---
_id: '58473'
abstract:
- lang: eng
  text: Using a large unique longitudinal survey data set from Germany covering more
    than 5,000 households, we analyze stated intentions and actual implementations
    of both flood-proofing and heat stress reduction measures to assess the intention
    behavior gap (IBG) in climate change adaptation. Our results do not only reveal
    a substantial IBG for most stated intentions, but also show their limits in serving
    as a good predictor for realized actions later. Moreover, the IBG itself can hardly
    be explained by observable household data characteristics. While we do find some
    similarities in explanatory variables affecting both intentions and implementations,
    these variables provide only little insights into the actual levels of implemented
    actions. In line with regret theory, the IBG in our data can be partly explained
    by anticipated regret caused by a feeling of having invested in vain in cases
    where adaptation measures are installed, but extreme weather events do not occur
    for the time being. Our results are informative for adaptation-related communication
    campaigns and public policy interventions, especially in the aftermath of natural
    disasters.
article_type: original
author:
- first_name: Daniel
  full_name: Osberghaus, Daniel
  last_name: Osberghaus
- first_name: Wouter
  full_name: Botzen, Wouter
  last_name: Botzen
- first_name: Martin
  full_name: Kesternich, Martin
  id: '98922'
  last_name: Kesternich
  orcid: 0000-0002-0653-7680
citation:
  ama: 'Osberghaus D, Botzen W, Kesternich M. The intention-behavior gap in climate
    change adaptation: Evidence from longitudinal survey data. <i>Ecological Economics
    </i>. Published online 2025.'
  apa: 'Osberghaus, D., Botzen, W., &#38; Kesternich, M. (2025). The intention-behavior
    gap in climate change adaptation: Evidence from longitudinal survey data. <i>Ecological
    Economics </i>.'
  bibtex: '@article{Osberghaus_Botzen_Kesternich_2025, title={The intention-behavior
    gap in climate change adaptation: Evidence from longitudinal survey data}, journal={Ecological
    Economics }, author={Osberghaus, Daniel and Botzen, Wouter and Kesternich, Martin},
    year={2025} }'
  chicago: 'Osberghaus, Daniel, Wouter Botzen, and Martin Kesternich. “The Intention-Behavior
    Gap in Climate Change Adaptation: Evidence from Longitudinal Survey Data.” <i>Ecological
    Economics </i>, 2025.'
  ieee: 'D. Osberghaus, W. Botzen, and M. Kesternich, “The intention-behavior gap
    in climate change adaptation: Evidence from longitudinal survey data,” <i>Ecological
    Economics </i>, 2025.'
  mla: 'Osberghaus, Daniel, et al. “The Intention-Behavior Gap in Climate Change Adaptation:
    Evidence from Longitudinal Survey Data.” <i>Ecological Economics </i>, 2025.'
  short: D. Osberghaus, W. Botzen, M. Kesternich, Ecological Economics  (2025).
date_created: 2025-01-31T14:20:46Z
date_updated: 2025-02-03T12:04:07Z
keyword:
- Intention-behavior gap
- Adaptation
- Climate Change
- Flooding
- Heat
language:
- iso: eng
publication: 'Ecological Economics '
status: public
title: 'The intention-behavior gap in climate change adaptation: Evidence from longitudinal
  survey data'
type: journal_article
user_id: '98922'
year: '2025'
...
---
_id: '62643'
author:
- first_name: Tobias
  full_name: Schwabe, Tobias
  id: '39217'
  last_name: Schwabe
- first_name: Christian
  full_name: Kress, Christian
  id: '13256'
  last_name: Kress
  orcid: 0000-0002-4403-2237
- first_name: Stephan
  full_name: Kruse, Stephan
  id: '38254'
  last_name: Kruse
- first_name: Maxim
  full_name: Weizel, Maxim
  id: '44271'
  last_name: Weizel
  orcid: 0000-0003-2699-9839
- first_name: Hanjo
  full_name: Rhee, Hanjo
  last_name: Rhee
- first_name: J. Christoph
  full_name: Scheytt, J. Christoph
  id: '37144'
  last_name: Scheytt
  orcid: '0000-0002-5950-6618 '
citation:
  ama: Schwabe T, Kress C, Kruse S, Weizel M, Rhee H, Scheytt JC. Forward-Biased Silicon
    Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation in
    a 250 nm EPIC BiCMOS Technology. <i>Journal of Lightwave Technology</i>. 2025;43(1):255-270.
    doi:<a href="https://doi.org/10.1109/JLT.2024.3450949">10.1109/JLT.2024.3450949</a>
  apa: Schwabe, T., Kress, C., Kruse, S., Weizel, M., Rhee, H., &#38; Scheytt, J.
    C. (2025). Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic
    Co-Simulation and Validation in a 250 nm EPIC BiCMOS Technology. <i>Journal of
    Lightwave Technology</i>, <i>43</i>(1), 255–270. <a href="https://doi.org/10.1109/JLT.2024.3450949">https://doi.org/10.1109/JLT.2024.3450949</a>
  bibtex: '@article{Schwabe_Kress_Kruse_Weizel_Rhee_Scheytt_2025, title={Forward-Biased
    Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation
    in a 250 nm EPIC BiCMOS Technology}, volume={43}, DOI={<a href="https://doi.org/10.1109/JLT.2024.3450949">10.1109/JLT.2024.3450949</a>},
    number={1}, journal={Journal of Lightwave Technology}, author={Schwabe, Tobias
    and Kress, Christian and Kruse, Stephan and Weizel, Maxim and Rhee, Hanjo and
    Scheytt, J. Christoph}, year={2025}, pages={255–270} }'
  chicago: 'Schwabe, Tobias, Christian Kress, Stephan Kruse, Maxim Weizel, Hanjo Rhee,
    and J. Christoph Scheytt. “Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic
    Co-Simulation and Validation in a 250 Nm EPIC BiCMOS Technology.” <i>Journal of
    Lightwave Technology</i> 43, no. 1 (2025): 255–70. <a href="https://doi.org/10.1109/JLT.2024.3450949">https://doi.org/10.1109/JLT.2024.3450949</a>.'
  ieee: 'T. Schwabe, C. Kress, S. Kruse, M. Weizel, H. Rhee, and J. C. Scheytt, “Forward-Biased
    Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation and Validation
    in a 250 nm EPIC BiCMOS Technology,” <i>Journal of Lightwave Technology</i>, vol.
    43, no. 1, pp. 255–270, 2025, doi: <a href="https://doi.org/10.1109/JLT.2024.3450949">10.1109/JLT.2024.3450949</a>.'
  mla: Schwabe, Tobias, et al. “Forward-Biased Silicon Phase Shifter Modeling for
    Electronic-Photonic Co-Simulation and Validation in a 250 Nm EPIC BiCMOS Technology.”
    <i>Journal of Lightwave Technology</i>, vol. 43, no. 1, 2025, pp. 255–70, doi:<a
    href="https://doi.org/10.1109/JLT.2024.3450949">10.1109/JLT.2024.3450949</a>.
  short: T. Schwabe, C. Kress, S. Kruse, M. Weizel, H. Rhee, J.C. Scheytt, Journal
    of Lightwave Technology 43 (2025) 255–270.
date_created: 2025-11-27T07:14:34Z
date_updated: 2025-11-27T07:16:01Z
department:
- _id: '58'
doi: 10.1109/JLT.2024.3450949
intvolume: '        43'
issue: '1'
keyword:
- Integrated circuit modeling
- Capacitance
- Silicon
- Modulation
- Adaptation models
- Semiconductor device modeling
- Bandwidth
- Data communication
- electrooptical transmitter
- equalization
- free-carrier-plasma dispersion effect
- modelling
- optical modulator
- phase shifter
- silicon photonics
language:
- iso: eng
page: 255-270
publication: Journal of Lightwave Technology
status: public
title: Forward-Biased Silicon Phase Shifter Modeling for Electronic-Photonic Co-Simulation
  and Validation in a 250 nm EPIC BiCMOS Technology
type: journal_article
user_id: '38254'
volume: 43
year: '2025'
...
---
_id: '29842'
abstract:
- lang: eng
  text: To build successful software products, developers continuously have to discover
    what features the users really need. This discovery can be achieved with continuous
    experimentation, testing different software variants with distinct user groups,
    and deploying the superior variant for all users. However, existing approaches
    do not focus on explicit modeling of variants and experiments, which offers advantages
    such as traceability of decisions and combinability of experiments. Therefore,
    our vision is the provision of model-driven continuous experimentation, which
    provides the developer with a framework for structuring the experimentation process.
    For that, we introduce the overall concept, apply it to the experimentation on
    component-based software architectures and point out future research questions.
    In particular, we show the applicability by combining feature models for modeling
    the software variants, users, and experiments (i.e., model-driven) with MAPE-K
    for the adaptation (i.e., continuous experimentation) and implementing the concept
    based on the component-based Angular framework.
author:
- first_name: Sebastian
  full_name: Gottschalk, Sebastian
  id: '47208'
  last_name: Gottschalk
- first_name: Enes
  full_name: Yigitbas, Enes
  id: '8447'
  last_name: Yigitbas
  orcid: 0000-0002-5967-833X
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Gottschalk S, Yigitbas E, Engels G. Model-driven Continuous Experimentation
    on Component-based Software Architectures . In: <i>Proceedings of the 18th International
    Conference on Software Architecture Companion </i>. IEEE; 2022. doi:<a href="https://doi.org/10.1109/ICSA-C54293.2022.00011">10.1109/ICSA-C54293.2022.00011</a>'
  apa: Gottschalk, S., Yigitbas, E., &#38; Engels, G. (2022). Model-driven Continuous
    Experimentation on Component-based Software Architectures . <i>Proceedings of
    the 18th International Conference on Software Architecture Companion </i>. 18th
    International Conference on Software Architecture , Hawaii. <a href="https://doi.org/10.1109/ICSA-C54293.2022.00011">https://doi.org/10.1109/ICSA-C54293.2022.00011</a>
  bibtex: '@inproceedings{Gottschalk_Yigitbas_Engels_2022, title={Model-driven Continuous
    Experimentation on Component-based Software Architectures }, DOI={<a href="https://doi.org/10.1109/ICSA-C54293.2022.00011">10.1109/ICSA-C54293.2022.00011</a>},
    booktitle={Proceedings of the 18th International Conference on Software Architecture
    Companion }, publisher={IEEE}, author={Gottschalk, Sebastian and Yigitbas, Enes
    and Engels, Gregor}, year={2022} }'
  chicago: Gottschalk, Sebastian, Enes Yigitbas, and Gregor Engels. “Model-Driven
    Continuous Experimentation on Component-Based Software Architectures .” In <i>Proceedings
    of the 18th International Conference on Software Architecture Companion </i>.
    IEEE, 2022. <a href="https://doi.org/10.1109/ICSA-C54293.2022.00011">https://doi.org/10.1109/ICSA-C54293.2022.00011</a>.
  ieee: 'S. Gottschalk, E. Yigitbas, and G. Engels, “Model-driven Continuous Experimentation
    on Component-based Software Architectures ,” presented at the 18th International
    Conference on Software Architecture , Hawaii, 2022, doi: <a href="https://doi.org/10.1109/ICSA-C54293.2022.00011">10.1109/ICSA-C54293.2022.00011</a>.'
  mla: Gottschalk, Sebastian, et al. “Model-Driven Continuous Experimentation on Component-Based
    Software Architectures .” <i>Proceedings of the 18th International Conference
    on Software Architecture Companion </i>, IEEE, 2022, doi:<a href="https://doi.org/10.1109/ICSA-C54293.2022.00011">10.1109/ICSA-C54293.2022.00011</a>.
  short: 'S. Gottschalk, E. Yigitbas, G. Engels, in: Proceedings of the 18th International
    Conference on Software Architecture Companion , IEEE, 2022.'
conference:
  end_date: 2022-03-15
  location: Hawaii
  name: '18th International Conference on Software Architecture '
  start_date: 2022-03-12
date_created: 2022-02-15T07:32:10Z
date_updated: 2022-07-04T12:34:53Z
ddc:
- '000'
department:
- _id: '66'
- _id: '534'
doi: 10.1109/ICSA-C54293.2022.00011
file:
- access_level: open_access
  content_type: application/pdf
  creator: sego
  date_created: 2022-07-04T12:33:18Z
  date_updated: 2022-07-04T12:34:52Z
  file_id: '32322'
  file_name: ICSA_CR.pdf
  file_size: 183185
  relation: main_file
file_date_updated: 2022-07-04T12:34:52Z
has_accepted_license: '1'
keyword:
- continuous experimentation
- model-driven
- component-based software architectures
- self-adaptation
language:
- iso: eng
oa: '1'
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '17'
  name: 'SFB 901 - C5: SFB 901 - Subproject C5'
publication: 'Proceedings of the 18th International Conference on Software Architecture
  Companion '
publisher: IEEE
status: public
title: 'Model-driven Continuous Experimentation on Component-based Software Architectures '
type: conference
user_id: '47208'
year: '2022'
...
---
_id: '32565'
abstract:
- lang: eng
  text: The family plays an important role in adolescents’ social development. Yet
    there is little information about the impact of family climate on adolescents’
    social adaptation, and the term “family climate” is seldom clearly defined and
    is usually related to other concepts, such as family systems or family environments.
    To understand the core of family climate, this study conducted a systematic review
    to analyze research about family climate associated with adolescents’ social adaptation
    in community samples. A search of empirical research published over the last 20 years
    identified 12 relevant studies. The studies revealed that family climate can mainly
    be described in terms of cohesion, conflict, organization, adaptability, and expressiveness.
    Family climate was shown to be a good predictor of both problem-solving skills
    and violence in relationships and exhibited further associations with other aspects
    of social adaptation. This review revealed a need for more systematic and longitudinal
    research on family climate in community samples.
author:
- first_name: Ricarda
  full_name: Kurock, Ricarda
  id: '78797'
  last_name: Kurock
- first_name: Nicole
  full_name: Gruchel, Nicole
  id: '38556'
  last_name: Gruchel
- first_name: Sabrina
  full_name: Bonanati, Sabrina
  last_name: Bonanati
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
citation:
  ama: 'Kurock R, Gruchel N, Bonanati S, Buhl HM. Family Climate and Social Adaptation
    of Adolescents in Community Samples: A Systematic Review. <i>Adolescent Research
    Review</i>. Published online 2022. doi:<a href="https://doi.org/10.1007/s40894-022-00189-2">10.1007/s40894-022-00189-2</a>'
  apa: 'Kurock, R., Gruchel, N., Bonanati, S., &#38; Buhl, H. M. (2022). Family Climate
    and Social Adaptation of Adolescents in Community Samples: A Systematic Review.
    <i>Adolescent Research Review</i>. <a href="https://doi.org/10.1007/s40894-022-00189-2">https://doi.org/10.1007/s40894-022-00189-2</a>'
  bibtex: '@article{Kurock_Gruchel_Bonanati_Buhl_2022, title={Family Climate and Social
    Adaptation of Adolescents in Community Samples: A Systematic Review}, DOI={<a
    href="https://doi.org/10.1007/s40894-022-00189-2">10.1007/s40894-022-00189-2</a>},
    journal={Adolescent Research Review}, publisher={Springer Science and Business
    Media LLC}, author={Kurock, Ricarda and Gruchel, Nicole and Bonanati, Sabrina
    and Buhl, Heike M.}, year={2022} }'
  chicago: 'Kurock, Ricarda, Nicole Gruchel, Sabrina Bonanati, and Heike M. Buhl.
    “Family Climate and Social Adaptation of Adolescents in Community Samples: A Systematic
    Review.” <i>Adolescent Research Review</i>, 2022. <a href="https://doi.org/10.1007/s40894-022-00189-2">https://doi.org/10.1007/s40894-022-00189-2</a>.'
  ieee: 'R. Kurock, N. Gruchel, S. Bonanati, and H. M. Buhl, “Family Climate and Social
    Adaptation of Adolescents in Community Samples: A Systematic Review,” <i>Adolescent
    Research Review</i>, 2022, doi: <a href="https://doi.org/10.1007/s40894-022-00189-2">10.1007/s40894-022-00189-2</a>.'
  mla: 'Kurock, Ricarda, et al. “Family Climate and Social Adaptation of Adolescents
    in Community Samples: A Systematic Review.” <i>Adolescent Research Review</i>,
    Springer Science and Business Media LLC, 2022, doi:<a href="https://doi.org/10.1007/s40894-022-00189-2">10.1007/s40894-022-00189-2</a>.'
  short: R. Kurock, N. Gruchel, S. Bonanati, H.M. Buhl, Adolescent Research Review
    (2022).
date_created: 2022-08-03T06:10:07Z
date_updated: 2023-12-20T13:37:55Z
department:
- _id: '427'
doi: 10.1007/s40894-022-00189-2
keyword:
- Family environment
- Family system
- Adolescents
- Social adaptation
- Systematic review
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/content/pdf/10.1007/s40894-022-00189-2.pdf
oa: '1'
project:
- _id: '378'
  grant_number: 01JD1814A
  name: 'DigHomE: DigHomE: Digital Home Learning Environment – Gelingensbedingungen
    elterlicher Unterstützung bei der informationsorientierten Internetnutzung'
publication: Adolescent Research Review
publication_identifier:
  issn:
  - 2363-8346
  - 2363-8354
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Family Climate and Social Adaptation of Adolescents in Community Samples:
  A Systematic Review'
type: journal_article
user_id: '78797'
year: '2022'
...
---
_id: '21808'
abstract:
- lang: eng
  text: "Modern services consist of interconnected components,e.g., microservices
    in a service mesh or machine learning functions in a pipeline. These services
    can scale and run across multiple network nodes on demand. To process incoming
    traffic, service components have to be instantiated and traffic assigned to these
    instances, taking capacities, changing demands, and Quality of Service (QoS) requirements
    into account. This challenge is usually solved with custom approaches designed
    by experts. While this typically works well for the considered scenario, the models
    often rely on unrealistic assumptions or on knowledge that is not available in
    practice (e.g., a priori knowledge).\r\n\r\nWe propose DeepCoord, a novel deep
    reinforcement learning approach that learns how to best coordinate services and
    is geared towards realistic assumptions. It interacts with the network and relies
    on available, possibly delayed monitoring information. Rather than defining a
    complex model or an algorithm on how to achieve an objective, our model-free approach
    adapts to various objectives and traffic patterns. An agent is trained offline
    without expert knowledge and then applied online with minimal overhead. Compared
    to a state-of-the-art heuristic, DeepCoord significantly improves flow throughput
    (up to 76%) and overall network utility (more than 2x) on realworld network topologies
    and traffic traces. It also supports optimizing multiple, possibly competing objectives,
    learns to respect QoS requirements, generalizes to scenarios with unseen, stochastic
    traffic, and scales to large real-world networks. For reproducibility and reuse,
    our code is publicly available."
article_type: original
author:
- first_name: Stefan Balthasar
  full_name: Schneider, Stefan Balthasar
  id: '35343'
  last_name: Schneider
  orcid: 0000-0001-8210-4011
- first_name: Ramin
  full_name: Khalili, Ramin
  last_name: Khalili
- first_name: Adnan
  full_name: Manzoor, Adnan
  last_name: Manzoor
- first_name: Haydar
  full_name: Qarawlus, Haydar
  last_name: Qarawlus
- first_name: Rafael
  full_name: Schellenberg, Rafael
  last_name: Schellenberg
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
- first_name: Artur
  full_name: Hecker, Artur
  last_name: Hecker
citation:
  ama: Schneider SB, Khalili R, Manzoor A, et al. Self-Learning Multi-Objective Service
    Coordination Using Deep Reinforcement Learning. <i>Transactions on Network and
    Service Management</i>. 2021. doi:<a href="https://doi.org/10.1109/TNSM.2021.3076503">10.1109/TNSM.2021.3076503</a>
  apa: Schneider, S. B., Khalili, R., Manzoor, A., Qarawlus, H., Schellenberg, R.,
    Karl, H., &#38; Hecker, A. (2021). Self-Learning Multi-Objective Service Coordination
    Using Deep Reinforcement Learning. <i>Transactions on Network and Service Management</i>.
    <a href="https://doi.org/10.1109/TNSM.2021.3076503">https://doi.org/10.1109/TNSM.2021.3076503</a>
  bibtex: '@article{Schneider_Khalili_Manzoor_Qarawlus_Schellenberg_Karl_Hecker_2021,
    title={Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement
    Learning}, DOI={<a href="https://doi.org/10.1109/TNSM.2021.3076503">10.1109/TNSM.2021.3076503</a>},
    journal={Transactions on Network and Service Management}, publisher={IEEE}, author={Schneider,
    Stefan Balthasar and Khalili, Ramin and Manzoor, Adnan and Qarawlus, Haydar and
    Schellenberg, Rafael and Karl, Holger and Hecker, Artur}, year={2021} }'
  chicago: Schneider, Stefan Balthasar, Ramin Khalili, Adnan Manzoor, Haydar Qarawlus,
    Rafael Schellenberg, Holger Karl, and Artur Hecker. “Self-Learning Multi-Objective
    Service Coordination Using Deep Reinforcement Learning.” <i>Transactions on Network
    and Service Management</i>, 2021. <a href="https://doi.org/10.1109/TNSM.2021.3076503">https://doi.org/10.1109/TNSM.2021.3076503</a>.
  ieee: S. B. Schneider <i>et al.</i>, “Self-Learning Multi-Objective Service Coordination
    Using Deep Reinforcement Learning,” <i>Transactions on Network and Service Management</i>,
    2021.
  mla: Schneider, Stefan Balthasar, et al. “Self-Learning Multi-Objective Service
    Coordination Using Deep Reinforcement Learning.” <i>Transactions on Network and
    Service Management</i>, IEEE, 2021, doi:<a href="https://doi.org/10.1109/TNSM.2021.3076503">10.1109/TNSM.2021.3076503</a>.
  short: S.B. Schneider, R. Khalili, A. Manzoor, H. Qarawlus, R. Schellenberg, H.
    Karl, A. Hecker, Transactions on Network and Service Management (2021).
date_created: 2021-04-27T08:04:16Z
date_updated: 2022-01-06T06:55:15Z
ddc:
- '000'
department:
- _id: '75'
doi: 10.1109/TNSM.2021.3076503
file:
- access_level: open_access
  content_type: application/pdf
  creator: stschn
  date_created: 2021-04-27T08:01:26Z
  date_updated: 2021-04-27T08:01:26Z
  description: Author version of the accepted paper
  file_id: '21809'
  file_name: ris-accepted-version.pdf
  file_size: 4172270
  relation: main_file
file_date_updated: 2021-04-27T08:01:26Z
has_accepted_license: '1'
keyword:
- network management
- service management
- coordination
- reinforcement learning
- self-learning
- self-adaptation
- multi-objective
language:
- iso: eng
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '16'
  name: SFB 901 - Subproject C4
publication: Transactions on Network and Service Management
publisher: IEEE
status: public
title: Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement
  Learning
type: journal_article
user_id: '35343'
year: '2021'
...
---
_id: '33854'
abstract:
- lang: eng
  text: "Macrodiversity is a key technique to increase the capacity of mobile networks.
    It can be realized using coordinated multipoint (CoMP), simultaneously connecting
    users to multiple overlapping cells. Selecting which users to serve by how many
    and which cells is NP-hard but needs to happen continuously in real time as users
    move and channel state changes. Existing approaches often require strict assumptions
    about or perfect knowledge of the underlying radio system, its resource allocation
    scheme, or user movements, none of which is readily available in practice.\r\n\r\nInstead,
    we propose three novel self-learning and self-adapting approaches using model-free
    deep reinforcement learning (DRL): DeepCoMP, DD-CoMP, and D3-CoMP. DeepCoMP leverages
    central observations and control of all users to select cells almost optimally.
    DD-CoMP and D3-CoMP use multi-agent DRL, which allows distributed, robust, and
    highly scalable coordination. All three approaches learn from experience and self-adapt
    to varying scenarios, reaching 2x higher Quality of Experience than other approaches.
    They have very few built-in assumptions and do not need prior system knowledge,
    making them more robust to change and better applicable in practice than existing
    approaches."
author:
- first_name: Stefan Balthasar
  full_name: Schneider, Stefan Balthasar
  id: '35343'
  last_name: Schneider
  orcid: 0000-0001-8210-4011
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
- first_name: Ramin
  full_name: Khalili, Ramin
  last_name: Khalili
- first_name: Artur
  full_name: Hecker, Artur
  last_name: Hecker
citation:
  ama: 'Schneider SB, Karl H, Khalili R, Hecker A. <i>DeepCoMP: Coordinated Multipoint
    Using Multi-Agent Deep Reinforcement Learning</i>.; 2021.'
  apa: 'Schneider, S. B., Karl, H., Khalili, R., &#38; Hecker, A. (2021). <i>DeepCoMP:
    Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning</i>.'
  bibtex: '@book{Schneider_Karl_Khalili_Hecker_2021, title={DeepCoMP: Coordinated
    Multipoint Using Multi-Agent Deep Reinforcement Learning}, author={Schneider,
    Stefan Balthasar and Karl, Holger and Khalili, Ramin and Hecker, Artur}, year={2021}
    }'
  chicago: 'Schneider, Stefan Balthasar, Holger Karl, Ramin Khalili, and Artur Hecker.
    <i>DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning</i>,
    2021.'
  ieee: 'S. B. Schneider, H. Karl, R. Khalili, and A. Hecker, <i>DeepCoMP: Coordinated
    Multipoint Using Multi-Agent Deep Reinforcement Learning</i>. 2021.'
  mla: 'Schneider, Stefan Balthasar, et al. <i>DeepCoMP: Coordinated Multipoint Using
    Multi-Agent Deep Reinforcement Learning</i>. 2021.'
  short: 'S.B. Schneider, H. Karl, R. Khalili, A. Hecker, DeepCoMP: Coordinated Multipoint
    Using Multi-Agent Deep Reinforcement Learning, 2021.'
date_created: 2022-10-20T16:44:19Z
date_updated: 2022-11-18T09:59:27Z
ddc:
- '004'
department:
- _id: '75'
file:
- access_level: open_access
  content_type: application/pdf
  creator: stschn
  date_created: 2022-10-20T16:41:10Z
  date_updated: 2022-10-20T16:41:10Z
  file_id: '33855'
  file_name: preprint.pdf
  file_size: 2521656
  relation: main_file
file_date_updated: 2022-10-20T16:41:10Z
has_accepted_license: '1'
keyword:
- mobility management
- coordinated multipoint
- CoMP
- cell selection
- resource management
- reinforcement learning
- multi agent
- MARL
- self-learning
- self-adaptation
- QoE
language:
- iso: eng
oa: '1'
project:
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
  name: 'SFB 901 - C4: SFB 901 - Subproject C4'
- _id: '1'
  name: 'SFB 901: SFB 901'
status: public
title: 'DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning'
type: working_paper
user_id: '477'
year: '2021'
...
---
_id: '18249'
abstract:
- lang: eng
  text: Augmented Reality (AR) has recently found high attention in mobile shopping
    apps such as in domains like furniture or decoration. Here, the developers of
    the apps focus on the positioning of atomic 3D objects in the physical environment.
    With this focus, they neglect the conﬁguration of multi-faceted 3D object composition
    according to the user needs and environmental constraints. To tackle these challenges,
    we present a model-based approach to support AR-assisted product con-ﬁguration
    based on the concept of Dynamic Software Product Lines. Our approach splits products
    (e.g. table) into parts (e.g. tabletop, ta-ble legs, funnier) with their 3D objects
    and additional information (e.g. name, price). The possible products, which can
    be conﬁgured out of these parts, are stored in a feature model. At runtime, this
    feature model can be used to conﬁgure 3D object compositions out of the product
    parts and adapt to user needs and environmental constraints. The beneﬁts of this
    approach are demonstrated by a case study of conﬁguring modular kitchens with
    the help of a prototypical mobile-based implementation.
author:
- first_name: Sebastian
  full_name: Gottschalk, Sebastian
  id: '47208'
  last_name: Gottschalk
- first_name: Enes
  full_name: Yigitbas, Enes
  id: '8447'
  last_name: Yigitbas
  orcid: 0000-0002-5967-833X
- first_name: Eugen
  full_name: Schmidt, Eugen
  last_name: Schmidt
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Gottschalk S, Yigitbas E, Schmidt E, Engels G. Model-based Product Configuration
    in Augmented Reality Applications. In: Bernhaupt R, Ardito C, Sauer S, eds. <i>Human-Centered
    Software Engineering. HCSE 2020</i>. Vol 12481. Lecture Notes in Computer Science.
    Cham: Springer; 2020. doi:<a href="https://doi.org/10.1007/978-3-030-64266-2_5">10.1007/978-3-030-64266-2_5</a>'
  apa: 'Gottschalk, S., Yigitbas, E., Schmidt, E., &#38; Engels, G. (2020). Model-based
    Product Configuration in Augmented Reality Applications. In R. Bernhaupt, C. Ardito,
    &#38; S. Sauer (Eds.), <i>Human-Centered Software Engineering. HCSE 2020</i> (Vol.
    12481). Cham: Springer. <a href="https://doi.org/10.1007/978-3-030-64266-2_5">https://doi.org/10.1007/978-3-030-64266-2_5</a>'
  bibtex: '@inproceedings{Gottschalk_Yigitbas_Schmidt_Engels_2020, place={Cham}, series={Lecture
    Notes in Computer Science}, title={Model-based Product Configuration in Augmented
    Reality Applications}, volume={12481}, DOI={<a href="https://doi.org/10.1007/978-3-030-64266-2_5">10.1007/978-3-030-64266-2_5</a>},
    booktitle={Human-Centered Software Engineering. HCSE 2020}, publisher={Springer},
    author={Gottschalk, Sebastian and Yigitbas, Enes and Schmidt, Eugen and Engels,
    Gregor}, editor={Bernhaupt, Regina and Ardito, Carmelo and Sauer, StefanEditors},
    year={2020}, collection={Lecture Notes in Computer Science} }'
  chicago: 'Gottschalk, Sebastian, Enes Yigitbas, Eugen Schmidt, and Gregor Engels.
    “Model-Based Product Configuration in Augmented Reality Applications.” In <i>Human-Centered
    Software Engineering. HCSE 2020</i>, edited by Regina Bernhaupt, Carmelo Ardito,
    and Stefan Sauer, Vol. 12481. Lecture Notes in Computer Science. Cham: Springer,
    2020. <a href="https://doi.org/10.1007/978-3-030-64266-2_5">https://doi.org/10.1007/978-3-030-64266-2_5</a>.'
  ieee: S. Gottschalk, E. Yigitbas, E. Schmidt, and G. Engels, “Model-based Product
    Configuration in Augmented Reality Applications,” in <i>Human-Centered Software
    Engineering. HCSE 2020</i>, Eindhoven, 2020, vol. 12481.
  mla: Gottschalk, Sebastian, et al. “Model-Based Product Configuration in Augmented
    Reality Applications.” <i>Human-Centered Software Engineering. HCSE 2020</i>,
    edited by Regina Bernhaupt et al., vol. 12481, Springer, 2020, doi:<a href="https://doi.org/10.1007/978-3-030-64266-2_5">10.1007/978-3-030-64266-2_5</a>.
  short: 'S. Gottschalk, E. Yigitbas, E. Schmidt, G. Engels, in: R. Bernhaupt, C.
    Ardito, S. Sauer (Eds.), Human-Centered Software Engineering. HCSE 2020, Springer,
    Cham, 2020.'
conference:
  end_date: 2020-12-02
  location: Eindhoven
  name: 8th International Working Conference on Human-Centered Software Engineering
    (HCSE'20)
  start_date: 2020-11-30
date_created: 2020-08-25T08:27:38Z
date_updated: 2022-01-06T06:53:28Z
ddc:
- '000'
department:
- _id: '66'
- _id: '534'
doi: 10.1007/978-3-030-64266-2_5
editor:
- first_name: Regina
  full_name: Bernhaupt, Regina
  last_name: Bernhaupt
- first_name: Carmelo
  full_name: Ardito, Carmelo
  last_name: Ardito
- first_name: Stefan
  full_name: Sauer, Stefan
  last_name: Sauer
file:
- access_level: open_access
  content_type: application/pdf
  creator: sego
  date_created: 2020-11-30T08:33:30Z
  date_updated: 2020-11-30T08:36:52Z
  file_id: '20541'
  file_name: HCSE20_full.pdf
  file_size: 2258601
  relation: main_file
file_date_updated: 2020-11-30T08:36:52Z
has_accepted_license: '1'
intvolume: '     12481'
keyword:
- Product Configuration
- Augmented Reality
- Runtime Adaptation
- Dynamic Software Product Lines
language:
- iso: eng
oa: '1'
place: Cham
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '17'
  name: SFB 901 - Subproject C5
publication: Human-Centered Software Engineering. HCSE 2020
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Model-based Product Configuration in Augmented Reality Applications
type: conference
user_id: '47208'
volume: 12481
year: '2020'
...
---
_id: '16933'
abstract:
- lang: eng
  text: The continuous innovation of its business models is an important task for
    a company to stay competitive. During this process, the company has to validate
    various hypotheses about its business models by adapting to uncertain and changing
    customer needs effectively and efficiently. This adaptation, in turn, can be supported
    by the concept of Software Product Lines (SPLs). SPLs reduce the time to market
    by deriving products for customers with changing requirements using a common set
    of features, structured as a feature model. Analogously, we support the process
    of business model adaptation by applying the engineering process of SPLs to the
    structure of the Business Model Canvas (BMC). We call this concept a Business
    Model Decision Line (BMDL). The BMDL matches business domain knowledge in the
    form of a feature model with customer needs to derive hypotheses about the business
    model together with experiments for validation. Our approach is effective by providing
    a comprehensive overview of possible business model adaptations and efficient
    by reusing experiments for different hypotheses. We implement our approach in
    a tool and illustrate the usefulness with an example of developing business models
    for a mobile application.
author:
- first_name: Sebastian
  full_name: Gottschalk, Sebastian
  id: '47208'
  last_name: Gottschalk
- first_name: Florian
  full_name: Rittmeier, Florian
  id: '5281'
  last_name: Rittmeier
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Gottschalk S, Rittmeier F, Engels G. Hypothesis-driven Adaptation of Business
    Models based on Product Line Engineering. In: <i>Proceedings of the 22nd IEEE
    International Conference on Business Informatics</i>. IEEE; 2020. doi:<a href="https://doi.org/10.1109/CBI49978.2020.00022">10.1109/CBI49978.2020.00022</a>'
  apa: 'Gottschalk, S., Rittmeier, F., &#38; Engels, G. (2020). Hypothesis-driven
    Adaptation of Business Models based on Product Line Engineering. In <i>Proceedings
    of the 22nd IEEE International Conference on Business Informatics</i>. Antwerp:
    IEEE. <a href="https://doi.org/10.1109/CBI49978.2020.00022">https://doi.org/10.1109/CBI49978.2020.00022</a>'
  bibtex: '@inproceedings{Gottschalk_Rittmeier_Engels_2020, title={Hypothesis-driven
    Adaptation of Business Models based on Product Line Engineering}, DOI={<a href="https://doi.org/10.1109/CBI49978.2020.00022">10.1109/CBI49978.2020.00022</a>},
    booktitle={Proceedings of the 22nd IEEE International Conference on Business Informatics},
    publisher={IEEE}, author={Gottschalk, Sebastian and Rittmeier, Florian and Engels,
    Gregor}, year={2020} }'
  chicago: Gottschalk, Sebastian, Florian Rittmeier, and Gregor Engels. “Hypothesis-Driven
    Adaptation of Business Models Based on Product Line Engineering.” In <i>Proceedings
    of the 22nd IEEE International Conference on Business Informatics</i>. IEEE, 2020.
    <a href="https://doi.org/10.1109/CBI49978.2020.00022">https://doi.org/10.1109/CBI49978.2020.00022</a>.
  ieee: S. Gottschalk, F. Rittmeier, and G. Engels, “Hypothesis-driven Adaptation
    of Business Models based on Product Line Engineering,” in <i>Proceedings of the
    22nd IEEE International Conference on Business Informatics</i>, Antwerp, 2020.
  mla: Gottschalk, Sebastian, et al. “Hypothesis-Driven Adaptation of Business Models
    Based on Product Line Engineering.” <i>Proceedings of the 22nd IEEE International
    Conference on Business Informatics</i>, IEEE, 2020, doi:<a href="https://doi.org/10.1109/CBI49978.2020.00022">10.1109/CBI49978.2020.00022</a>.
  short: 'S. Gottschalk, F. Rittmeier, G. Engels, in: Proceedings of the 22nd IEEE
    International Conference on Business Informatics, IEEE, 2020.'
conference:
  end_date: 2020-06-24
  location: Antwerp
  name: 22nd IEEE International Conference on Business Informatics
  start_date: 2020-06-22
date_created: 2020-05-04T12:16:54Z
date_updated: 2022-01-06T06:52:59Z
ddc:
- '006'
department:
- _id: '66'
doi: 10.1109/CBI49978.2020.00022
file:
- access_level: open_access
  content_type: application/pdf
  creator: sego
  date_created: 2020-07-14T09:33:00Z
  date_updated: 2020-07-14T09:33:00Z
  file_id: '17383'
  file_name: CBI.pdf
  file_size: 569290
  relation: main_file
file_date_updated: 2020-07-14T09:33:00Z
has_accepted_license: '1'
keyword:
- Business Model Decision Line
- Business Model Adaptation
- Hypothesis-driven Adaptation
- Software Product Line
- Feature Model
language:
- iso: eng
oa: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '17'
  name: SFB 901 - Subproject C5
publication: Proceedings of the 22nd IEEE International Conference on Business Informatics
publisher: IEEE
status: public
title: Hypothesis-driven Adaptation of Business Models based on Product Line Engineering
type: conference
user_id: '47208'
year: '2020'
...
---
_id: '16934'
abstract:
- lang: eng
  text: 'To build successful products, the developers have to adapt their product
    features and business models to uncertain customer needs. This adaptation is part
    of the research discipline of Hypotheses Engineering (HE) where customer needs
    can be seen as hypotheses that need to be tested iteratively by conducting experiments
    together with the customer. So far, modeling support and associated traceability
    of this iterative process are missing. Both, in turn, are important to document
    the adaptation to the customer needs and identify experiments that provide most
    evidence to the customer needs. To target this issue, we introduce a model-based
    HE approach with a twofold contribution: First, we develop a modeling language
    that models hypotheses and experiments as interrelated hierarchies together with
    a mapping between them. While the hypotheses are labeled with a score level of
    their current evidence, the experiments are labeled with a score level of maximum
    evidence that can be achieved during conduction. Second, we provide an iterative
    process to determine experiments that offer the most evidence improvement to the
    modeled hypotheses. We illustrate the usefulness of the approach with an example
    of testing the business model of a mobile application.'
author:
- first_name: Sebastian
  full_name: Gottschalk, Sebastian
  id: '47208'
  last_name: Gottschalk
- first_name: Enes
  full_name: Yigitbas, Enes
  id: '8447'
  last_name: Yigitbas
  orcid: 0000-0002-5967-833X
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Gottschalk S, Yigitbas E, Engels G. Model-based Hypothesis Engineering for
    Supporting Adaptation to Uncertain Customer Needs. In: Shishkov B, ed. <i>Business
    Modeling and Software Design</i>. Vol 391. Lecture Notes in Business Information
    Processing. Springer International Publishing; 2020:276-286. doi:<a href="https://doi.org/10.1007/978-3-030-52306-0_18">10.1007/978-3-030-52306-0_18</a>'
  apa: 'Gottschalk, S., Yigitbas, E., &#38; Engels, G. (2020). Model-based Hypothesis
    Engineering for Supporting Adaptation to Uncertain Customer Needs. In B. Shishkov
    (Ed.), <i>Business Modeling and Software Design</i> (Vol. 391, pp. 276–286). Potsdam:
    Springer International Publishing. <a href="https://doi.org/10.1007/978-3-030-52306-0_18">https://doi.org/10.1007/978-3-030-52306-0_18</a>'
  bibtex: '@inproceedings{Gottschalk_Yigitbas_Engels_2020, series={Lecture Notes in
    Business Information Processing}, title={Model-based Hypothesis Engineering for
    Supporting Adaptation to Uncertain Customer Needs}, volume={391}, DOI={<a href="https://doi.org/10.1007/978-3-030-52306-0_18">10.1007/978-3-030-52306-0_18</a>},
    booktitle={Business Modeling and Software Design}, publisher={Springer International
    Publishing}, author={Gottschalk, Sebastian and Yigitbas, Enes and Engels, Gregor},
    editor={Shishkov, BorisEditor}, year={2020}, pages={276–286}, collection={Lecture
    Notes in Business Information Processing} }'
  chicago: Gottschalk, Sebastian, Enes Yigitbas, and Gregor Engels. “Model-Based Hypothesis
    Engineering for Supporting Adaptation to Uncertain Customer Needs.” In <i>Business
    Modeling and Software Design</i>, edited by Boris Shishkov, 391:276–86. Lecture
    Notes in Business Information Processing. Springer International Publishing, 2020.
    <a href="https://doi.org/10.1007/978-3-030-52306-0_18">https://doi.org/10.1007/978-3-030-52306-0_18</a>.
  ieee: S. Gottschalk, E. Yigitbas, and G. Engels, “Model-based Hypothesis Engineering
    for Supporting Adaptation to Uncertain Customer Needs,” in <i>Business Modeling
    and Software Design</i>, Potsdam, 2020, vol. 391, pp. 276–286.
  mla: Gottschalk, Sebastian, et al. “Model-Based Hypothesis Engineering for Supporting
    Adaptation to Uncertain Customer Needs.” <i>Business Modeling and Software Design</i>,
    edited by Boris Shishkov, vol. 391, Springer International Publishing, 2020, pp.
    276–86, doi:<a href="https://doi.org/10.1007/978-3-030-52306-0_18">10.1007/978-3-030-52306-0_18</a>.
  short: 'S. Gottschalk, E. Yigitbas, G. Engels, in: B. Shishkov (Ed.), Business Modeling
    and Software Design, Springer International Publishing, 2020, pp. 276–286.'
conference:
  end_date: 2020-07-08
  location: Potsdam
  name: '10th International Symposium on Business Modeling and Software Design '
  start_date: 2020-07-06
date_created: 2020-05-04T12:27:38Z
date_updated: 2022-01-06T06:52:59Z
ddc:
- '006'
department:
- _id: '66'
doi: 10.1007/978-3-030-52306-0_18
editor:
- first_name: Boris
  full_name: Shishkov, Boris
  last_name: Shishkov
file:
- access_level: open_access
  content_type: application/pdf
  creator: sego
  date_created: 2020-07-14T09:25:30Z
  date_updated: 2020-07-14T09:28:33Z
  file_id: '17380'
  file_name: BMSD20.pdf
  file_size: 267658
  relation: main_file
file_date_updated: 2020-07-14T09:28:33Z
has_accepted_license: '1'
intvolume: '       391'
keyword:
- Hypothesis Engineering
- Model-based
- Customer Need Adaptation
- Business Model
- Product Features
language:
- iso: eng
oa: '1'
page: 276-286
project:
- _id: '1'
  name: SFB 901
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '17'
  name: SFB 901 - Subproject C5
publication: Business Modeling and Software Design
publisher: Springer International Publishing
series_title: Lecture Notes in Business Information Processing
status: public
title: Model-based Hypothesis Engineering for Supporting Adaptation to Uncertain Customer
  Needs
type: conference
user_id: '47208'
volume: 391
year: '2020'
...
---
_id: '9994'
abstract:
- lang: eng
  text: Reliability-adaptive systems allow an adaptation of system behavior based
    on current system reliability. They can extend their lifetime at the cost of lowered
    performance or vice versa. This can be used to adapt failure behavior according
    to a maintenance plan, thus increasing availability while using up system capability
    fully. To facilitate setup, a control algorithm independent of a degradation model
    is desired. A closed loop control technique for reliability based on a health
    index, a measure for system degradation, is introduced. It uses self-optimization
    as means to implement behavior adaptation. This is based on selecting the priorities
    of objectives that the system pursues. Possible working points are computed beforehand
    using model-based multiobjective optimization techniques. The controller selects
    the priorities of objectives and this way balances reliability and performance.
    As exemplary application, an automatically actuated single plate dry clutch is
    introduced. The entire reliability control is setup and lifetime experiments are
    conducted. Results show that the variance of time to failure is reduced greatly,
    making the failure behavior more predictable. At the same time, the desired usable
    lifetime can be extended at the cost of system performance to allow for changed
    maintenance intervals. Together, these possibilities allow for greater system
    usage and better planning of maintenance.
author:
- first_name: Tobias
  full_name: Meyer, Tobias
  last_name: Meyer
citation:
  ama: Meyer T. <i>Optimization-Based Reliability Control of Mechatronic Systems</i>.
    Shaker; 2018.
  apa: Meyer, T. (2018). <i>Optimization-based reliability control of mechatronic
    systems</i>. Shaker.
  bibtex: '@book{Meyer_2018, title={Optimization-based reliability control of mechatronic
    systems}, publisher={Shaker}, author={Meyer, Tobias}, year={2018} }'
  chicago: Meyer, Tobias. <i>Optimization-Based Reliability Control of Mechatronic
    Systems</i>. Shaker, 2018.
  ieee: T. Meyer, <i>Optimization-based reliability control of mechatronic systems</i>.
    Shaker, 2018.
  mla: Meyer, Tobias. <i>Optimization-Based Reliability Control of Mechatronic Systems</i>.
    Shaker, 2018.
  short: T. Meyer, Optimization-Based Reliability Control of Mechatronic Systems,
    Shaker, 2018.
date_created: 2019-05-27T10:21:17Z
date_updated: 2023-09-15T12:26:09Z
department:
- _id: '151'
keyword:
- dependability
- reliability
- behavior adaptation
- self-optimization
- multiobjective optimization
- optimal control
- automotive drivetrain
- clutch system
- reliability-adaptive system
language:
- iso: eng
publisher: Shaker
status: public
title: Optimization-based reliability control of mechatronic systems
type: dissertation
user_id: '210'
year: '2018'
...
---
_id: '10676'
author:
- first_name: Nam
  full_name: Ho, Nam
  last_name: Ho
- first_name: Paul
  full_name: Kaufmann, Paul
  last_name: Kaufmann
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Ho N, Kaufmann P, Platzner M. Evolvable caches: Optimization of reconfigurable
    cache mappings for a LEON3/Linux-based multi-core processor. In: <i>2017 International
    Conference on Field Programmable Technology (ICFPT)</i>. ; 2017:215-218. doi:<a
    href="https://doi.org/10.1109/FPT.2017.8280144">10.1109/FPT.2017.8280144</a>'
  apa: 'Ho, N., Kaufmann, P., &#38; Platzner, M. (2017). Evolvable caches: Optimization
    of reconfigurable cache mappings for a LEON3/Linux-based multi-core processor.
    In <i>2017 International Conference on Field Programmable Technology (ICFPT)</i>
    (pp. 215–218). <a href="https://doi.org/10.1109/FPT.2017.8280144">https://doi.org/10.1109/FPT.2017.8280144</a>'
  bibtex: '@inproceedings{Ho_Kaufmann_Platzner_2017, title={Evolvable caches: Optimization
    of reconfigurable cache mappings for a LEON3/Linux-based multi-core processor},
    DOI={<a href="https://doi.org/10.1109/FPT.2017.8280144">10.1109/FPT.2017.8280144</a>},
    booktitle={2017 International Conference on Field Programmable Technology (ICFPT)},
    author={Ho, Nam and Kaufmann, Paul and Platzner, Marco}, year={2017}, pages={215–218}
    }'
  chicago: 'Ho, Nam, Paul Kaufmann, and Marco Platzner. “Evolvable Caches: Optimization
    of Reconfigurable Cache Mappings for a LEON3/Linux-Based Multi-Core Processor.”
    In <i>2017 International Conference on Field Programmable Technology (ICFPT)</i>,
    215–18, 2017. <a href="https://doi.org/10.1109/FPT.2017.8280144">https://doi.org/10.1109/FPT.2017.8280144</a>.'
  ieee: 'N. Ho, P. Kaufmann, and M. Platzner, “Evolvable caches: Optimization of reconfigurable
    cache mappings for a LEON3/Linux-based multi-core processor,” in <i>2017 International
    Conference on Field Programmable Technology (ICFPT)</i>, 2017, pp. 215–218.'
  mla: 'Ho, Nam, et al. “Evolvable Caches: Optimization of Reconfigurable Cache Mappings
    for a LEON3/Linux-Based Multi-Core Processor.” <i>2017 International Conference
    on Field Programmable Technology (ICFPT)</i>, 2017, pp. 215–18, doi:<a href="https://doi.org/10.1109/FPT.2017.8280144">10.1109/FPT.2017.8280144</a>.'
  short: 'N. Ho, P. Kaufmann, M. Platzner, in: 2017 International Conference on Field
    Programmable Technology (ICFPT), 2017, pp. 215–218.'
date_created: 2019-07-10T11:22:59Z
date_updated: 2022-01-06T06:50:49Z
department:
- _id: '78'
doi: 10.1109/FPT.2017.8280144
keyword:
- Linux
- cache storage
- microprocessor chips
- multiprocessing systems
- LEON3-Linux based multicore processor
- MiBench suite
- block sizes
- cache adaptation
- evolvable caches
- memory-to-cache-index mapping function
- processor caches
- reconfigurable cache mapping optimization
- reconfigurable hardware technology
- replacement strategies
- standard Linux OS
- time a complete hardware implementation
- Hardware
- Indexes
- Linux
- Measurement
- Multicore processing
- Optimization
- Training
language:
- iso: eng
page: 215-218
publication: 2017 International Conference on Field Programmable Technology (ICFPT)
status: public
title: 'Evolvable caches: Optimization of reconfigurable cache mappings for a LEON3/Linux-based
  multi-core processor'
type: conference
user_id: '398'
year: '2017'
...
---
_id: '5829'
abstract:
- lang: eng
  text: Websites increasingly embed semantic data for search engine optimization.
    The most common ontology for semantic data, schema.org, is supported by all major
    search engines and describes over 500 data types, including calendar events, recipes,
    products, and TV shows. As of today, users wishing to pass this data to their
    favorite applications, e.g., their calendars, cookbooks, price comparison applications
    or even smart devices such as TV receivers, rely on cumbersome and error-prone
    workarounds such as reentering the data or a series of copy and paste operations.
    In this paper, we present Semantic Data Mediator (SDM), an approach that allows
    the easy transfer of semantic data to a multitude of services, ranging from web
    services to applications installed on different devices. SDM extracts semantic
    data from the currently displayed web page on the client-side, offers suitable
    services to the user, and by the press of a button, forwards this data to the
    desired service while doing all the necessary data conversion and service interface
    adaptation in between. To realize this, we built a reusable repository of service
    descriptions, data converters, and service adapters, which can be extended by
    the crowd. Our approach for linking services to websites relies solely on semantic
    data and does not require any additional support by either website or service
    developers. We have fully implemented our approach and present a real-world case
    study demonstrating its feasibility and usefulness.
author:
- first_name: Dennis
  full_name: Wolters, Dennis
  id: '11308'
  last_name: Wolters
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
- first_name: Jonas
  full_name: Kirchhoff, Jonas
  id: '39928'
  last_name: Kirchhoff
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Wolters D, Heindorf S, Kirchhoff J, Engels G. Linking Services to Websites
    by Leveraging Semantic Data. In: Altintas I, Chen S, eds. <i>2017 IEEE International
    Conference on Web Services (ICWS)</i>. IEEE; 2017. doi:<a href="https://doi.org/10.1109/icws.2017.80">10.1109/icws.2017.80</a>'
  apa: Wolters, D., Heindorf, S., Kirchhoff, J., &#38; Engels, G. (2017). Linking
    Services to Websites by Leveraging Semantic Data. In I. Altintas &#38; S. Chen
    (Eds.), <i>2017 IEEE International Conference on Web Services (ICWS)</i>. IEEE.
    <a href="https://doi.org/10.1109/icws.2017.80">https://doi.org/10.1109/icws.2017.80</a>
  bibtex: '@inproceedings{Wolters_Heindorf_Kirchhoff_Engels_2017, title={Linking Services
    to Websites by Leveraging Semantic Data}, DOI={<a href="https://doi.org/10.1109/icws.2017.80">10.1109/icws.2017.80</a>},
    booktitle={2017 IEEE International Conference on Web Services (ICWS)}, publisher={IEEE},
    author={Wolters, Dennis and Heindorf, Stefan and Kirchhoff, Jonas and Engels,
    Gregor}, editor={Altintas, Ilkay and Chen, Shiping}, year={2017} }'
  chicago: Wolters, Dennis, Stefan Heindorf, Jonas Kirchhoff, and Gregor Engels. “Linking
    Services to Websites by Leveraging Semantic Data.” In <i>2017 IEEE International
    Conference on Web Services (ICWS)</i>, edited by Ilkay Altintas and Shiping Chen.
    IEEE, 2017. <a href="https://doi.org/10.1109/icws.2017.80">https://doi.org/10.1109/icws.2017.80</a>.
  ieee: 'D. Wolters, S. Heindorf, J. Kirchhoff, and G. Engels, “Linking Services to
    Websites by Leveraging Semantic Data,” in <i>2017 IEEE International Conference
    on Web Services (ICWS)</i>, 2017, doi: <a href="https://doi.org/10.1109/icws.2017.80">10.1109/icws.2017.80</a>.'
  mla: Wolters, Dennis, et al. “Linking Services to Websites by Leveraging Semantic
    Data.” <i>2017 IEEE International Conference on Web Services (ICWS)</i>, edited
    by Ilkay Altintas and Shiping Chen, IEEE, 2017, doi:<a href="https://doi.org/10.1109/icws.2017.80">10.1109/icws.2017.80</a>.
  short: 'D. Wolters, S. Heindorf, J. Kirchhoff, G. Engels, in: I. Altintas, S. Chen
    (Eds.), 2017 IEEE International Conference on Web Services (ICWS), IEEE, 2017.'
date_created: 2018-11-26T11:49:31Z
date_updated: 2022-10-15T20:01:55Z
department:
- _id: '66'
doi: 10.1109/icws.2017.80
editor:
- first_name: Ilkay
  full_name: Altintas, Ilkay
  last_name: Altintas
- first_name: Shiping
  full_name: Chen, Shiping
  last_name: Chen
keyword:
- Services
- Websites
- Semantic Data
- schema.org
- Data Conversion
- Interface Adaptation
- Mediation
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://cs.uni-paderborn.de/fileadmin/informatik/fg/dbis/Publikationen/2017/wolters2017_ICWS.pdf
oa: '1'
publication: 2017 IEEE International Conference on Web Services (ICWS)
publication_identifier:
  isbn:
  - '9781538607527'
publication_status: published
publisher: IEEE
status: public
title: Linking Services to Websites by Leveraging Semantic Data
type: conference
user_id: '11871'
year: '2017'
...
---
_id: '11813'
abstract:
- lang: eng
  text: 'The parametric Bayesian Feature Enhancement (BFE) and a datadriven Denoising
    Autoencoder (DA) both bring performance gains in severe single-channel speech
    recognition conditions. The first can be adjusted to different conditions by an
    appropriate parameter setting, while the latter needs to be trained on conditions
    similar to the ones expected at decoding time, making it vulnerable to a mismatch
    between training and test conditions. We use a DNN backend and study reverberant
    ASR under three types of mismatch conditions: different room reverberation times,
    different speaker to microphone distances and the difference between artificially
    reverberated data and the recordings in a reverberant environment. We show that
    for these mismatch conditions BFE can provide the targets for a DA. This unsupervised
    adaptation provides a performance gain over the direct use of BFE and even enables
    to compensate for the mismatch of real and simulated reverberant data.'
author:
- first_name: Jahn
  full_name: Heymann, Jahn
  id: '9168'
  last_name: Heymann
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
- first_name: P.
  full_name: Golik, P.
  last_name: Golik
- first_name: R.
  full_name: Schlueter, R.
  last_name: Schlueter
citation:
  ama: 'Heymann J, Haeb-Umbach R, Golik P, Schlueter R. Unsupervised adaptation of
    a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under
    mismatch conditions. In: <i>Acoustics, Speech and Signal Processing (ICASSP),
    2015 IEEE International Conference On</i>. ; 2015:5053-5057. doi:<a href="https://doi.org/10.1109/ICASSP.2015.7178933">10.1109/ICASSP.2015.7178933</a>'
  apa: Heymann, J., Haeb-Umbach, R., Golik, P., &#38; Schlueter, R. (2015). Unsupervised
    adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant
    asr under mismatch conditions. In <i>Acoustics, Speech and Signal Processing (ICASSP),
    2015 IEEE International Conference on</i> (pp. 5053–5057). <a href="https://doi.org/10.1109/ICASSP.2015.7178933">https://doi.org/10.1109/ICASSP.2015.7178933</a>
  bibtex: '@inproceedings{Heymann_Haeb-Umbach_Golik_Schlueter_2015, title={Unsupervised
    adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant
    asr under mismatch conditions}, DOI={<a href="https://doi.org/10.1109/ICASSP.2015.7178933">10.1109/ICASSP.2015.7178933</a>},
    booktitle={Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International
    Conference on}, author={Heymann, Jahn and Haeb-Umbach, Reinhold and Golik, P.
    and Schlueter, R.}, year={2015}, pages={5053–5057} }'
  chicago: Heymann, Jahn, Reinhold Haeb-Umbach, P. Golik, and R. Schlueter. “Unsupervised
    Adaptation of a Denoising Autoencoder by Bayesian Feature Enhancement for Reverberant
    Asr under Mismatch Conditions.” In <i>Acoustics, Speech and Signal Processing
    (ICASSP), 2015 IEEE International Conference On</i>, 5053–57, 2015. <a href="https://doi.org/10.1109/ICASSP.2015.7178933">https://doi.org/10.1109/ICASSP.2015.7178933</a>.
  ieee: J. Heymann, R. Haeb-Umbach, P. Golik, and R. Schlueter, “Unsupervised adaptation
    of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr
    under mismatch conditions,” in <i>Acoustics, Speech and Signal Processing (ICASSP),
    2015 IEEE International Conference on</i>, 2015, pp. 5053–5057.
  mla: Heymann, Jahn, et al. “Unsupervised Adaptation of a Denoising Autoencoder by
    Bayesian Feature Enhancement for Reverberant Asr under Mismatch Conditions.” <i>Acoustics,
    Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On</i>,
    2015, pp. 5053–57, doi:<a href="https://doi.org/10.1109/ICASSP.2015.7178933">10.1109/ICASSP.2015.7178933</a>.
  short: 'J. Heymann, R. Haeb-Umbach, P. Golik, R. Schlueter, in: Acoustics, Speech
    and Signal Processing (ICASSP), 2015 IEEE International Conference On, 2015, pp.
    5053–5057.'
date_created: 2019-07-12T05:28:45Z
date_updated: 2022-01-06T06:51:09Z
department:
- _id: '54'
doi: 10.1109/ICASSP.2015.7178933
keyword:
- codecs
- signal denoising
- speech recognition
- Bayesian feature enhancement
- denoising autoencoder
- reverberant ASR
- single-channel speech recognition
- speaker to microphone distances
- unsupervised adaptation
- Adaptation models
- Noise reduction
- Reverberation
- Speech
- Speech recognition
- Training
- deep neuronal networks
- denoising autoencoder
- feature enhancement
- robust speech recognition
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://groups.uni-paderborn.de/nt/pubs/2015/hey_icassp_2015.pdf
oa: '1'
page: 5053-5057
publication: Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International
  Conference on
status: public
title: Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement
  for reverberant asr under mismatch conditions
type: conference
user_id: '44006'
year: '2015'
...
---
_id: '9879'
abstract:
- lang: eng
  text: Application of prognostics and health management (PHM) in the field of Proton
    Exchange Membrane (PEM) fuel cells is emerging as an important tool in increasing
    the reliability and availability of these systems. Though a lot of work is currently
    being conducted to develop PHM systems for fuel cells, various challenges have
    been encountered including the self-healing effect after characterization as well
    as accelerated degradation due to dynamic loading, all which make RUL predictions
    a difficult task. In this study, a prognostic approach based on adaptive particle
    filter algorithm is proposed. The novelty of the proposed method lies in the introduction
    of a self-healing factor after each characterization and the adaption of the degradation
    model parameters to fit to the changing degradation trend. An ensemble of five
    different state models based on weighted mean is then developed. The results show
    that the method is effective in estimating the remaining useful life of PEM fuel
    cells, with majority of the predictions falling within 5\% error. The method was
    employed in the IEEE 2014 PHM Data Challenge and led to our team emerging the
    winner of the RUL category of the challenge.
author:
- first_name: 'James Kuria '
  full_name: 'Kimotho, James Kuria '
  last_name: Kimotho
- first_name: Tobias
  full_name: Meyer, Tobias
  last_name: Meyer
- first_name: Walter
  full_name: Sextro, Walter
  id: '21220'
  last_name: Sextro
citation:
  ama: 'Kimotho JK, Meyer T, Sextro W. PEM fuel cell prognostics using particle filter
    with model parameter adaptation. In: <i>Prognostics and Health Management (PHM),
    2014 IEEE Conference On</i>. ; 2014:1-6. doi:<a href="https://doi.org/10.1109/ICPHM.2014.7036406">10.1109/ICPHM.2014.7036406</a>'
  apa: Kimotho, J. K., Meyer, T., &#38; Sextro, W. (2014). PEM fuel cell prognostics
    using particle filter with model parameter adaptation. In <i>Prognostics and Health
    Management (PHM), 2014 IEEE Conference on</i> (pp. 1–6). <a href="https://doi.org/10.1109/ICPHM.2014.7036406">https://doi.org/10.1109/ICPHM.2014.7036406</a>
  bibtex: '@inproceedings{Kimotho_Meyer_Sextro_2014, title={PEM fuel cell prognostics
    using particle filter with model parameter adaptation}, DOI={<a href="https://doi.org/10.1109/ICPHM.2014.7036406">10.1109/ICPHM.2014.7036406</a>},
    booktitle={Prognostics and Health Management (PHM), 2014 IEEE Conference on},
    author={Kimotho, James Kuria  and Meyer, Tobias and Sextro, Walter}, year={2014},
    pages={1–6} }'
  chicago: Kimotho, James Kuria , Tobias Meyer, and Walter Sextro. “PEM Fuel Cell
    Prognostics Using Particle Filter with Model Parameter Adaptation.” In <i>Prognostics
    and Health Management (PHM), 2014 IEEE Conference On</i>, 1–6, 2014. <a href="https://doi.org/10.1109/ICPHM.2014.7036406">https://doi.org/10.1109/ICPHM.2014.7036406</a>.
  ieee: J. K. Kimotho, T. Meyer, and W. Sextro, “PEM fuel cell prognostics using particle
    filter with model parameter adaptation,” in <i>Prognostics and Health Management
    (PHM), 2014 IEEE Conference on</i>, 2014, pp. 1–6.
  mla: Kimotho, James Kuria, et al. “PEM Fuel Cell Prognostics Using Particle Filter
    with Model Parameter Adaptation.” <i>Prognostics and Health Management (PHM),
    2014 IEEE Conference On</i>, 2014, pp. 1–6, doi:<a href="https://doi.org/10.1109/ICPHM.2014.7036406">10.1109/ICPHM.2014.7036406</a>.
  short: 'J.K. Kimotho, T. Meyer, W. Sextro, in: Prognostics and Health Management
    (PHM), 2014 IEEE Conference On, 2014, pp. 1–6.'
date_created: 2019-05-20T13:11:02Z
date_updated: 2019-05-20T13:12:27Z
department:
- _id: '151'
doi: 10.1109/ICPHM.2014.7036406
keyword:
- ageing
- particle filtering (numerical methods)
- proton exchange membrane fuel cells
- remaining life assessment
- PEM fuel cell prognostics
- PHM
- RUL predictions
- accelerated degradation
- adaptive particle filter algorithm
- dynamic loading
- model parameter adaptation
- prognostics and health management
- proton exchange membrane fuel cells
- remaining useful life estimation
- self-healing effect
- Adaptation models
- Data models
- Degradation
- Estimation
- Fuel cells
- Mathematical model
- Prognostics and health management
language:
- iso: eng
page: 1-6
publication: Prognostics and Health Management (PHM), 2014 IEEE Conference on
status: public
title: PEM fuel cell prognostics using particle filter with model parameter adaptation
type: conference
user_id: '55222'
year: '2014'
...
---
_id: '9885'
abstract:
- lang: eng
  text: Intelligent mechatronic systems, such as self-optimizing systems, allow an
    adaptation of the system behavior at runtime based on the current situation. To
    do so, they generally select among several pre-defined working points. A common
    method to determine working points for a mechatronic system is to use model-based
    multiobjective optimization. It allows finding compromises among conflicting objectives,
    called objective functions, by adapting parameters. To evaluate the system behavior
    for different parameter sets, a model of the system behavior is included in the
    objective functions and is evaluated during each function call. Intelligent mechatronic
    systems also have the ability to adapt their behavior based on their current reliability,
    thus increasing their availability, or on changed safety requirements; all of
    which are summed up by the common term dependability. To allow this adaptation,
    dependability can be considered in multiobjective optimization by including dependability-related
    objective functions. However, whereas performance-related objective functions
    are easily found, formulation of dependability-related objective functions is
    highly system-specific and not intuitive, making it complex and error-prone. Since
    each mechatronic system is different, individual failure modes have to be taken
    into account, which need to be found using common methods such as Failure-Modes
    and Effects Analysis or Fault Tree Analysis. Using component degradation models,
    which again are specific to the system at hand, the main loading factors can be
    determined. By including these in the model of the system behavior, the relation
    between working point and dependability can be formulated as an objective function.
    In our work, this approach is presented in more detail. It is exemplified using
    an actively actuated single plate dry clutch system. Results show that this approach
    is suitable for formulating dependability-related objective functions and that
    these can be used to extend system lifetime by adapting system behavior.
author:
- first_name: Tobias
  full_name: Meyer , Tobias
  last_name: 'Meyer '
- first_name: Christoph
  full_name: Sondermann-Wölke, Christoph
  last_name: Sondermann-Wölke
- first_name: Walter
  full_name: Sextro, Walter
  id: '21220'
  last_name: Sextro
citation:
  ama: Meyer  T, Sondermann-Wölke C, Sextro W. Method to Identify Dependability Objectives
    in Multiobjective Optimization Problem. <i>Conference Proceedings of the 2nd International
    Conference on System-Integrated Intelligence</i>. 2014;15:46-53. doi:<a href="https://doi.org/10.1016/j.protcy.2014.09.033">10.1016/j.protcy.2014.09.033</a>
  apa: Meyer , T., Sondermann-Wölke, C., &#38; Sextro, W. (2014). Method to Identify
    Dependability Objectives in Multiobjective Optimization Problem. <i>Conference
    Proceedings of the 2nd International Conference on System-Integrated Intelligence</i>,
    <i>15</i>, 46–53. <a href="https://doi.org/10.1016/j.protcy.2014.09.033">https://doi.org/10.1016/j.protcy.2014.09.033</a>
  bibtex: '@article{Meyer _Sondermann-Wölke_Sextro_2014, title={Method to Identify
    Dependability Objectives in Multiobjective Optimization Problem}, volume={15},
    DOI={<a href="https://doi.org/10.1016/j.protcy.2014.09.033">10.1016/j.protcy.2014.09.033</a>},
    journal={Conference Proceedings of the 2nd International Conference on System-Integrated
    Intelligence}, author={Meyer , Tobias and Sondermann-Wölke, Christoph and Sextro,
    Walter}, year={2014}, pages={46–53} }'
  chicago: 'Meyer , Tobias, Christoph Sondermann-Wölke, and Walter Sextro. “Method
    to Identify Dependability Objectives in Multiobjective Optimization Problem.”
    <i>Conference Proceedings of the 2nd International Conference on System-Integrated
    Intelligence</i> 15 (2014): 46–53. <a href="https://doi.org/10.1016/j.protcy.2014.09.033">https://doi.org/10.1016/j.protcy.2014.09.033</a>.'
  ieee: T. Meyer , C. Sondermann-Wölke, and W. Sextro, “Method to Identify Dependability
    Objectives in Multiobjective Optimization Problem,” <i>Conference Proceedings
    of the 2nd International Conference on System-Integrated Intelligence</i>, vol.
    15, pp. 46–53, 2014.
  mla: Meyer , Tobias, et al. “Method to Identify Dependability Objectives in Multiobjective
    Optimization Problem.” <i>Conference Proceedings of the 2nd International Conference
    on System-Integrated Intelligence</i>, vol. 15, 2014, pp. 46–53, doi:<a href="https://doi.org/10.1016/j.protcy.2014.09.033">10.1016/j.protcy.2014.09.033</a>.
  short: T. Meyer , C. Sondermann-Wölke, W. Sextro, Conference Proceedings of the
    2nd International Conference on System-Integrated Intelligence 15 (2014) 46–53.
date_created: 2019-05-20T13:19:37Z
date_updated: 2019-09-16T10:22:04Z
department:
- _id: '151'
doi: 10.1016/j.protcy.2014.09.033
intvolume: '        15'
keyword:
- Self-optimization
- multiobjective optimization
- objective function
- dependability
- intelligent system
- behavior adaptation
language:
- iso: eng
page: 46-53
publication: Conference Proceedings of the 2nd International Conference on System-Integrated
  Intelligence
quality_controlled: '1'
status: public
title: Method to Identify Dependability Objectives in Multiobjective Optimization
  Problem
type: journal_article
user_id: '55222'
volume: 15
year: '2014'
...
---
_id: '17204'
abstract:
- lang: eng
  text: 'In a longitudinal naturalistic study, we observed German mothers interacting
    with their infants when they were 3 and 6 months old. Pursuing the idea that infants’
    attention is socialized in everyday interactions, we explored whether eye contact
    is reinforced selectively by behavioral modification in the input provided to
    infants. Applying a microanalytical approach focusing on the sequential organization
    of interaction, we explored how the mother draws the infant’s attention to herself
    and how she tries to maintain attention when the infant is looking at her. Results
    showed that eye contact is reinforced by specific infant-directed practices: interrogatives
    and conversational openings, multimodal stimulation, repetition, and imitation.
    In addition, these practices are contingent on the infant’s own behavior. By comparing
    the two data points (3 and 6 months), we showed how the education of attention
    evolves hand-in-hand with the developing capacities of the infant.'
author:
- first_name: Iris
  full_name: Nomikou, Iris
  last_name: Nomikou
- first_name: Katharina
  full_name: Rohlfing, Katharina
  id: '50352'
  last_name: Rohlfing
- first_name: Joanna
  full_name: Szufnarowska, Joanna
  last_name: Szufnarowska
citation:
  ama: 'Nomikou I, Rohlfing K, Szufnarowska J. Educating attention: recruiting, maintaining,
    and framing eye contact in early natural mother-infant interactions. <i>Interaction
    Studies</i>. 2013;14(2):240-267. doi:<a href="https://doi.org/10.1075/is.14.2.05nom">10.1075/is.14.2.05nom</a>'
  apa: 'Nomikou, I., Rohlfing, K., &#38; Szufnarowska, J. (2013). Educating attention:
    recruiting, maintaining, and framing eye contact in early natural mother-infant
    interactions. <i>Interaction Studies</i>, <i>14</i>(2), 240–267. <a href="https://doi.org/10.1075/is.14.2.05nom">https://doi.org/10.1075/is.14.2.05nom</a>'
  bibtex: '@article{Nomikou_Rohlfing_Szufnarowska_2013, title={Educating attention:
    recruiting, maintaining, and framing eye contact in early natural mother-infant
    interactions}, volume={14}, DOI={<a href="https://doi.org/10.1075/is.14.2.05nom">10.1075/is.14.2.05nom</a>},
    number={2}, journal={Interaction Studies}, publisher={John Benjamins Publishing
    Company}, author={Nomikou, Iris and Rohlfing, Katharina and Szufnarowska, Joanna},
    year={2013}, pages={240–267} }'
  chicago: 'Nomikou, Iris, Katharina Rohlfing, and Joanna Szufnarowska. “Educating
    Attention: Recruiting, Maintaining, and Framing Eye Contact in Early Natural Mother-Infant
    Interactions.” <i>Interaction Studies</i> 14, no. 2 (2013): 240–67. <a href="https://doi.org/10.1075/is.14.2.05nom">https://doi.org/10.1075/is.14.2.05nom</a>.'
  ieee: 'I. Nomikou, K. Rohlfing, and J. Szufnarowska, “Educating attention: recruiting,
    maintaining, and framing eye contact in early natural mother-infant interactions,”
    <i>Interaction Studies</i>, vol. 14, no. 2, pp. 240–267, 2013, doi: <a href="https://doi.org/10.1075/is.14.2.05nom">10.1075/is.14.2.05nom</a>.'
  mla: 'Nomikou, Iris, et al. “Educating Attention: Recruiting, Maintaining, and Framing
    Eye Contact in Early Natural Mother-Infant Interactions.” <i>Interaction Studies</i>,
    vol. 14, no. 2, John Benjamins Publishing Company, 2013, pp. 240–67, doi:<a href="https://doi.org/10.1075/is.14.2.05nom">10.1075/is.14.2.05nom</a>.'
  short: I. Nomikou, K. Rohlfing, J. Szufnarowska, Interaction Studies 14 (2013) 240–267.
date_created: 2020-06-24T13:01:23Z
date_updated: 2023-02-01T16:12:50Z
department:
- _id: '749'
doi: 10.1075/is.14.2.05nom
intvolume: '        14'
issue: '2'
keyword:
- interactional adaptation
- multimodal input
- social learning
- ecology of attention
- eye contact
language:
- iso: eng
page: 240-267
publication: Interaction Studies
publication_identifier:
  issn:
  - 1572-0381
publisher: John Benjamins Publishing Company
status: public
title: 'Educating attention: recruiting, maintaining, and framing eye contact in early
  natural mother-infant interactions'
type: journal_article
user_id: '14931'
volume: 14
year: '2013'
...
---
_id: '22737'
author:
- first_name: Matthias
  full_name: Becker, Matthias
  last_name: Becker
- first_name: Markus
  full_name: Luckey, Markus
  last_name: Luckey
- first_name: Steffen
  full_name: Becker, Steffen
  last_name: Becker
citation:
  ama: 'Becker M, Luckey M, Becker S. Model-driven Performance Engineering of Self-adaptive
    Systems: A Survey. In: <i>{Proceedings of the 8th International ACM SIGSOFT Conference
    on Quality of Software Architectures (QoSA)}</i>. New York, NY, USA: ACM; 2012:117-122.
    doi:<a href="https://doi.org/10.1145/2304696.2304716">10.1145/2304696.2304716</a>'
  apa: 'Becker, M., Luckey, M., &#38; Becker, S. (2012). Model-driven Performance
    Engineering of Self-adaptive Systems: A Survey. In <i>{Proceedings of the 8th
    International ACM SIGSOFT Conference on Quality of Software Architectures (QoSA)}</i>
    (pp. 117–122). New York, NY, USA: ACM. <a href="https://doi.org/10.1145/2304696.2304716">https://doi.org/10.1145/2304696.2304716</a>'
  bibtex: '@inproceedings{Becker_Luckey_Becker_2012, place={New York, NY, USA}, title={Model-driven
    Performance Engineering of Self-adaptive Systems: A Survey}, DOI={<a href="https://doi.org/10.1145/2304696.2304716">10.1145/2304696.2304716</a>},
    booktitle={{Proceedings of the 8th International ACM SIGSOFT Conference on Quality
    of Software Architectures (QoSA)}}, publisher={ACM}, author={Becker, Matthias
    and Luckey, Markus and Becker, Steffen}, year={2012}, pages={117–122} }'
  chicago: 'Becker, Matthias, Markus Luckey, and Steffen Becker. “Model-Driven Performance
    Engineering of Self-Adaptive Systems: A Survey.” In <i>{Proceedings of the 8th
    International ACM SIGSOFT Conference on Quality of Software Architectures (QoSA)}</i>,
    117–22. New York, NY, USA: ACM, 2012. <a href="https://doi.org/10.1145/2304696.2304716">https://doi.org/10.1145/2304696.2304716</a>.'
  ieee: 'M. Becker, M. Luckey, and S. Becker, “Model-driven Performance Engineering
    of Self-adaptive Systems: A Survey,” in <i>{Proceedings of the 8th International
    ACM SIGSOFT Conference on Quality of Software Architectures (QoSA)}</i>, 2012,
    pp. 117–122.'
  mla: 'Becker, Matthias, et al. “Model-Driven Performance Engineering of Self-Adaptive
    Systems: A Survey.” <i>{Proceedings of the 8th International ACM SIGSOFT Conference
    on Quality of Software Architectures (QoSA)}</i>, ACM, 2012, pp. 117–22, doi:<a
    href="https://doi.org/10.1145/2304696.2304716">10.1145/2304696.2304716</a>.'
  short: 'M. Becker, M. Luckey, S. Becker, in: {Proceedings of the 8th International
    ACM SIGSOFT Conference on Quality of Software Architectures (QoSA)}, ACM, New
    York, NY, USA, 2012, pp. 117–122.'
date_created: 2021-07-15T08:38:08Z
date_updated: 2022-01-06T06:55:39Z
doi: 10.1145/2304696.2304716
keyword:
- model-driven performance engineering
- self-*
- Self-adaptation
- software performance
page: 117-122
place: New York, NY, USA
publication: '{Proceedings of the 8th International ACM SIGSOFT Conference on Quality
  of Software Architectures (QoSA)}'
publication_identifier:
  isbn:
  - 978-1-4503-1346-9
publisher: ACM
status: public
title: 'Model-driven Performance Engineering of Self-adaptive Systems: A Survey'
type: conference
user_id: '4870'
year: '2012'
...
---
_id: '37057'
abstract:
- lang: eng
  text: Many heterogeneous embedded systems, for example industrial automation and
    automotive applications, require hard-real time constraints to be exhaustively
    verified - which is a challenging task for the verification engineer. To cope
    with complexity, verification techniques working on different abstraction levels
    are best practice. SystemC is a versatile C++ based design and verification language,
    offering various mechanisms and constructs required for embedded systems modeling.
    Using the add-on SystemC Verification Library (SCV) elemental constrained-random
    stimuli techniques may be used for verification. However, SCV has several drawbacks
    such as lack of functional coverage. In this paper we present a functional coverage
    library that implements parts of the IEEE 1800-2005 SystemVerilog standard and
    allows capturing functional coverage throughout the design and verification process
    with SystemC. Moreover, we will demonstrate the usability of the approach with
    a case study working on a CAN bus model written in SystemC.
author:
- first_name: Gilles B.
  full_name: Defo, Gilles B.
  last_name: Defo
- first_name: Wolfgang
  full_name: Müller, Wolfgang
  id: '16243'
  last_name: Müller
- first_name: Christoph
  full_name: Kuznik, Christoph
  last_name: Kuznik
citation:
  ama: 'Defo GB, Müller W, Kuznik C. Verification of a CAN Bus Model in SystemC with
    Functional Coverage. In: <i>Proceedings of SIES 2010</i>. IEEE; 2010. doi:<a href="https://doi.org/10.1109/SIES.2010.5551379">10.1109/SIES.2010.5551379</a>'
  apa: Defo, G. B., Müller, W., &#38; Kuznik, C. (2010). Verification of a CAN Bus
    Model in SystemC with Functional Coverage. <i>Proceedings of SIES 2010</i>. International
    Symposium on Industrial Embedded System (SIES),  Trento, Italy. <a href="https://doi.org/10.1109/SIES.2010.5551379">https://doi.org/10.1109/SIES.2010.5551379</a>
  bibtex: '@inproceedings{Defo_Müller_Kuznik_2010, place={ Trento, Italy}, title={Verification
    of a CAN Bus Model in SystemC with Functional Coverage}, DOI={<a href="https://doi.org/10.1109/SIES.2010.5551379">10.1109/SIES.2010.5551379</a>},
    booktitle={Proceedings of SIES 2010}, publisher={IEEE}, author={Defo, Gilles B.
    and Müller, Wolfgang and Kuznik, Christoph}, year={2010} }'
  chicago: 'Defo, Gilles B., Wolfgang Müller, and Christoph Kuznik. “Verification
    of a CAN Bus Model in SystemC with Functional Coverage.” In <i>Proceedings of
    SIES 2010</i>.  Trento, Italy: IEEE, 2010. <a href="https://doi.org/10.1109/SIES.2010.5551379">https://doi.org/10.1109/SIES.2010.5551379</a>.'
  ieee: 'G. B. Defo, W. Müller, and C. Kuznik, “Verification of a CAN Bus Model in
    SystemC with Functional Coverage,” presented at the International Symposium on
    Industrial Embedded System (SIES),  Trento, Italy, 2010, doi: <a href="https://doi.org/10.1109/SIES.2010.5551379">10.1109/SIES.2010.5551379</a>.'
  mla: Defo, Gilles B., et al. “Verification of a CAN Bus Model in SystemC with Functional
    Coverage.” <i>Proceedings of SIES 2010</i>, IEEE, 2010, doi:<a href="https://doi.org/10.1109/SIES.2010.5551379">10.1109/SIES.2010.5551379</a>.
  short: 'G.B. Defo, W. Müller, C. Kuznik, in: Proceedings of SIES 2010, IEEE,  Trento,
    Italy, 2010.'
conference:
  location: ' Trento, Italy'
  name: International Symposium on Industrial Embedded System (SIES)
date_created: 2023-01-17T11:34:56Z
date_updated: 2023-01-17T11:35:03Z
department:
- _id: '672'
doi: 10.1109/SIES.2010.5551379
keyword:
- Libraries
- Generators
- Transfer functions
- Monitoring
- Computational modeling
- Driver circuits
- Adaptation model
language:
- iso: eng
place: ' Trento, Italy'
publication: Proceedings of SIES 2010
publication_identifier:
  eisbn:
  - 978-1-4244-5841-7
publisher: IEEE
status: public
title: Verification of a CAN Bus Model in SystemC with Functional Coverage
type: conference
user_id: '5786'
year: '2010'
...
---
_id: '11927'
abstract:
- lang: eng
  text: Maximizing the output signal-to-noise ratio (SNR) of a sensor array in the
    presence of spatially colored noise leads to a generalized eigenvalue problem.
    While this approach has extensively been employed in narrowband (antenna) array
    beamforming, it is typically not used for broadband (microphone) array beamforming
    due to the uncontrolled amount of speech distortion introduced by a narrowband
    SNR criterion. In this paper, we show how the distortion of the desired signal
    can be controlled by a single-channel post-filter, resulting in a performance
    comparable to the generalized minimum variance distortionless response beamformer,
    where arbitrary transfer functions relate the source and the microphones. Results
    are given both for directional and diffuse noise. A novel gradient ascent adaptation
    algorithm is presented, and its good convergence properties are experimentally
    revealed by comparison with alternatives from the literature. A key feature of
    the proposed beamformer is that it operates blindly, i.e., it neither requires
    knowledge about the array geometry nor an explicit estimation of the transfer
    functions from source to sensors or the direction-of-arrival.
author:
- first_name: Ernst
  full_name: Warsitz, Ernst
  last_name: Warsitz
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: Warsitz E, Haeb-Umbach R. Blind Acoustic Beamforming Based on Generalized Eigenvalue
    Decomposition. <i>IEEE Transactions on Audio, Speech, and Language Processing</i>.
    2007;15(5):1529-1539. doi:<a href="https://doi.org/10.1109/TASL.2007.898454">10.1109/TASL.2007.898454</a>
  apa: Warsitz, E., &#38; Haeb-Umbach, R. (2007). Blind Acoustic Beamforming Based
    on Generalized Eigenvalue Decomposition. <i>IEEE Transactions on Audio, Speech,
    and Language Processing</i>, <i>15</i>(5), 1529–1539. <a href="https://doi.org/10.1109/TASL.2007.898454">https://doi.org/10.1109/TASL.2007.898454</a>
  bibtex: '@article{Warsitz_Haeb-Umbach_2007, title={Blind Acoustic Beamforming Based
    on Generalized Eigenvalue Decomposition}, volume={15}, DOI={<a href="https://doi.org/10.1109/TASL.2007.898454">10.1109/TASL.2007.898454</a>},
    number={5}, journal={IEEE Transactions on Audio, Speech, and Language Processing},
    author={Warsitz, Ernst and Haeb-Umbach, Reinhold}, year={2007}, pages={1529–1539}
    }'
  chicago: 'Warsitz, Ernst, and Reinhold Haeb-Umbach. “Blind Acoustic Beamforming
    Based on Generalized Eigenvalue Decomposition.” <i>IEEE Transactions on Audio,
    Speech, and Language Processing</i> 15, no. 5 (2007): 1529–39. <a href="https://doi.org/10.1109/TASL.2007.898454">https://doi.org/10.1109/TASL.2007.898454</a>.'
  ieee: E. Warsitz and R. Haeb-Umbach, “Blind Acoustic Beamforming Based on Generalized
    Eigenvalue Decomposition,” <i>IEEE Transactions on Audio, Speech, and Language
    Processing</i>, vol. 15, no. 5, pp. 1529–1539, 2007.
  mla: Warsitz, Ernst, and Reinhold Haeb-Umbach. “Blind Acoustic Beamforming Based
    on Generalized Eigenvalue Decomposition.” <i>IEEE Transactions on Audio, Speech,
    and Language Processing</i>, vol. 15, no. 5, 2007, pp. 1529–39, doi:<a href="https://doi.org/10.1109/TASL.2007.898454">10.1109/TASL.2007.898454</a>.
  short: E. Warsitz, R. Haeb-Umbach, IEEE Transactions on Audio, Speech, and Language
    Processing 15 (2007) 1529–1539.
date_created: 2019-07-12T05:30:57Z
date_updated: 2022-01-06T06:51:12Z
department:
- _id: '54'
doi: 10.1109/TASL.2007.898454
intvolume: '        15'
issue: '5'
keyword:
- acoustic signal processing
- arbitrary transfer function
- array signal processing
- blind acoustic beamforming
- direction-of-arrival
- direction-of-arrival estimation
- eigenvalues and eigenfunctions
- generalized eigenvalue decomposition
- gradient ascent adaptation algorithm
- microphone arrays
- microphones
- narrowband array beamforming
- sensor array
- single-channel post-filter
- spatially colored noise
- transfer functions
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://groups.uni-paderborn.de/nt/pubs/2007/WaHa07.pdf
oa: '1'
page: 1529-1539
publication: IEEE Transactions on Audio, Speech, and Language Processing
status: public
title: Blind Acoustic Beamforming Based on Generalized Eigenvalue Decomposition
type: journal_article
user_id: '44006'
volume: 15
year: '2007'
...
---
_id: '6065'
abstract:
- lang: eng
  text: 'In the direct parameter specification (DPS) mode of sensorimotor control,
    response parameters can be specified by stimuli that are not consciously perceived
    [Psychological Research/Psychologische Forschung 52 (1990) 207]. DPS is contingent
    on the current intentions. The invisible stimuli can be processed for the purposes
    of sensorimotor control only if they match the actual intentions, for example,
    share task-relevant features. The present experiments explore whether attentional
    capture by masked abrupt-onset stimuli is mediated via DPS. Participants judged
    which of two visual targets appeared first. Masked primes preceded one of the
    targets. The primes were either similar to the targets or not, in shape, or in
    color. Target-like (task-relevant), but not distractor-like (task-irrelevant),
    primes facilitated perceptual latencies of targets trailing at their positions.
    Thus, the latency effects resulted from DPS of an attention shift, rather than
    from bottom-up capture or from top-down '
author:
- first_name: Ingrid
  full_name: Scharlau, Ingrid
  id: '451'
  last_name: Scharlau
  orcid: 0000-0003-2364-9489
- first_name: Ulrich
  full_name: Ansorge, Ulrich
  last_name: Ansorge
citation:
  ama: 'Scharlau I, Ansorge U. Direct parameter specification of an attention shift:
    Evidence from perceptual latency priming. <i>Vision Research</i>. 2003;43(12):1351-1363.'
  apa: 'Scharlau, I., &#38; Ansorge, U. (2003). Direct parameter specification of
    an attention shift: Evidence from perceptual latency priming. <i>Vision Research</i>,
    <i>43</i>(12), 1351–1363.'
  bibtex: '@article{Scharlau_Ansorge_2003, title={Direct parameter specification of
    an attention shift: Evidence from perceptual latency priming.}, volume={43}, number={12},
    journal={Vision Research}, author={Scharlau, Ingrid and Ansorge, Ulrich}, year={2003},
    pages={1351–1363} }'
  chicago: 'Scharlau, Ingrid, and Ulrich Ansorge. “Direct Parameter Specification
    of an Attention Shift: Evidence from Perceptual Latency Priming.” <i>Vision Research</i>
    43, no. 12 (2003): 1351–63.'
  ieee: 'I. Scharlau and U. Ansorge, “Direct parameter specification of an attention
    shift: Evidence from perceptual latency priming.,” <i>Vision Research</i>, vol.
    43, no. 12, pp. 1351–1363, 2003.'
  mla: 'Scharlau, Ingrid, and Ulrich Ansorge. “Direct Parameter Specification of an
    Attention Shift: Evidence from Perceptual Latency Priming.” <i>Vision Research</i>,
    vol. 43, no. 12, 2003, pp. 1351–63.'
  short: I. Scharlau, U. Ansorge, Vision Research 43 (2003) 1351–1363.
date_created: 2018-12-10T07:01:37Z
date_updated: 2022-06-07T00:26:34Z
department:
- _id: '424'
extern: '1'
intvolume: '        43'
issue: '12'
keyword:
- direct parameter specification
- DPS
- attention shift
- latency priming
- sensorimotor control
- stimuli
- task-relevant features
- visual targets
- color
- shape
- latency effects
- Adult
- Attention
- Discrimination (Psychology)
- Female
- Humans
- Judgment
- Male
- Perceptual Masking
- Reaction Time
- Visual Perception
- Attention
- Perceptual Motor Processes
- Response Latency
- Stimulus Onset
- Visual Stimulation
- Form and Shape Perception
- Sensory Adaptation
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://kw.uni-paderborn.de/fileadmin/fakultaet/Institute/psychologie/Kognitive_Psychologie/Publikationen/ScharlauAnsorge2003VisResDPS.pdf
oa: '1'
page: 1351 - 1363
publication: Vision Research
publication_identifier:
  issn:
  - 0042-6989
publication_status: published
status: public
title: 'Direct parameter specification of an attention shift: Evidence from perceptual
  latency priming.'
type: journal_article
user_id: '42165'
volume: 43
year: '2003'
...
