and Optimization</i>. Universität Paderborn. <a href="https://doi.org/10.17619/UNIPB/1-376">https://doi.org/10.17619/UNIPB/1-376</a>'
  bibtex: '@book{Ho_2018, title={FPGA-based Reconfigurable Cache Mapping Schemes:
    Design and Optimization}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-376">10.17619/UNIPB/1-376</a>},
    publisher={Universität Paderborn}, author={Ho, Nam}, year={2018} }'
  chicago: 'Ho, Nam. <i>FPGA-Based Reconfigurable Cache Mapping Schemes: Design and
    Optimization</i>. Universität Paderborn, 2018. <a href="https://doi.org/10.17619/UNIPB/1-376">https://doi.org/10.17619/UNIPB/1-376</a>.'
  ieee: 'N. Ho, <i>FPGA-based Reconfigurable Cache Mapping Schemes: Design and Optimization</i>.
    Universität Paderborn, 2018.'
  mla: 'Ho, Nam. <i>FPGA-Based Reconfigurable Cache Mapping Schemes: Design and Optimization</i>.
    Universität Paderborn, 2018, doi:<a href="https://doi.org/10.17619/UNIPB/1-376">10.17619/UNIPB/1-376</a>.'
  short: 'N. Ho, FPGA-Based Reconfigurable Cache Mapping Schemes: Design and Optimization,
    Universität Paderborn, 2018.'
date_created: 2018-07-27T06:41:13Z
date_updated: 2022-01-06T06:59:31Z
department:
- _id: '78'
doi: 10.17619/UNIPB/1-376
language:
- iso: eng
page: '139'
project:
- _id: '12'
  name: SFB 901 - Subproject B4
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
publication_status: published
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Paul
  full_name: Kaufmann, Paul
  last_name: Kaufmann
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
title: 'FPGA-based Reconfigurable Cache Mapping Schemes: Design and Optimization'
type: dissertation
user_id: '477'
year: '2018'
...
---
_id: '3742'
author:
- first_name: Simon
  full_name: Hoof, Simon
  id: '59676'
  last_name: Hoof
citation:
  ama: 'Hoof S. Dynamic Voluntary Provision of Public Goods: The Recursive Nash Bargaining
    Solution. In: <i>Static &#38; Dynamic Game Theory: Foundations &#38; Applications</i>.
    Cham: Springer International Publishing; 2018:13-23. doi:<a href="https://doi.org/10.1007/978-3-319-92988-0_2">10.1007/978-3-319-92988-0_2</a>'
  apa: 'Hoof, S. (2018). Dynamic Voluntary Provision of Public Goods: The Recursive
    Nash Bargaining Solution. In <i>Static &#38; Dynamic Game Theory: Foundations
    &#38; Applications</i> (pp. 13–23). Cham: Springer International Publishing. <a
    href="https://doi.org/10.1007/978-3-319-92988-0_2">https://doi.org/10.1007/978-3-319-92988-0_2</a>'
  bibtex: '@inbook{Hoof_2018, place={Cham}, title={Dynamic Voluntary Provision of
    Public Goods: The Recursive Nash Bargaining Solution}, DOI={<a href="https://doi.org/10.1007/978-3-319-92988-0_2">10.1007/978-3-319-92988-0_2</a>},
    booktitle={Static &#38; Dynamic Game Theory: Foundations &#38; Applications},
    publisher={Springer International Publishing}, author={Hoof, Simon}, year={2018},
    pages={13–23} }'
  chicago: 'Hoof, Simon. “Dynamic Voluntary Provision of Public Goods: The Recursive
    Nash Bargaining Solution.” In <i>Static &#38; Dynamic Game Theory: Foundations
    &#38; Applications</i>, 13–23. Cham: Springer International Publishing, 2018.
    <a href="https://doi.org/10.1007/978-3-319-92988-0_2">https://doi.org/10.1007/978-3-319-92988-0_2</a>.'
  ieee: 'S. Hoof, “Dynamic Voluntary Provision of Public Goods: The Recursive Nash
    Bargaining Solution,” in <i>Static &#38; Dynamic Game Theory: Foundations &#38;
    Applications</i>, Cham: Springer International Publishing, 2018, pp. 13–23.'
  mla: 'Hoof, Simon. “Dynamic Voluntary Provision of Public Goods: The Recursive Nash
    Bargaining Solution.” <i>Static &#38; Dynamic Game Theory: Foundations &#38; Applications</i>,
    Springer International Publishing, 2018, pp. 13–23, doi:<a href="https://doi.org/10.1007/978-3-319-92988-0_2">10.1007/978-3-319-92988-0_2</a>.'
  short: 'S. Hoof, in: Static &#38; Dynamic Game Theory: Foundations &#38; Applications,
    Springer International Publishing, Cham, 2018, pp. 13–23.'
date_created: 2018-08-01T09:51:57Z
date_updated: 2022-01-06T06:59:34Z
ddc:
- '000'
department:
- _id: '205'
doi: 10.1007/978-3-319-92988-0_2
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T16:10:34Z
  date_updated: 2018-11-02T16:10:34Z
  file_id: '5325'
  file_name: Hoof2018_Chapter_DynamicVoluntaryProvisionOfPub.pdf
  file_size: 199568
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T16:10:34Z
has_accepted_license: '1'
language:
- iso: eng
page: 13-23
place: Cham
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '7'
  name: SFB 901 - Subproject A3
publication: 'Static & Dynamic Game Theory: Foundations & Applications'
publication_identifier:
  isbn:
  - '9783319929873'
  - '9783319929880'
  issn:
  - 2363-8516
  - 2363-8524
publication_status: published
publisher: Springer International Publishing
status: public
title: 'Dynamic Voluntary Provision of Public Goods: The Recursive Nash Bargaining
  Solution'
type: book_chapter
user_id: '477'
year: '2018'
...
---
_id: '3851'
author:
- first_name: Samuel
  full_name: Koop, Samuel
  last_name: Koop
citation:
  ama: Koop S. <i>Congestion Games mit gewichteten Strategien</i>. Universität Paderborn;
    2018.
  apa: Koop, S. (2018). <i>Congestion Games mit gewichteten Strategien</i>. Universität
    Paderborn.
  bibtex: '@book{Koop_2018, title={Congestion Games mit gewichteten Strategien}, publisher={Universität
    Paderborn}, author={Koop, Samuel}, year={2018} }'
  chicago: Koop, Samuel. <i>Congestion Games mit gewichteten Strategien</i>. Universität
    Paderborn, 2018.
  ieee: S. Koop, <i>Congestion Games mit gewichteten Strategien</i>. Universität Paderborn,
    2018.
  mla: Koop, Samuel. <i>Congestion Games mit gewichteten Strategien</i>. Universität
    Paderborn, 2018.
  short: S. Koop, Congestion Games mit gewichteten Strategien, Universität Paderborn,
    2018.
date_created: 2018-08-08T11:56:37Z
date_updated: 2022-01-06T06:59:45Z
department:
- _id: '541'
- _id: '63'
language:
- iso: ger
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '7'
  name: SFB 901 - Subproject A3
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
title: Congestion Games mit gewichteten Strategien
type: bachelorsthesis
user_id: '14052'
year: '2018'
...
---
_id: '3852'
abstract:
- lang: eng
  text: "In automated machine learning (AutoML), the process of engineering machine
    learning applications with respect to a specific problem is (partially) automated.\r\nVarious
    AutoML tools have already been introduced to provide out-of-the-box machine learning
    functionality.\r\nMore specifically, by selecting machine learning algorithms
    and optimizing their hyperparameters, these tools produce a machine learning pipeline
    tailored to the problem at hand.\r\nExcept for TPOT, all of these tools restrict
    the maximum number of processing steps of such a pipeline.\r\nHowever, as TPOT
    follows an evolutionary approach, it suffers from performance issues when dealing
    with larger datasets.\r\nIn this paper, we present an alternative approach leveraging
    a hierarchical planning to configure machine learning pipelines that are unlimited
    in length.\r\nWe evaluate our approach and find its performance to be competitive
    with other AutoML tools, including TPOT."
author:
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Wever MD, Mohr F, Hüllermeier E. ML-Plan for Unlimited-Length Machine Learning
    Pipelines. In: <i>ICML 2018 AutoML Workshop</i>. ; 2018.'
  apa: Wever, M. D., Mohr, F., &#38; Hüllermeier, E. (2018). ML-Plan for Unlimited-Length
    Machine Learning Pipelines. In <i>ICML 2018 AutoML Workshop</i>. Stockholm, Sweden.
  bibtex: '@inproceedings{Wever_Mohr_Hüllermeier_2018, title={ML-Plan for Unlimited-Length
    Machine Learning Pipelines}, booktitle={ICML 2018 AutoML Workshop}, author={Wever,
    Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2018} }'
  chicago: Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “ML-Plan for Unlimited-Length
    Machine Learning Pipelines.” In <i>ICML 2018 AutoML Workshop</i>, 2018.
  ieee: M. D. Wever, F. Mohr, and E. Hüllermeier, “ML-Plan for Unlimited-Length Machine
    Learning Pipelines,” in <i>ICML 2018 AutoML Workshop</i>, Stockholm, Sweden, 2018.
  mla: Wever, Marcel Dominik, et al. “ML-Plan for Unlimited-Length Machine Learning
    Pipelines.” <i>ICML 2018 AutoML Workshop</i>, 2018.
  short: 'M.D. Wever, F. Mohr, E. Hüllermeier, in: ICML 2018 AutoML Workshop, 2018.'
conference:
  end_date: 2018-07-15
  location: Stockholm, Sweden
  name: ICML 2018 AutoML Workshop
  start_date: 2018-07-10
date_created: 2018-08-09T06:14:54Z
date_updated: 2022-01-06T06:59:46Z
ddc:
- '006'
department:
- _id: '355'
file:
- access_level: open_access
  content_type: application/pdf
  creator: wever
  date_created: 2018-08-09T06:14:43Z
  date_updated: 2018-08-09T06:14:43Z
  file_id: '3853'
  file_name: 38.pdf
  file_size: 297811
  relation: main_file
file_date_updated: 2018-08-09T06:14:43Z
has_accepted_license: '1'
keyword:
- automated machine learning
- complex pipelines
- hierarchical planning
language:
- iso: eng
main_file_link:
- url: https://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxhdXRvbWwyMDE4aWNtbHxneDo3M2Q3MjUzYjViNDRhZTAx
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
publication: ICML 2018 AutoML Workshop
quality_controlled: '1'
status: public
title: ML-Plan for Unlimited-Length Machine Learning Pipelines
type: conference
urn: '38527'
user_id: '49109'
year: '2018'
...
---
_id: '2933'
abstract:
- lang: eng
  text: We establish axioms under which a bargaining solution can be found by the
    maximization of the CES function and is unique up to specification of the distribution
    and elasticity parameters. This solution is referred to as the CES solution which
    includes the NASH and egalitarian solutions as special cases. Next, we consider
    a normalization of the CES function and establish axioms, under which a bargaining
    solution can be found by the maximization of the normalized CES and is unique
    up to the specifications of the distribution and its substitution parameters.
    We refer to this solution as the normalized CES solution, which includes the Nash
    and Kalai-Smorodinsky solutions as special cases. Our paper contributes to bargaining
    theory by establishing unified characterizations of existing as well as a great
    variety of new bargaining solutions.
author:
- first_name: Claus-Jochen
  full_name: Haake, Claus-Jochen
  id: '20801'
  last_name: Haake
- first_name: Cheng-Zhong
  full_name: Qin, Cheng-Zhong
  last_name: Qin
citation:
  ama: 'Haake C-J, Qin C-Z. <i>On Unification of Solutions to the Bargaining Problem</i>.
    Vol 113. Paderborn University: CIE Working Paper Series, Paderborn University;
    2018.'
  apa: 'Haake, C.-J., &#38; Qin, C.-Z. (2018). <i>On unification of solutions to the
    bargaining problem</i> (Vol. 113). Paderborn University: CIE Working Paper Series,
    Paderborn University.'
  bibtex: '@book{Haake_Qin_2018, place={Paderborn University}, series={Working Papers
    CIE}, title={On unification of solutions to the bargaining problem}, volume={113},
    publisher={CIE Working Paper Series, Paderborn University}, author={Haake, Claus-Jochen
    and Qin, Cheng-Zhong}, year={2018}, collection={Working Papers CIE} }'
  chicago: 'Haake, Claus-Jochen, and Cheng-Zhong Qin. <i>On Unification of Solutions
    to the Bargaining Problem</i>. Vol. 113. Working Papers CIE. Paderborn University:
    CIE Working Paper Series, Paderborn University, 2018.'
  ieee: 'C.-J. Haake and C.-Z. Qin, <i>On unification of solutions to the bargaining
    problem</i>, vol. 113. Paderborn University: CIE Working Paper Series, Paderborn
    University, 2018.'
  mla: Haake, Claus-Jochen, and Cheng-Zhong Qin. <i>On Unification of Solutions to
    the Bargaining Problem</i>. Vol. 113, CIE Working Paper Series, Paderborn University,
    2018.
  short: C.-J. Haake, C.-Z. Qin, On Unification of Solutions to the Bargaining Problem,
    CIE Working Paper Series, Paderborn University, Paderborn University, 2018.
date_created: 2018-05-28T07:00:28Z
date_updated: 2022-01-06T06:58:48Z
ddc:
- '040'
department:
- _id: '205'
- _id: '475'
file:
- access_level: closed
  content_type: application/pdf
  creator: cjhaake
  date_created: 2018-08-09T08:15:31Z
  date_updated: 2018-08-09T09:14:52Z
  file_id: '3855'
  file_name: On unification of solutions to the bargaining problem.pdf
  file_size: 469001
  relation: main_file
  title: On unification of solutions to the bargaining problem
file_date_updated: 2018-08-09T09:14:52Z
has_accepted_license: '1'
intvolume: '       113'
keyword:
- Bargaining problem
- CES Function
- Normalized CES Function
- Nash solution
- Kalai-Smorodinsky Solution
- Egalitarian Solution.
language:
- iso: eng
place: Paderborn University
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '7'
  name: SFB 901 - Subproject A3
publisher: CIE Working Paper Series, Paderborn University
series_title: Working Papers CIE
status: public
title: On unification of solutions to the bargaining problem
type: working_paper
urn: '29332'
user_id: '65453'
volume: 113
year: '2018'
...
---
_id: '2965'
author:
- first_name: Johannes
  full_name: Blömer, Johannes
  id: '23'
  last_name: Blömer
- first_name: Nils
  full_name: Löken, Nils
  id: '13703'
  last_name: Löken
citation:
  ama: 'Blömer J, Löken N. Cloud Architectures for Searchable Encryption. In: <i>Proceedings
    of the 13th International Conference on Availability, Reliability and Security,
    ARES 2018</i>. New York, NY, USA: ACM; :25:1--25:10. doi:<a href="https://doi.org/10.1145/3230833.3230853">10.1145/3230833.3230853</a>'
  apa: 'Blömer, J., &#38; Löken, N. (n.d.). Cloud Architectures for Searchable Encryption.
    In <i>Proceedings of the 13th International Conference on Availability, Reliability
    and Security, ARES 2018</i> (pp. 25:1--25:10). New York, NY, USA: ACM. <a href="https://doi.org/10.1145/3230833.3230853">https://doi.org/10.1145/3230833.3230853</a>'
  bibtex: '@inproceedings{Blömer_Löken, place={New York, NY, USA}, title={Cloud Architectures
    for Searchable Encryption}, DOI={<a href="https://doi.org/10.1145/3230833.3230853">10.1145/3230833.3230853</a>},
    booktitle={Proceedings of the 13th International Conference on Availability, Reliability
    and Security, ARES 2018}, publisher={ACM}, author={Blömer, Johannes and Löken,
    Nils}, pages={25:1--25:10} }'
  chicago: 'Blömer, Johannes, and Nils Löken. “Cloud Architectures for Searchable
    Encryption.” In <i>Proceedings of the 13th International Conference on Availability,
    Reliability and Security, ARES 2018</i>, 25:1--25:10. New York, NY, USA: ACM,
    n.d. <a href="https://doi.org/10.1145/3230833.3230853">https://doi.org/10.1145/3230833.3230853</a>.'
  ieee: J. Blömer and N. Löken, “Cloud Architectures for Searchable Encryption,” in
    <i>Proceedings of the 13th International Conference on Availability, Reliability
    and Security, ARES 2018</i>, Hamburg, Germany, pp. 25:1--25:10.
  mla: Blömer, Johannes, and Nils Löken. “Cloud Architectures for Searchable Encryption.”
    <i>Proceedings of the 13th International Conference on Availability, Reliability
    and Security, ARES 2018</i>, ACM, pp. 25:1--25:10, doi:<a href="https://doi.org/10.1145/3230833.3230853">10.1145/3230833.3230853</a>.
  short: 'J. Blömer, N. Löken, in: Proceedings of the 13th International Conference
    on Availability, Reliability and Security, ARES 2018, ACM, New York, NY, USA,
    n.d., pp. 25:1--25:10.'
conference:
  location: Hamburg, Germany
  name: ARES 2018
date_created: 2018-06-04T11:33:15Z
date_updated: 2022-01-06T06:58:49Z
ddc:
- '000'
department:
- _id: '64'
- _id: '568'
doi: 10.1145/3230833.3230853
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T14:39:46Z
  date_updated: 2018-11-02T14:39:46Z
  file_id: '5278'
  file_name: a25-Blomer.pdf
  file_size: 769807
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T14:39:46Z
has_accepted_license: '1'
language:
- iso: eng
page: 25:1--25:10
place: New York, NY, USA
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '13'
  name: SFB 901 - Subproject C1
publication: Proceedings of the 13th International Conference on Availability, Reliability
  and Security, ARES 2018
publication_identifier:
  isbn:
  - 978-1-4503-6448-5
publication_status: accepted
publisher: ACM
quality_controlled: '1'
status: public
title: Cloud Architectures for Searchable Encryption
type: conference
user_id: '13703'
year: '2018'
...
---
_id: '3098'
abstract:
- lang: eng
  text: "One of the fundamental problems in applications of methods and results\r\nfrom
    mechanism design and implementation theory is the effective enforcement of\r\ntheoretically
    established equilibria by which social choice rules are implemented.\r\nHurwicz
    (2008) and Myerson (2009) introduce different concepts of formalizing\r\nenforcement
    of institutional rules via the introduction of legal and illegal games. In\r\nthis
    note the relation of their concepts with that of a social system defined inDebreu\r\n(1952)
    is analyzed and its potential of being instrumental for modelling institution\r\ndesign
    is discussed. The existence proof for such a system, also known as generalized\r\ngame
    or abstract economy had been the basis for the existence proof of a\r\ncompetitive
    equilibrium of an economy."
author:
- first_name: Walter
  full_name: Trockel, Walter
  last_name: Trockel
- first_name: Claus-Jochen
  full_name: Haake, Claus-Jochen
  id: '20801'
  last_name: Haake
citation:
  ama: 'Trockel W, Haake C-J. Thoughts on Social Design. In: Laslier J-F, Moulin H,
    Sanver R, Zwicker W, eds. <i>Studies in Economic Design</i>. Vol (n.d.). Studies
    in Economic Design. Heidelberg: Springer.'
  apa: 'Trockel, W., &#38; Haake, C.-J. (n.d.). Thoughts on Social Design. In J.-F.
    Laslier, H. Moulin, R. Sanver, &#38; W. Zwicker (Eds.), <i>Studies in Economic
    Design</i> (Vol. (n.d.)). Heidelberg: Springer.'
  bibtex: '@inbook{Trockel_Haake, place={Heidelberg}, series={Studies in Economic
    Design}, title={Thoughts on Social Design}, volume={(n.d.)}, booktitle={Studies
    in Economic Design}, publisher={Springer}, author={Trockel, Walter and Haake,
    Claus-Jochen}, editor={Laslier, Jean-Francois and Moulin, Herve and Sanver, Remzi
    and Zwicker, WilliamEditors}, collection={Studies in Economic Design} }'
  chicago: 'Trockel, Walter, and Claus-Jochen Haake. “Thoughts on Social Design.”
    In <i>Studies in Economic Design</i>, edited by Jean-Francois Laslier, Herve Moulin,
    Remzi Sanver, and William Zwicker, Vol. (n.d.). Studies in Economic Design. Heidelberg:
    Springer, n.d.'
  ieee: 'W. Trockel and C.-J. Haake, “Thoughts on Social Design,” in <i>Studies in
    Economic Design</i>, vol. (n.d.), J.-F. Laslier, H. Moulin, R. Sanver, and W.
    Zwicker, Eds. Heidelberg: Springer.'
  mla: Trockel, Walter, and Claus-Jochen Haake. “Thoughts on Social Design.” <i>Studies
    in Economic Design</i>, edited by Jean-Francois Laslier et al., vol. (n.d.), Springer.
  short: 'W. Trockel, C.-J. Haake, in: J.-F. Laslier, H. Moulin, R. Sanver, W. Zwicker
    (Eds.), Studies in Economic Design, Springer, Heidelberg, n.d.'
date_created: 2018-06-06T17:07:28Z
date_updated: 2022-01-06T06:58:55Z
ddc:
- '040'
department:
- _id: '205'
- _id: '475'
editor:
- first_name: Jean-Francois
  full_name: Laslier, Jean-Francois
  last_name: Laslier
- first_name: Herve
  full_name: Moulin, Herve
  last_name: Moulin
- first_name: Remzi
  full_name: Sanver, Remzi
  last_name: Sanver
- first_name: William
  full_name: Zwicker, William
  last_name: Zwicker
file:
- access_level: closed
  content_type: application/pdf
  creator: cjhaake
  date_created: 2018-08-09T08:36:24Z
  date_updated: 2018-08-09T09:14:11Z
  file_id: '3857'
  file_name: WP - Thoughts on Social Design.pdf
  file_size: 141983
  relation: main_file
  title: Thoughts on Social Design
file_date_updated: 2018-08-09T09:14:11Z
has_accepted_license: '1'
language:
- iso: eng
place: Heidelberg
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '7'
  name: SFB 901 - Subproject A3
publication: Studies in Economic Design
publication_identifier:
  issn:
  - 2510-3970
publication_status: accepted
publisher: Springer
quality_controlled: '1'
series_title: Studies in Economic Design
status: public
title: Thoughts on Social Design
type: book_chapter
urn: '30987'
user_id: '477'
volume: (n.d.)
year: '2018'
...
---
_id: '3152'
abstract:
- lang: eng
  text: To adapt to continuously changing workloads in networks, components of the
    running network services may need to be replicated (scaling the network service)
    and allocated to physical resources (placement) dynamically, also necessitating
    dynamic re-routing of flows between service components. In this paper, we propose
    JASPER, a fully automated approach to jointly optimizing scaling, placement, and
    routing for complex network services, consisting of multiple (virtualized) components.
    JASPER handles multiple network services that share the same substrate network;
    services can be dynamically added or removed and dynamic workload changes are
    handled. Our approach lets service designers specify their services on a high
    level of abstraction using service templates. JASPER automatically makes scaling,
    placement and routing decisions, enabling quick reaction to changes. We formalize
    the problem, analyze its complexity, and develop two algorithms to solve it. Extensive
    empirical results show the applicability and effectiveness of the proposed approach.
article_type: original
author:
- first_name: Sevil
  full_name: Dräxler, Sevil
  id: '31764'
  last_name: Dräxler
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
- first_name: Zoltan Adam
  full_name: Mann, Zoltan Adam
  last_name: Mann
citation:
  ama: 'Dräxler S, Karl H, Mann ZA. JASPER: Joint Optimization of Scaling, Placement,
    and Routing of Virtual Network Services. <i>IEEE Transactions on Network and Service
    Management</i>. 2018. doi:<a href="https://doi.org/10.1109/TNSM.2018.2846572">10.1109/TNSM.2018.2846572</a>'
  apa: 'Dräxler, S., Karl, H., &#38; Mann, Z. A. (2018). JASPER: Joint Optimization
    of Scaling, Placement, and Routing of Virtual Network Services. <i>IEEE Transactions
    on Network and Service Management</i>. <a href="https://doi.org/10.1109/TNSM.2018.2846572">https://doi.org/10.1109/TNSM.2018.2846572</a>'
  bibtex: '@article{Dräxler_Karl_Mann_2018, title={JASPER: Joint Optimization of Scaling,
    Placement, and Routing of Virtual Network Services}, DOI={<a href="https://doi.org/10.1109/TNSM.2018.2846572">10.1109/TNSM.2018.2846572</a>},
    journal={IEEE Transactions on Network and Service Management}, publisher={IEEE},
    author={Dräxler, Sevil and Karl, Holger and Mann, Zoltan Adam}, year={2018} }'
  chicago: 'Dräxler, Sevil, Holger Karl, and Zoltan Adam Mann. “JASPER: Joint Optimization
    of Scaling, Placement, and Routing of Virtual Network Services.” <i>IEEE Transactions
    on Network and Service Management</i>, 2018. <a href="https://doi.org/10.1109/TNSM.2018.2846572">https://doi.org/10.1109/TNSM.2018.2846572</a>.'
  ieee: 'S. Dräxler, H. Karl, and Z. A. Mann, “JASPER: Joint Optimization of Scaling,
    Placement, and Routing of Virtual Network Services,” <i>IEEE Transactions on Network
    and Service Management</i>, 2018.'
  mla: 'Dräxler, Sevil, et al. “JASPER: Joint Optimization of Scaling, Placement,
    and Routing of Virtual Network Services.” <i>IEEE Transactions on Network and
    Service Management</i>, IEEE, 2018, doi:<a href="https://doi.org/10.1109/TNSM.2018.2846572">10.1109/TNSM.2018.2846572</a>.'
  short: S. Dräxler, H. Karl, Z.A. Mann, IEEE Transactions on Network and Service
    Management (2018).
date_created: 2018-06-11T06:55:05Z
date_updated: 2022-01-06T06:59:00Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/TNSM.2018.2846572
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T15:25:49Z
  date_updated: 2018-11-02T15:25:49Z
  file_id: '5302'
  file_name: 08382313.pdf
  file_size: 1767054
  relation: main_file
  success: 1
- access_level: open_access
  content_type: application/pdf
  creator: sevilmeh
  date_created: 2019-01-21T16:12:36Z
  date_updated: 2019-01-21T16:12:36Z
  file_id: '6950'
  file_name: TNSM2846572_RIS.pdf
  file_size: 2878350
  relation: main_file
file_date_updated: 2019-01-21T16:12:36Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1711.10839
oa: '1'
project:
- _id: '23'
  grant_number: '762057'
  name: 5G Programmable Infrastructure Converging disaggregated neTwork and compUte
    Resources
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: IEEE Transactions on Network and Service Management
publisher: IEEE
status: public
title: 'JASPER: Joint Optimization of Scaling, Placement, and Routing of Virtual Network
  Services'
type: journal_article
urn: '31522'
user_id: '31764'
year: '2018'
...
---
_id: '2711'
abstract:
- lang: eng
  text: "In recent years, researchers have developed a number of tools to conduct\r\ntaint
    analysis of Android applications. While all the respective papers aim at\r\nproviding
    a thorough empirical evaluation, comparability is hindered by varying\r\nor unclear
    evaluation targets. Sometimes, the apps used for evaluation are not\r\nprecisely
    described. In other cases, authors use an established benchmark but\r\ncover it
    only partially. In yet other cases, the evaluations differ in terms of\r\nthe
    data leaks searched for, or lack a ground truth to compare against. All\r\nthose
    limitations make it impossible to truly compare the tools based on those\r\npublished
    evaluations.\r\n  We thus present ReproDroid, a framework allowing the accurate
    comparison of\r\nAndroid taint analysis tools. ReproDroid supports researchers
    in inferring the\r\nground truth for data leaks in apps, in automatically applying
    tools to\r\nbenchmarks, and in evaluating the obtained results. We use ReproDroid
    to\r\ncomparatively evaluate on equal grounds the six prominent taint analysis
    tools\r\nAmandroid, DIALDroid, DidFail, DroidSafe, FlowDroid and IccTA. The results
    are\r\nlargely positive although four tools violate some promises concerning features\r\nand
    accuracy. Finally, we contribute to the area of unbiased benchmarking with\r\na
    new and improved version of the open test suite DroidBench."
author:
- first_name: Felix
  full_name: Pauck, Felix
  id: '22398'
  last_name: Pauck
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: Pauck F, Bodden E, Wehrheim H. Do Android Taint Analysis Tools Keep their Promises?
    <i>arXiv:180402903</i>. 2018.
  apa: Pauck, F., Bodden, E., &#38; Wehrheim, H. (2018). Do Android Taint Analysis
    Tools Keep their Promises? <i>ArXiv:1804.02903</i>.
  bibtex: '@article{Pauck_Bodden_Wehrheim_2018, title={Do Android Taint Analysis Tools
    Keep their Promises?}, journal={arXiv:1804.02903}, author={Pauck, Felix and Bodden,
    Eric and Wehrheim, Heike}, year={2018} }'
  chicago: Pauck, Felix, Eric Bodden, and Heike Wehrheim. “Do Android Taint Analysis
    Tools Keep Their Promises?” <i>ArXiv:1804.02903</i>, 2018.
  ieee: F. Pauck, E. Bodden, and H. Wehrheim, “Do Android Taint Analysis Tools Keep
    their Promises?,” <i>arXiv:1804.02903</i>. 2018.
  mla: Pauck, Felix, et al. “Do Android Taint Analysis Tools Keep Their Promises?”
    <i>ArXiv:1804.02903</i>, 2018.
  short: F. Pauck, E. Bodden, H. Wehrheim, ArXiv:1804.02903 (2018).
date_created: 2018-05-09T08:27:11Z
date_updated: 2022-01-06T06:57:35Z
ddc:
- '000'
department:
- _id: '77'
- _id: '76'
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-11-21T10:49:23Z
  date_updated: 2018-11-21T10:49:23Z
  file_id: '5781'
  file_name: Do Android Taint Analysis Tools Keep their Promises.pdf
  file_size: 1045861
  relation: main_file
  success: 1
file_date_updated: 2018-11-21T10:49:23Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '12'
  name: SFB 901 - Subproject B4
publication: arXiv:1804.02903
status: public
title: Do Android Taint Analysis Tools Keep their Promises?
type: preprint
user_id: '477'
year: '2018'
...
---
_id: '2712'
author:
- first_name: Darius
  full_name: Schlangenotto, Darius
  last_name: Schlangenotto
citation:
  ama: Schlangenotto D. <i>Consumer Responses to Paid Search - Empirical Evidence
    from a Bricks-and-Mortar Retailer</i>. Universität Paderborn; 2018. doi:<a href="https://doi.org/10.17619/UNIPB/1-312">10.17619/UNIPB/1-312</a>
  apa: Schlangenotto, D. (2018). <i>Consumer Responses to Paid Search - Empirical
    Evidence from a Bricks-and-Mortar Retailer</i>. Universität Paderborn. <a href="https://doi.org/10.17619/UNIPB/1-312">https://doi.org/10.17619/UNIPB/1-312</a>
  bibtex: '@book{Schlangenotto_2018, title={Consumer Responses to Paid Search - Empirical
    Evidence from a Bricks-and-Mortar Retailer}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-312">10.17619/UNIPB/1-312</a>},
    publisher={Universität Paderborn}, author={Schlangenotto, Darius}, year={2018}
    }'
  chicago: Schlangenotto, Darius. <i>Consumer Responses to Paid Search - Empirical
    Evidence from a Bricks-and-Mortar Retailer</i>. Universität Paderborn, 2018. <a
    href="https://doi.org/10.17619/UNIPB/1-312">https://doi.org/10.17619/UNIPB/1-312</a>.
  ieee: D. Schlangenotto, <i>Consumer Responses to Paid Search - Empirical Evidence
    from a Bricks-and-Mortar Retailer</i>. Universität Paderborn, 2018.
  mla: Schlangenotto, Darius. <i>Consumer Responses to Paid Search - Empirical Evidence
    from a Bricks-and-Mortar Retailer</i>. Universität Paderborn, 2018, doi:<a href="https://doi.org/10.17619/UNIPB/1-312">10.17619/UNIPB/1-312</a>.
  short: D. Schlangenotto, Consumer Responses to Paid Search - Empirical Evidence
    from a Bricks-and-Mortar Retailer, Universität Paderborn, 2018.
date_created: 2018-05-09T08:34:14Z
date_updated: 2022-01-06T06:57:35Z
department:
- _id: '276'
doi: 10.17619/UNIPB/1-312
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '8'
  name: SFB 901 - Subproject A4
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Dennis
  full_name: Kundisch, Dennis
  id: '21117'
  last_name: Kundisch
title: Consumer Responses to Paid Search - Empirical Evidence from a Bricks-and-Mortar
  Retailer
type: dissertation
user_id: '477'
year: '2018'
...
---
_id: '1138'
author:
- first_name: Robert
  full_name: Gmyr, Robert
  last_name: Gmyr
citation:
  ama: Gmyr R. <i>Distributed Algorithms for Overlay Networks and Programmable Matter</i>.
    Universität Paderborn; 2018. doi:<a href="https://doi.org/10.17619/UNIPB/1-265">10.17619/UNIPB/1-265</a>
  apa: Gmyr, R. (2018). <i>Distributed Algorithms for Overlay Networks and Programmable
    Matter</i>. Universität Paderborn. <a href="https://doi.org/10.17619/UNIPB/1-265">https://doi.org/10.17619/UNIPB/1-265</a>
  bibtex: '@book{Gmyr_2018, title={Distributed Algorithms for Overlay Networks and
    Programmable Matter}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-265">10.17619/UNIPB/1-265</a>},
    publisher={Universität Paderborn}, author={Gmyr, Robert}, year={2018} }'
  chicago: Gmyr, Robert. <i>Distributed Algorithms for Overlay Networks and Programmable
    Matter</i>. Universität Paderborn, 2018. <a href="https://doi.org/10.17619/UNIPB/1-265">https://doi.org/10.17619/UNIPB/1-265</a>.
  ieee: R. Gmyr, <i>Distributed Algorithms for Overlay Networks and Programmable Matter</i>.
    Universität Paderborn, 2018.
  mla: Gmyr, Robert. <i>Distributed Algorithms for Overlay Networks and Programmable
    Matter</i>. Universität Paderborn, 2018, doi:<a href="https://doi.org/10.17619/UNIPB/1-265">10.17619/UNIPB/1-265</a>.
  short: R. Gmyr, Distributed Algorithms for Overlay Networks and Programmable Matter,
    Universität Paderborn, 2018.
date_created: 2018-01-31T06:04:03Z
date_updated: 2022-01-06T06:51:00Z
department:
- _id: '79'
doi: 10.17619/UNIPB/1-265
project:
- _id: '1'
  name: SFB 901
- _id: '13'
  name: SFB 901 - Subproject C1
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '5'
  name: SFB 901 - Subproject A1
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
title: Distributed Algorithms for Overlay Networks and Programmable Matter
type: dissertation
user_id: '477'
year: '2018'
...
---
_id: '1163'
abstract:
- lang: eng
  text: "In this paper we present two major results:\r\nFirst, we introduce the first
    self-stabilizing version of a supervised overlay network (as introduced in~\\cite{DBLP:conf/ispan/KothapalliS05})
    by presenting a self-stabilizing supervised skip ring.\r\nSecondly, we show how
    to use the self-stabilizing supervised skip ring to construct an efficient self-stabilizing
    publish-subscribe system.\r\nThat is, in addition to stabilizing the overlay network,
    every subscriber of a topic will eventually know all of the publications that
    have been issued so far for that topic. The communication work needed to processes
    a subscribe or unsubscribe operation is just a constant in a legitimate state,
    and the communication work of checking whether the system is still in a legitimate
    state is just a constant on expectation for the supervisor as well as any process
    in the system.\r\n"
author:
- first_name: Michael
  full_name: Feldmann, Michael
  id: '23538'
  last_name: Feldmann
- first_name: Christina
  full_name: Kolb, Christina
  id: '43647'
  last_name: Kolb
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
- first_name: Thim Frederik
  full_name: Strothmann, Thim Frederik
  id: '11319'
  last_name: Strothmann
citation:
  ama: 'Feldmann M, Kolb C, Scheideler C, Strothmann TF. Self-Stabilizing Supervised
    Publish-Subscribe Systems. In: <i>Proceedings of the 32nd IEEE International Parallel
    &#38; Distributed Processing Symposium (IPDPS)</i>. IEEE; 2018. doi:<a href="https://doi.org/10.1109/IPDPS.2018.00114">10.1109/IPDPS.2018.00114</a>'
  apa: 'Feldmann, M., Kolb, C., Scheideler, C., &#38; Strothmann, T. F. (2018). Self-Stabilizing
    Supervised Publish-Subscribe Systems. In <i>Proceedings of the 32nd IEEE International
    Parallel &#38; Distributed Processing Symposium (IPDPS)</i>. Vancouver: IEEE.
    <a href="https://doi.org/10.1109/IPDPS.2018.00114">https://doi.org/10.1109/IPDPS.2018.00114</a>'
  bibtex: '@inproceedings{Feldmann_Kolb_Scheideler_Strothmann_2018, title={Self-Stabilizing
    Supervised Publish-Subscribe Systems}, DOI={<a href="https://doi.org/10.1109/IPDPS.2018.00114">10.1109/IPDPS.2018.00114</a>},
    booktitle={Proceedings of the 32nd IEEE International Parallel &#38; Distributed
    Processing Symposium (IPDPS)}, publisher={IEEE}, author={Feldmann, Michael and
    Kolb, Christina and Scheideler, Christian and Strothmann, Thim Frederik}, year={2018}
    }'
  chicago: Feldmann, Michael, Christina Kolb, Christian Scheideler, and Thim Frederik
    Strothmann. “Self-Stabilizing Supervised Publish-Subscribe Systems.” In <i>Proceedings
    of the 32nd IEEE International Parallel &#38; Distributed Processing Symposium
    (IPDPS)</i>. IEEE, 2018. <a href="https://doi.org/10.1109/IPDPS.2018.00114">https://doi.org/10.1109/IPDPS.2018.00114</a>.
  ieee: M. Feldmann, C. Kolb, C. Scheideler, and T. F. Strothmann, “Self-Stabilizing
    Supervised Publish-Subscribe Systems,” in <i>Proceedings of the 32nd IEEE International
    Parallel &#38; Distributed Processing Symposium (IPDPS)</i>, Vancouver, 2018.
  mla: Feldmann, Michael, et al. “Self-Stabilizing Supervised Publish-Subscribe Systems.”
    <i>Proceedings of the 32nd IEEE International Parallel &#38; Distributed Processing
    Symposium (IPDPS)</i>, IEEE, 2018, doi:<a href="https://doi.org/10.1109/IPDPS.2018.00114">10.1109/IPDPS.2018.00114</a>.
  short: 'M. Feldmann, C. Kolb, C. Scheideler, T.F. Strothmann, in: Proceedings of
    the 32nd IEEE International Parallel &#38; Distributed Processing Symposium (IPDPS),
    IEEE, 2018.'
conference:
  end_date: 2018-5-24
  location: Vancouver
  name: 32nd IEEE International Parallel & Distributed Processing Symposium (IPDPS)
  start_date: 2018-5-22
date_created: 2018-02-01T13:56:01Z
date_updated: 2022-01-06T06:51:05Z
ddc:
- '040'
department:
- _id: '79'
- _id: '66'
doi: 10.1109/IPDPS.2018.00114
external_id:
  arxiv:
  - '1710.08128'
file:
- access_level: closed
  content_type: application/pdf
  creator: mfeldma2
  date_created: 2018-10-31T13:25:37Z
  date_updated: 2018-10-31T13:25:37Z
  file_id: '5211'
  file_name: 08425258.pdf
  file_size: 239559
  relation: main_file
  success: 1
file_date_updated: 2018-10-31T13:25:37Z
has_accepted_license: '1'
keyword:
- Topological Self-stabilization
- Supervised Overlay
- Publish-Subscribe System
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: Proceedings of the 32nd IEEE International Parallel & Distributed Processing
  Symposium (IPDPS)
publisher: IEEE
status: public
title: Self-Stabilizing Supervised Publish-Subscribe Systems
type: conference
user_id: '11319'
year: '2018'
...
---
_id: '1164'
abstract:
- lang: eng
  text: "We propose a distributed protocol for a queue, called Skueue, which spreads
    its data fairly onto multiple processes, avoiding bottlenecks in high throughput
    scenarios.\r\nSkueuecan be used in highly dynamic environments, through the addition
    of join and leave requests to the standard queue operations enqueue and dequeue.\r\nFurthermore
    Skueue satisfies sequential consistency in the asynchronous message passing model.\r\nScalability
    is achieved by aggregating multiple requests to a batch, which can then be processed
    in a distributed fashion without hurting the queue semantics.\r\nOperations in
    Skueue need a logarithmic number of rounds w.h.p. until they are processed, even
    under a high rate of incoming requests."
author:
- first_name: Michael
  full_name: Feldmann, Michael
  id: '23538'
  last_name: Feldmann
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
- first_name: Alexander
  full_name: Setzer, Alexander
  id: '11108'
  last_name: Setzer
citation:
  ama: 'Feldmann M, Scheideler C, Setzer A. Skueue: A Scalable and Sequentially Consistent
    Distributed Queue. In: <i>Proceedings of the 32nd IEEE International Parallel
    &#38; Distributed Processing Symposium (IPDPS)</i>. IEEE; 2018. doi:<a href="https://doi.org/10.1109/IPDPS.2018.00113">10.1109/IPDPS.2018.00113</a>'
  apa: 'Feldmann, M., Scheideler, C., &#38; Setzer, A. (2018). Skueue: A Scalable
    and Sequentially Consistent Distributed Queue. In <i>Proceedings of the 32nd IEEE
    International Parallel &#38; Distributed Processing Symposium (IPDPS)</i>. Vancouver:
    IEEE. <a href="https://doi.org/10.1109/IPDPS.2018.00113">https://doi.org/10.1109/IPDPS.2018.00113</a>'
  bibtex: '@inproceedings{Feldmann_Scheideler_Setzer_2018, title={Skueue: A Scalable
    and Sequentially Consistent Distributed Queue}, DOI={<a href="https://doi.org/10.1109/IPDPS.2018.00113">10.1109/IPDPS.2018.00113</a>},
    booktitle={Proceedings of the 32nd IEEE International Parallel &#38; Distributed
    Processing Symposium (IPDPS)}, publisher={IEEE}, author={Feldmann, Michael and
    Scheideler, Christian and Setzer, Alexander}, year={2018} }'
  chicago: 'Feldmann, Michael, Christian Scheideler, and Alexander Setzer. “Skueue:
    A Scalable and Sequentially Consistent Distributed Queue.” In <i>Proceedings of
    the 32nd IEEE International Parallel &#38; Distributed Processing Symposium (IPDPS)</i>.
    IEEE, 2018. <a href="https://doi.org/10.1109/IPDPS.2018.00113">https://doi.org/10.1109/IPDPS.2018.00113</a>.'
  ieee: 'M. Feldmann, C. Scheideler, and A. Setzer, “Skueue: A Scalable and Sequentially
    Consistent Distributed Queue,” in <i>Proceedings of the 32nd IEEE International
    Parallel &#38; Distributed Processing Symposium (IPDPS)</i>, Vancouver, 2018.'
  mla: 'Feldmann, Michael, et al. “Skueue: A Scalable and Sequentially Consistent
    Distributed Queue.” <i>Proceedings of the 32nd IEEE International Parallel &#38;
    Distributed Processing Symposium (IPDPS)</i>, IEEE, 2018, doi:<a href="https://doi.org/10.1109/IPDPS.2018.00113">10.1109/IPDPS.2018.00113</a>.'
  short: 'M. Feldmann, C. Scheideler, A. Setzer, in: Proceedings of the 32nd IEEE
    International Parallel &#38; Distributed Processing Symposium (IPDPS), IEEE, 2018.'
conference:
  end_date: 2018-5-24
  location: Vancouver
  name: 32nd IEEE International Parallel & Distributed Processing Symposium (IPDPS)
  start_date: 2018-5-22
date_created: 2018-02-01T14:00:36Z
date_updated: 2022-01-06T06:51:05Z
ddc:
- '040'
department:
- _id: '79'
doi: 10.1109/IPDPS.2018.00113
external_id:
  arxiv:
  - '1802.07504'
file:
- access_level: closed
  content_type: application/pdf
  creator: mfeldma2
  date_created: 2018-10-31T13:29:26Z
  date_updated: 2018-10-31T13:29:26Z
  file_id: '5212'
  file_name: 08425257.pdf
  file_size: 218420
  relation: main_file
  success: 1
file_date_updated: 2018-10-31T13:29:26Z
has_accepted_license: '1'
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: Proceedings of the 32nd IEEE International Parallel & Distributed Processing
  Symposium (IPDPS)
publisher: IEEE
status: public
title: 'Skueue: A Scalable and Sequentially Consistent Distributed Queue'
type: conference
user_id: '23538'
year: '2018'
...
---
_id: '1165'
author:
- first_name: Linus Matthias
  full_name: Witschen, Linus Matthias
  id: '49051'
  last_name: Witschen
- first_name: Tobias
  full_name: Wiersema, Tobias
  id: '3118'
  last_name: Wiersema
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: Witschen LM, Wiersema T, Platzner M. Making the Case for Proof-carrying Approximate
    Circuits. <i>4th Workshop On Approximate Computing (WAPCO 2018)</i>. 2018.
  apa: Witschen, L. M., Wiersema, T., &#38; Platzner, M. (2018). Making the Case for
    Proof-carrying Approximate Circuits. <i>4th Workshop On Approximate Computing
    (WAPCO 2018)</i>.
  bibtex: '@article{Witschen_Wiersema_Platzner_2018, title={Making the Case for Proof-carrying
    Approximate Circuits}, journal={4th Workshop On Approximate Computing (WAPCO 2018)},
    author={Witschen, Linus Matthias and Wiersema, Tobias and Platzner, Marco}, year={2018}
    }'
  chicago: Witschen, Linus Matthias, Tobias Wiersema, and Marco Platzner. “Making
    the Case for Proof-Carrying Approximate Circuits.” <i>4th Workshop On Approximate
    Computing (WAPCO 2018)</i>, 2018.
  ieee: L. M. Witschen, T. Wiersema, and M. Platzner, “Making the Case for Proof-carrying
    Approximate Circuits,” <i>4th Workshop On Approximate Computing (WAPCO 2018)</i>.
    2018.
  mla: Witschen, Linus Matthias, et al. “Making the Case for Proof-Carrying Approximate
    Circuits.” <i>4th Workshop On Approximate Computing (WAPCO 2018)</i>, 2018.
  short: L.M. Witschen, T. Wiersema, M. Platzner, 4th Workshop On Approximate Computing
    (WAPCO 2018) (2018).
date_created: 2018-02-01T14:24:54Z
date_updated: 2022-01-06T06:51:06Z
ddc:
- '000'
department:
- _id: '7'
- _id: '34'
- _id: '78'
file:
- access_level: closed
  content_type: application/pdf
  creator: tobias82
  date_created: 2018-11-26T08:00:53Z
  date_updated: 2018-11-26T08:00:53Z
  file_id: '5821'
  file_name: WitschenWP2018[1].pdf
  file_size: 287224
  relation: main_file
  success: 1
file_date_updated: 2018-11-26T08:00:53Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '12'
  name: SFB 901 - Subproject B4
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: 4th Workshop On Approximate Computing (WAPCO 2018)
status: public
title: Making the Case for Proof-carrying Approximate Circuits
type: preprint
user_id: '49051'
year: '2018'
...
---
_id: '2109'
abstract:
- lang: eng
  text: In multinomial classification, reduction techniques are commonly used to decompose
    the original learning problem into several simpler problems. For example, by recursively
    bisecting the original set of classes, so-called nested dichotomies define a set
    of binary classification problems that are organized in the structure of a binary
    tree. In contrast to the existing one-shot heuristics for constructing nested
    dichotomies and motivated by recent work on algorithm configuration, we propose
    a genetic algorithm for optimizing the structure of such dichotomies. A key component
    of this approach is the proposed genetic representation that facilitates the application
    of standard genetic operators, while still supporting the exchange of partial
    solutions under recombination. We evaluate the approach in an extensive experimental
    study, showing that it yields classifiers with superior generalization performance.
author:
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Wever MD, Mohr F, Hüllermeier E. Ensembles of Evolved Nested Dichotomies for
    Classification. In: <i>Proceedings of the Genetic and Evolutionary Computation
    Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018</i>. Kyoto, Japan: ACM;
    2018. doi:<a href="https://doi.org/10.1145/3205455.3205562">10.1145/3205455.3205562</a>'
  apa: 'Wever, M. D., Mohr, F., &#38; Hüllermeier, E. (2018). Ensembles of Evolved
    Nested Dichotomies for Classification. In <i>Proceedings of the Genetic and Evolutionary
    Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018</i>. Kyoto,
    Japan: ACM. <a href="https://doi.org/10.1145/3205455.3205562">https://doi.org/10.1145/3205455.3205562</a>'
  bibtex: '@inproceedings{Wever_Mohr_Hüllermeier_2018, place={Kyoto, Japan}, title={Ensembles
    of Evolved Nested Dichotomies for Classification}, DOI={<a href="https://doi.org/10.1145/3205455.3205562">10.1145/3205455.3205562</a>},
    booktitle={Proceedings of the Genetic and Evolutionary Computation Conference,
    GECCO 2018, Kyoto, Japan, July 15-19, 2018}, publisher={ACM}, author={Wever, Marcel
    Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2018} }'
  chicago: 'Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Ensembles of
    Evolved Nested Dichotomies for Classification.” In <i>Proceedings of the Genetic
    and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19,
    2018</i>. Kyoto, Japan: ACM, 2018. <a href="https://doi.org/10.1145/3205455.3205562">https://doi.org/10.1145/3205455.3205562</a>.'
  ieee: M. D. Wever, F. Mohr, and E. Hüllermeier, “Ensembles of Evolved Nested Dichotomies
    for Classification,” in <i>Proceedings of the Genetic and Evolutionary Computation
    Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018</i>, Kyoto, Japan, 2018.
  mla: Wever, Marcel Dominik, et al. “Ensembles of Evolved Nested Dichotomies for
    Classification.” <i>Proceedings of the Genetic and Evolutionary Computation Conference,
    GECCO 2018, Kyoto, Japan, July 15-19, 2018</i>, ACM, 2018, doi:<a href="https://doi.org/10.1145/3205455.3205562">10.1145/3205455.3205562</a>.
  short: 'M.D. Wever, F. Mohr, E. Hüllermeier, in: Proceedings of the Genetic and
    Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018,
    ACM, Kyoto, Japan, 2018.'
conference:
  end_date: 2018-07-19
  location: Kyoto, Japan
  name: GECCO 2018
  start_date: 2018-07-15
date_created: 2018-03-31T13:51:23Z
date_updated: 2022-01-06T06:54:45Z
ddc:
- '000'
department:
- _id: '355'
doi: 10.1145/3205455.3205562
file:
- access_level: closed
  content_type: application/pdf
  creator: ups
  date_created: 2018-11-02T14:33:54Z
  date_updated: 2018-11-02T14:33:54Z
  file_id: '5275'
  file_name: p561-wever.pdf
  file_size: 875404
  relation: main_file
  success: 1
file_date_updated: 2018-11-02T14:33:54Z
has_accepted_license: '1'
keyword:
- Classification
- Hierarchical Decomposition
- Indirect Encoding
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://dl.acm.org/citation.cfm?doid=3205455.3205562
oa: '1'
place: Kyoto, Japan
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
  2018, Kyoto, Japan, July 15-19, 2018
publication_status: published
publisher: ACM
status: public
title: Ensembles of Evolved Nested Dichotomies for Classification
type: conference
user_id: '33176'
year: '2018'
...
---
_id: '17713'
author:
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Wever MD, Mohr F, Hüllermeier E. Automated Multi-Label Classification based
    on ML-Plan. Published online 2018.
  apa: Wever, M. D., Mohr, F., &#38; Hüllermeier, E. (2018). <i>Automated Multi-Label
    Classification based on ML-Plan</i>. Arxiv.
  bibtex: '@article{Wever_Mohr_Hüllermeier_2018, title={Automated Multi-Label Classification
    based on ML-Plan}, publisher={Arxiv}, author={Wever, Marcel Dominik and Mohr,
    Felix and Hüllermeier, Eyke}, year={2018} }'
  chicago: Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Automated Multi-Label
    Classification Based on ML-Plan.” Arxiv, 2018.
  ieee: M. D. Wever, F. Mohr, and E. Hüllermeier, “Automated Multi-Label Classification
    based on ML-Plan.” Arxiv, 2018.
  mla: Wever, Marcel Dominik, et al. <i>Automated Multi-Label Classification Based
    on ML-Plan</i>. Arxiv, 2018.
  short: M.D. Wever, F. Mohr, E. Hüllermeier, (2018).
date_created: 2020-08-07T11:38:10Z
date_updated: 2022-01-06T06:53:17Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/pdf/1811.04060.pdf
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publisher: Arxiv
status: public
title: Automated Multi-Label Classification based on ML-Plan
type: preprint
user_id: '5786'
year: '2018'
...
---
_id: '17714'
author:
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: Mohr F, Wever MD, Hüllermeier E. Automated machine learning service composition.
    Published online 2018.
  apa: Mohr, F., Wever, M. D., &#38; Hüllermeier, E. (2018). <i>Automated machine
    learning service composition</i>.
  bibtex: '@article{Mohr_Wever_Hüllermeier_2018, title={Automated machine learning
    service composition}, author={Mohr, Felix and Wever, Marcel Dominik and Hüllermeier,
    Eyke}, year={2018} }'
  chicago: Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “Automated Machine
    Learning Service Composition,” 2018.
  ieee: F. Mohr, M. D. Wever, and E. Hüllermeier, “Automated machine learning service
    composition.” 2018.
  mla: Mohr, Felix, et al. <i>Automated Machine Learning Service Composition</i>.
    2018.
  short: F. Mohr, M.D. Wever, E. Hüllermeier, (2018).
date_created: 2020-08-07T11:40:13Z
date_updated: 2022-01-06T06:53:17Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/pdf/1809.00486.pdf
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
title: Automated machine learning service composition
type: preprint
user_id: '5786'
year: '2018'
...
