---
_id: '11886'
abstract:
- lang: eng
  text: Today, we are often surrounded by devices with one or more microphones, such
    as smartphones, laptops, and wireless microphones. If they are part of an acoustic
    sensor network, their distribution in the environment can be beneficially exploited
    for various speech processing tasks. However, applications like speaker localization,
    speaker tracking, and speech enhancement by beamforming avail themselves of the
    geometrical configuration of the sensors. Therefore, acoustic microphone geometry
    calibration has recently become a very active field of research. This article
    provides an application-oriented, comprehensive survey of existing methods for
    microphone position self-calibration, which will be categorized by the measurements
    they use and the scenarios they can calibrate. Selected methods will be evaluated
    comparatively with real-world recordings.
author:
- first_name: Axel
  full_name: Plinge, Axel
  last_name: Plinge
- first_name: Florian
  full_name: Jacob, Florian
  last_name: Jacob
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
- first_name: Gernot A.
  full_name: Fink, Gernot A.
  last_name: Fink
citation:
  ama: 'Plinge A, Jacob F, Haeb-Umbach R, Fink GA. Acoustic Microphone Geometry Calibration:
    An overview and experimental evaluation of state-of-the-art algorithms. <i>IEEE
    Signal Processing Magazine</i>. 2016;33(4):14-29. doi:<a href="https://doi.org/10.1109/MSP.2016.2555198">10.1109/MSP.2016.2555198</a>'
  apa: 'Plinge, A., Jacob, F., Haeb-Umbach, R., &#38; Fink, G. A. (2016). Acoustic
    Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art
    algorithms. <i>IEEE Signal Processing Magazine</i>, <i>33</i>(4), 14–29. <a href="https://doi.org/10.1109/MSP.2016.2555198">https://doi.org/10.1109/MSP.2016.2555198</a>'
  bibtex: '@article{Plinge_Jacob_Haeb-Umbach_Fink_2016, title={Acoustic Microphone
    Geometry Calibration: An overview and experimental evaluation of state-of-the-art
    algorithms}, volume={33}, DOI={<a href="https://doi.org/10.1109/MSP.2016.2555198">10.1109/MSP.2016.2555198</a>},
    number={4}, journal={IEEE Signal Processing Magazine}, author={Plinge, Axel and
    Jacob, Florian and Haeb-Umbach, Reinhold and Fink, Gernot A.}, year={2016}, pages={14–29}
    }'
  chicago: 'Plinge, Axel, Florian Jacob, Reinhold Haeb-Umbach, and Gernot A. Fink.
    “Acoustic Microphone Geometry Calibration: An Overview and Experimental Evaluation
    of State-of-the-Art Algorithms.” <i>IEEE Signal Processing Magazine</i> 33, no.
    4 (2016): 14–29. <a href="https://doi.org/10.1109/MSP.2016.2555198">https://doi.org/10.1109/MSP.2016.2555198</a>.'
  ieee: 'A. Plinge, F. Jacob, R. Haeb-Umbach, and G. A. Fink, “Acoustic Microphone
    Geometry Calibration: An overview and experimental evaluation of state-of-the-art
    algorithms,” <i>IEEE Signal Processing Magazine</i>, vol. 33, no. 4, pp. 14–29,
    2016.'
  mla: 'Plinge, Axel, et al. “Acoustic Microphone Geometry Calibration: An Overview
    and Experimental Evaluation of State-of-the-Art Algorithms.” <i>IEEE Signal Processing
    Magazine</i>, vol. 33, no. 4, 2016, pp. 14–29, doi:<a href="https://doi.org/10.1109/MSP.2016.2555198">10.1109/MSP.2016.2555198</a>.'
  short: A. Plinge, F. Jacob, R. Haeb-Umbach, G.A. Fink, IEEE Signal Processing Magazine
    33 (2016) 14–29.
date_created: 2019-07-12T05:30:09Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '54'
doi: 10.1109/MSP.2016.2555198
intvolume: '        33'
issue: '4'
keyword:
- Acoustic sensors
- Microphones
- Portable computers
- Smart phones
- Wireless communication
- Wireless sensor networks
language:
- iso: eng
page: 14-29
publication: IEEE Signal Processing Magazine
publication_identifier:
  issn:
  - 1053-5888
status: public
title: 'Acoustic Microphone Geometry Calibration: An overview and experimental evaluation
  of state-of-the-art algorithms'
type: journal_article
user_id: '44006'
volume: 33
year: '2016'
...
---
_id: '1190'
author:
- first_name: Tobias
  full_name: Isenberg, Tobias
  last_name: Isenberg
citation:
  ama: Isenberg T. <i>Induction-Based Verification of Timed Systems</i>. Universität
    Paderborn; 2016.
  apa: Isenberg, T. (2016). <i>Induction-based Verification of Timed Systems</i>.
    Universität Paderborn.
  bibtex: '@book{Isenberg_2016, title={Induction-based Verification of Timed Systems},
    publisher={Universität Paderborn}, author={Isenberg, Tobias}, year={2016} }'
  chicago: Isenberg, Tobias. <i>Induction-Based Verification of Timed Systems</i>.
    Universität Paderborn, 2016.
  ieee: T. Isenberg, <i>Induction-based Verification of Timed Systems</i>. Universität
    Paderborn, 2016.
  mla: Isenberg, Tobias. <i>Induction-Based Verification of Timed Systems</i>. Universität
    Paderborn, 2016.
  short: T. Isenberg, Induction-Based Verification of Timed Systems, Universität Paderborn,
    2016.
date_created: 2018-03-05T10:11:48Z
date_updated: 2022-01-06T06:51:12Z
ddc:
- '040'
department:
- _id: '77'
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-08T06:23:21Z
  date_updated: 2018-03-08T09:14:11Z
  file_id: '1195'
  file_name: 1190-thesis_abgabeversion.pdf
  file_size: 3354335
  relation: main_file
file_date_updated: 2018-03-08T09:14:11Z
has_accepted_license: '1'
project:
- _id: '1'
  name: SFB 901
- _id: '12'
  name: SFB 901 - Subproject B4
- _id: '3'
  name: SFB 901 - Project Area B
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
title: Induction-based Verification of Timed Systems
type: dissertation
user_id: '477'
year: '2016'
...
---
_id: '11908'
abstract:
- lang: eng
  text: 'This paper describes automatic speech recognition (ASR) systems developed
    jointly by RWTH, UPB and FORTH for the 1ch, 2ch and 6ch track of the 4th CHiME
    Challenge. In the 2ch and 6ch tracks the final system output is obtained by a
    Confusion Network Combination (CNC) of multiple systems. The Acoustic Model (AM)
    is a deep neural network based on Bidirectional Long Short-Term Memory (BLSTM)
    units. The systems differ by front ends and training sets used for the acoustic
    training. The model for the 1ch track is trained without any preprocessing. For
    each front end we trained and evaluated individual acoustic models. We compare
    the ASR performance of different beamforming approaches: a conventional superdirective
    beamformer [1] and an MVDR beamformer as in [2], where the steering vector is
    estimated based on [3]. Furthermore we evaluated a BLSTM supported Generalized
    Eigenvalue beamformer using NN-GEV [4]. The back end is implemented using RWTH?s
    open-source toolkits RASR [5], RETURNN [6] and rwthlm [7]. We rescore lattices
    with a Long Short-Term Memory (LSTM) based language model. The overall best results
    are obtained by a system combination that includes the lattices from the system
    of UPB?s submission [8]. Our final submission scored second in each of the three
    tracks of the 4th CHiME Challenge.'
author:
- first_name: Tobias
  full_name: Menne, Tobias
  last_name: Menne
- first_name: Jahn
  full_name: Heymann, Jahn
  id: '9168'
  last_name: Heymann
- first_name: Anastasios
  full_name: Alexandridis, Anastasios
  last_name: Alexandridis
- first_name: Kazuki
  full_name: Irie, Kazuki
  last_name: Irie
- first_name: Albert
  full_name: Zeyer, Albert
  last_name: Zeyer
- first_name: Markus
  full_name: Kitza, Markus
  last_name: Kitza
- first_name: Pavel
  full_name: Golik, Pavel
  last_name: Golik
- first_name: Ilia
  full_name: Kulikov, Ilia
  last_name: Kulikov
- first_name: Lukas
  full_name: Drude, Lukas
  id: '11213'
  last_name: Drude
- first_name: Ralf
  full_name: Schlüter, Ralf
  last_name: Schlüter
- first_name: Hermann
  full_name: Ney, Hermann
  last_name: Ney
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
- first_name: Athanasios
  full_name: Mouchtaris, Athanasios
  last_name: Mouchtaris
citation:
  ama: 'Menne T, Heymann J, Alexandridis A, et al. The RWTH/UPB/FORTH System Combination
    for the 4th CHiME Challenge Evaluation. In: <i>Computer Speech and Language</i>.
    ; 2016.'
  apa: Menne, T., Heymann, J., Alexandridis, A., Irie, K., Zeyer, A., Kitza, M., …
    Mouchtaris, A. (2016). The RWTH/UPB/FORTH System Combination for the 4th CHiME
    Challenge Evaluation. In <i>Computer Speech and Language</i>.
  bibtex: '@inproceedings{Menne_Heymann_Alexandridis_Irie_Zeyer_Kitza_Golik_Kulikov_Drude_Schlüter_et
    al._2016, title={The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge
    Evaluation}, booktitle={Computer Speech and Language}, author={Menne, Tobias and
    Heymann, Jahn and Alexandridis, Anastasios and Irie, Kazuki and Zeyer, Albert
    and Kitza, Markus and Golik, Pavel and Kulikov, Ilia and Drude, Lukas and Schlüter,
    Ralf and et al.}, year={2016} }'
  chicago: Menne, Tobias, Jahn Heymann, Anastasios Alexandridis, Kazuki Irie, Albert
    Zeyer, Markus Kitza, Pavel Golik, et al. “The RWTH/UPB/FORTH System Combination
    for the 4th CHiME Challenge Evaluation.” In <i>Computer Speech and Language</i>,
    2016.
  ieee: T. Menne <i>et al.</i>, “The RWTH/UPB/FORTH System Combination for the 4th
    CHiME Challenge Evaluation,” in <i>Computer Speech and Language</i>, 2016.
  mla: Menne, Tobias, et al. “The RWTH/UPB/FORTH System Combination for the 4th CHiME
    Challenge Evaluation.” <i>Computer Speech and Language</i>, 2016.
  short: 'T. Menne, J. Heymann, A. Alexandridis, K. Irie, A. Zeyer, M. Kitza, P. Golik,
    I. Kulikov, L. Drude, R. Schlüter, H. Ney, R. Haeb-Umbach, A. Mouchtaris, in:
    Computer Speech and Language, 2016.'
date_created: 2019-07-12T05:30:35Z
date_updated: 2022-01-06T06:51:12Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://groups.uni-paderborn.de/nt/pubs/2016/chime4_rwthupbforth_paper.pdf
oa: '1'
publication: Computer Speech and Language
status: public
title: The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation
type: conference
user_id: '44006'
year: '2016'
...
---
_id: '11920'
abstract:
- lang: eng
  text: In this paper we demonstrate an algorithm to learn words from speech using
    non-parametric Bayesian hierarchical models in an unsupervised setting. We exploit
    the assumption of a hierarchical structure of speech, namely the formation of
    spoken words as a sequence of phonemes. We employ the Nested Hierarchical Pitman-Yor
    Language Model, which allows an a priori unknown and possibly unlimited number
    of words. We assume the n-gram probabilities of words, the m-gram probabilities
    of phoneme sequences in words and the phoneme sequences of the words themselves
    as latent variables to be learned. We evaluate the algorithm on a cross language
    task using an existing speech recognizer trained on English speech to decode speech
    in the Xitsonga language supplied for the 2015 ZeroSpeech challenge. We apply
    the learning algorithm on the resulting phoneme graphs and achieve the highest
    token precision and F score compared to present systems.
author:
- first_name: Oliver
  full_name: Walter, Oliver
  last_name: Walter
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Walter O, Haeb-Umbach R. Unsupervised Word Discovery from Speech using Bayesian
    Hierarchical Models. In: <i>38th German Conference on Pattern Recognition (GCPR
    2016)</i>. ; 2016.'
  apa: Walter, O., &#38; Haeb-Umbach, R. (2016). Unsupervised Word Discovery from
    Speech using Bayesian Hierarchical Models. In <i>38th German Conference on Pattern
    Recognition (GCPR 2016)</i>.
  bibtex: '@inproceedings{Walter_Haeb-Umbach_2016, title={Unsupervised Word Discovery
    from Speech using Bayesian Hierarchical Models}, booktitle={38th German Conference
    on Pattern Recognition (GCPR 2016)}, author={Walter, Oliver and Haeb-Umbach, Reinhold},
    year={2016} }'
  chicago: Walter, Oliver, and Reinhold Haeb-Umbach. “Unsupervised Word Discovery
    from Speech Using Bayesian Hierarchical Models.” In <i>38th German Conference
    on Pattern Recognition (GCPR 2016)</i>, 2016.
  ieee: O. Walter and R. Haeb-Umbach, “Unsupervised Word Discovery from Speech using
    Bayesian Hierarchical Models,” in <i>38th German Conference on Pattern Recognition
    (GCPR 2016)</i>, 2016.
  mla: Walter, Oliver, and Reinhold Haeb-Umbach. “Unsupervised Word Discovery from
    Speech Using Bayesian Hierarchical Models.” <i>38th German Conference on Pattern
    Recognition (GCPR 2016)</i>, 2016.
  short: 'O. Walter, R. Haeb-Umbach, in: 38th German Conference on Pattern Recognition
    (GCPR 2016), 2016.'
date_created: 2019-07-12T05:30:49Z
date_updated: 2022-01-06T06:51:12Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://groups.uni-paderborn.de/nt/pubs/2016/WaHa16.pdf
oa: '1'
publication: 38th German Conference on Pattern Recognition (GCPR 2016)
related_material:
  link:
  - description: Presentation
    relation: supplementary_material
    url: https://groups.uni-paderborn.de/nt/pubs/2016/WaHa16_Talk.pdf
status: public
title: Unsupervised Word Discovery from Speech using Bayesian Hierarchical Models
type: conference
user_id: '44006'
year: '2016'
...
---
_id: '11975'
author:
- first_name: Johannes
  full_name: Blobel, Johannes
  last_name: Blobel
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Blobel J, Sommer C, Dressler F. Protocol options for low power sensor network
    MAC using wake-up receivers with duty cycling. In: <i>2016 IEEE International
    Conference on Communications (ICC)</i>. ; 2016. doi:<a href="https://doi.org/10.1109/icc.2016.7511318">10.1109/icc.2016.7511318</a>'
  apa: Blobel, J., Sommer, C., &#38; Dressler, F. (2016). Protocol options for low
    power sensor network MAC using wake-up receivers with duty cycling. In <i>2016
    IEEE International Conference on Communications (ICC)</i>. <a href="https://doi.org/10.1109/icc.2016.7511318">https://doi.org/10.1109/icc.2016.7511318</a>
  bibtex: '@inproceedings{Blobel_Sommer_Dressler_2016, title={Protocol options for
    low power sensor network MAC using wake-up receivers with duty cycling}, DOI={<a
    href="https://doi.org/10.1109/icc.2016.7511318">10.1109/icc.2016.7511318</a>},
    booktitle={2016 IEEE International Conference on Communications (ICC)}, author={Blobel,
    Johannes and Sommer, Christoph and Dressler, Falko}, year={2016} }'
  chicago: Blobel, Johannes, Christoph Sommer, and Falko Dressler. “Protocol Options
    for Low Power Sensor Network MAC Using Wake-up Receivers with Duty Cycling.” In
    <i>2016 IEEE International Conference on Communications (ICC)</i>, 2016. <a href="https://doi.org/10.1109/icc.2016.7511318">https://doi.org/10.1109/icc.2016.7511318</a>.
  ieee: J. Blobel, C. Sommer, and F. Dressler, “Protocol options for low power sensor
    network MAC using wake-up receivers with duty cycling,” in <i>2016 IEEE International
    Conference on Communications (ICC)</i>, 2016.
  mla: Blobel, Johannes, et al. “Protocol Options for Low Power Sensor Network MAC
    Using Wake-up Receivers with Duty Cycling.” <i>2016 IEEE International Conference
    on Communications (ICC)</i>, 2016, doi:<a href="https://doi.org/10.1109/icc.2016.7511318">10.1109/icc.2016.7511318</a>.
  short: 'J. Blobel, C. Sommer, F. Dressler, in: 2016 IEEE International Conference
    on Communications (ICC), 2016.'
date_created: 2019-07-18T09:51:21Z
date_updated: 2022-01-06T06:51:14Z
department:
- _id: '589'
doi: 10.1109/icc.2016.7511318
language:
- iso: eng
publication: 2016 IEEE International Conference on Communications (ICC)
publication_identifier:
  isbn:
  - '9781479966646'
publication_status: published
status: public
title: Protocol options for low power sensor network MAC using wake-up receivers with
  duty cycling
type: conference
user_id: '49154'
year: '2016'
...
---
_id: '11988'
author:
- first_name: Claudia
  full_name: Campolo, Claudia
  last_name: Campolo
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
- first_name: Antonella
  full_name: Molinaro, Antonella
  last_name: Molinaro
citation:
  ama: 'Campolo C, Sommer C, Dressler F, Molinaro A. On the impact of adjacent channel
    interference in multi-channel VANETs. In: <i>2016 IEEE International Conference
    on Communications (ICC)</i>. ; 2016. doi:<a href="https://doi.org/10.1109/icc.2016.7511085">10.1109/icc.2016.7511085</a>'
  apa: Campolo, C., Sommer, C., Dressler, F., &#38; Molinaro, A. (2016). On the impact
    of adjacent channel interference in multi-channel VANETs. In <i>2016 IEEE International
    Conference on Communications (ICC)</i>. <a href="https://doi.org/10.1109/icc.2016.7511085">https://doi.org/10.1109/icc.2016.7511085</a>
  bibtex: '@inproceedings{Campolo_Sommer_Dressler_Molinaro_2016, title={On the impact
    of adjacent channel interference in multi-channel VANETs}, DOI={<a href="https://doi.org/10.1109/icc.2016.7511085">10.1109/icc.2016.7511085</a>},
    booktitle={2016 IEEE International Conference on Communications (ICC)}, author={Campolo,
    Claudia and Sommer, Christoph and Dressler, Falko and Molinaro, Antonella}, year={2016}
    }'
  chicago: Campolo, Claudia, Christoph Sommer, Falko Dressler, and Antonella Molinaro.
    “On the Impact of Adjacent Channel Interference in Multi-Channel VANETs.” In <i>2016
    IEEE International Conference on Communications (ICC)</i>, 2016. <a href="https://doi.org/10.1109/icc.2016.7511085">https://doi.org/10.1109/icc.2016.7511085</a>.
  ieee: C. Campolo, C. Sommer, F. Dressler, and A. Molinaro, “On the impact of adjacent
    channel interference in multi-channel VANETs,” in <i>2016 IEEE International Conference
    on Communications (ICC)</i>, 2016.
  mla: Campolo, Claudia, et al. “On the Impact of Adjacent Channel Interference in
    Multi-Channel VANETs.” <i>2016 IEEE International Conference on Communications
    (ICC)</i>, 2016, doi:<a href="https://doi.org/10.1109/icc.2016.7511085">10.1109/icc.2016.7511085</a>.
  short: 'C. Campolo, C. Sommer, F. Dressler, A. Molinaro, in: 2016 IEEE International
    Conference on Communications (ICC), 2016.'
date_created: 2019-07-18T09:51:57Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1109/icc.2016.7511085
language:
- iso: eng
publication: 2016 IEEE International Conference on Communications (ICC)
publication_identifier:
  isbn:
  - '9781479966646'
publication_status: published
status: public
title: On the impact of adjacent channel interference in multi-channel VANETs
type: conference
user_id: '49154'
year: '2016'
...
---
_id: '12011'
author:
- first_name: Florian
  full_name: Hagenauer, Florian
  last_name: Hagenauer
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Simon
  full_name: Merschjohann, Simon
  last_name: Merschjohann
- first_name: Takamasa
  full_name: Higuchi, Takamasa
  last_name: Higuchi
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
- first_name: Onur
  full_name: Altintas, Onur
  last_name: Altintas
citation:
  ama: 'Hagenauer F, Sommer C, Merschjohann S, Higuchi T, Dressler F, Altintas O.
    Cars as the base for service discovery and provision in highly dynamic networks.
    In: <i>2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>.
    ; 2016. doi:<a href="https://doi.org/10.1109/infcomw.2016.7562101">10.1109/infcomw.2016.7562101</a>'
  apa: Hagenauer, F., Sommer, C., Merschjohann, S., Higuchi, T., Dressler, F., &#38;
    Altintas, O. (2016). Cars as the base for service discovery and provision in highly
    dynamic networks. In <i>2016 IEEE Conference on Computer Communications Workshops
    (INFOCOM WKSHPS)</i>. <a href="https://doi.org/10.1109/infcomw.2016.7562101">https://doi.org/10.1109/infcomw.2016.7562101</a>
  bibtex: '@inproceedings{Hagenauer_Sommer_Merschjohann_Higuchi_Dressler_Altintas_2016,
    title={Cars as the base for service discovery and provision in highly dynamic
    networks}, DOI={<a href="https://doi.org/10.1109/infcomw.2016.7562101">10.1109/infcomw.2016.7562101</a>},
    booktitle={2016 IEEE Conference on Computer Communications Workshops (INFOCOM
    WKSHPS)}, author={Hagenauer, Florian and Sommer, Christoph and Merschjohann, Simon
    and Higuchi, Takamasa and Dressler, Falko and Altintas, Onur}, year={2016} }'
  chicago: Hagenauer, Florian, Christoph Sommer, Simon Merschjohann, Takamasa Higuchi,
    Falko Dressler, and Onur Altintas. “Cars as the Base for Service Discovery and
    Provision in Highly Dynamic Networks.” In <i>2016 IEEE Conference on Computer
    Communications Workshops (INFOCOM WKSHPS)</i>, 2016. <a href="https://doi.org/10.1109/infcomw.2016.7562101">https://doi.org/10.1109/infcomw.2016.7562101</a>.
  ieee: F. Hagenauer, C. Sommer, S. Merschjohann, T. Higuchi, F. Dressler, and O.
    Altintas, “Cars as the base for service discovery and provision in highly dynamic
    networks,” in <i>2016 IEEE Conference on Computer Communications Workshops (INFOCOM
    WKSHPS)</i>, 2016.
  mla: Hagenauer, Florian, et al. “Cars as the Base for Service Discovery and Provision
    in Highly Dynamic Networks.” <i>2016 IEEE Conference on Computer Communications
    Workshops (INFOCOM WKSHPS)</i>, 2016, doi:<a href="https://doi.org/10.1109/infcomw.2016.7562101">10.1109/infcomw.2016.7562101</a>.
  short: 'F. Hagenauer, C. Sommer, S. Merschjohann, T. Higuchi, F. Dressler, O. Altintas,
    in: 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS),
    2016.'
date_created: 2019-07-18T09:53:13Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1109/infcomw.2016.7562101
language:
- iso: eng
publication: 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
publication_identifier:
  isbn:
  - '9781467399555'
publication_status: published
status: public
title: Cars as the base for service discovery and provision in highly dynamic networks
type: conference
user_id: '49154'
year: '2016'
...
---
_id: '12012'
author:
- first_name: Florian
  full_name: Hagenauer, Florian
  last_name: Hagenauer
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Ryokichi
  full_name: Onishi, Ryokichi
  last_name: Onishi
- first_name: Matthias
  full_name: Wilhelm, Matthias
  last_name: Wilhelm
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
- first_name: Onur
  full_name: Altintas, Onur
  last_name: Altintas
citation:
  ama: 'Hagenauer F, Sommer C, Onishi R, Wilhelm M, Dressler F, Altintas O. Interconnecting
    smart cities by vehicles: How feasible is it? In: <i>2016 IEEE Conference on Computer
    Communications Workshops (INFOCOM WKSHPS)</i>. ; 2016. doi:<a href="https://doi.org/10.1109/infcomw.2016.7562184">10.1109/infcomw.2016.7562184</a>'
  apa: 'Hagenauer, F., Sommer, C., Onishi, R., Wilhelm, M., Dressler, F., &#38; Altintas,
    O. (2016). Interconnecting smart cities by vehicles: How feasible is it? In <i>2016
    IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>. <a
    href="https://doi.org/10.1109/infcomw.2016.7562184">https://doi.org/10.1109/infcomw.2016.7562184</a>'
  bibtex: '@inproceedings{Hagenauer_Sommer_Onishi_Wilhelm_Dressler_Altintas_2016,
    title={Interconnecting smart cities by vehicles: How feasible is it?}, DOI={<a
    href="https://doi.org/10.1109/infcomw.2016.7562184">10.1109/infcomw.2016.7562184</a>},
    booktitle={2016 IEEE Conference on Computer Communications Workshops (INFOCOM
    WKSHPS)}, author={Hagenauer, Florian and Sommer, Christoph and Onishi, Ryokichi
    and Wilhelm, Matthias and Dressler, Falko and Altintas, Onur}, year={2016} }'
  chicago: 'Hagenauer, Florian, Christoph Sommer, Ryokichi Onishi, Matthias Wilhelm,
    Falko Dressler, and Onur Altintas. “Interconnecting Smart Cities by Vehicles:
    How Feasible Is It?” In <i>2016 IEEE Conference on Computer Communications Workshops
    (INFOCOM WKSHPS)</i>, 2016. <a href="https://doi.org/10.1109/infcomw.2016.7562184">https://doi.org/10.1109/infcomw.2016.7562184</a>.'
  ieee: 'F. Hagenauer, C. Sommer, R. Onishi, M. Wilhelm, F. Dressler, and O. Altintas,
    “Interconnecting smart cities by vehicles: How feasible is it?,” in <i>2016 IEEE
    Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>, 2016.'
  mla: 'Hagenauer, Florian, et al. “Interconnecting Smart Cities by Vehicles: How
    Feasible Is It?” <i>2016 IEEE Conference on Computer Communications Workshops
    (INFOCOM WKSHPS)</i>, 2016, doi:<a href="https://doi.org/10.1109/infcomw.2016.7562184">10.1109/infcomw.2016.7562184</a>.'
  short: 'F. Hagenauer, C. Sommer, R. Onishi, M. Wilhelm, F. Dressler, O. Altintas,
    in: 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS),
    2016.'
date_created: 2019-07-18T09:53:16Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1109/infcomw.2016.7562184
language:
- iso: eng
publication: 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
publication_identifier:
  isbn:
  - '9781467399555'
publication_status: published
status: public
title: 'Interconnecting smart cities by vehicles: How feasible is it?'
type: conference
user_id: '49154'
year: '2016'
...
---
_id: '12013'
author:
- first_name: F.
  full_name: Hagenauer, F.
  last_name: Hagenauer
- first_name: F.
  full_name: Dressler, F.
  last_name: Dressler
- first_name: O.
  full_name: Altintas, O.
  last_name: Altintas
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
citation:
  ama: 'Hagenauer F, Dressler F, Altintas O, Sommer C. Cars as a main ICT resource
    of smart cities. In: <i>Smart Cities and Homes</i>. ; 2016. doi:<a href="https://doi.org/10.1016/b978-0-12-803454-5.00007-9">10.1016/b978-0-12-803454-5.00007-9</a>'
  apa: Hagenauer, F., Dressler, F., Altintas, O., &#38; Sommer, C. (2016). Cars as
    a main ICT resource of smart cities. In <i>Smart Cities and Homes</i>. <a href="https://doi.org/10.1016/b978-0-12-803454-5.00007-9">https://doi.org/10.1016/b978-0-12-803454-5.00007-9</a>
  bibtex: '@inbook{Hagenauer_Dressler_Altintas_Sommer_2016, title={Cars as a main
    ICT resource of smart cities}, DOI={<a href="https://doi.org/10.1016/b978-0-12-803454-5.00007-9">10.1016/b978-0-12-803454-5.00007-9</a>},
    booktitle={Smart Cities and Homes}, author={Hagenauer, F. and Dressler, F. and
    Altintas, O. and Sommer, Christoph}, year={2016} }'
  chicago: Hagenauer, F., F. Dressler, O. Altintas, and Christoph Sommer. “Cars as
    a Main ICT Resource of Smart Cities.” In <i>Smart Cities and Homes</i>, 2016.
    <a href="https://doi.org/10.1016/b978-0-12-803454-5.00007-9">https://doi.org/10.1016/b978-0-12-803454-5.00007-9</a>.
  ieee: F. Hagenauer, F. Dressler, O. Altintas, and C. Sommer, “Cars as a main ICT
    resource of smart cities,” in <i>Smart Cities and Homes</i>, 2016.
  mla: Hagenauer, F., et al. “Cars as a Main ICT Resource of Smart Cities.” <i>Smart
    Cities and Homes</i>, 2016, doi:<a href="https://doi.org/10.1016/b978-0-12-803454-5.00007-9">10.1016/b978-0-12-803454-5.00007-9</a>.
  short: 'F. Hagenauer, F. Dressler, O. Altintas, C. Sommer, in: Smart Cities and
    Homes, 2016.'
date_created: 2019-07-18T09:53:18Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1016/b978-0-12-803454-5.00007-9
language:
- iso: eng
publication: Smart Cities and Homes
publication_identifier:
  isbn:
  - '9780128034545'
publication_status: published
status: public
title: Cars as a main ICT resource of smart cities
type: book_chapter
user_id: '49154'
year: '2016'
...
---
_id: '12029'
author:
- first_name: Florian
  full_name: Klingler, Florian
  last_name: Klingler
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
citation:
  ama: 'Klingler F, Dressler F, Sommer C. IEEE 802.11p unicast considered harmful.
    In: <i>2015 IEEE Vehicular Networking Conference (VNC)</i>. ; 2016. doi:<a href="https://doi.org/10.1109/vnc.2015.7385550">10.1109/vnc.2015.7385550</a>'
  apa: Klingler, F., Dressler, F., &#38; Sommer, C. (2016). IEEE 802.11p unicast considered
    harmful. In <i>2015 IEEE Vehicular Networking Conference (VNC)</i>. <a href="https://doi.org/10.1109/vnc.2015.7385550">https://doi.org/10.1109/vnc.2015.7385550</a>
  bibtex: '@inproceedings{Klingler_Dressler_Sommer_2016, title={IEEE 802.11p unicast
    considered harmful}, DOI={<a href="https://doi.org/10.1109/vnc.2015.7385550">10.1109/vnc.2015.7385550</a>},
    booktitle={2015 IEEE Vehicular Networking Conference (VNC)}, author={Klingler,
    Florian and Dressler, Falko and Sommer, Christoph}, year={2016} }'
  chicago: Klingler, Florian, Falko Dressler, and Christoph Sommer. “IEEE 802.11p
    Unicast Considered Harmful.” In <i>2015 IEEE Vehicular Networking Conference (VNC)</i>,
    2016. <a href="https://doi.org/10.1109/vnc.2015.7385550">https://doi.org/10.1109/vnc.2015.7385550</a>.
  ieee: F. Klingler, F. Dressler, and C. Sommer, “IEEE 802.11p unicast considered
    harmful,” in <i>2015 IEEE Vehicular Networking Conference (VNC)</i>, 2016.
  mla: Klingler, Florian, et al. “IEEE 802.11p Unicast Considered Harmful.” <i>2015
    IEEE Vehicular Networking Conference (VNC)</i>, 2016, doi:<a href="https://doi.org/10.1109/vnc.2015.7385550">10.1109/vnc.2015.7385550</a>.
  short: 'F. Klingler, F. Dressler, C. Sommer, in: 2015 IEEE Vehicular Networking
    Conference (VNC), 2016.'
date_created: 2019-07-18T09:54:00Z
date_updated: 2022-01-06T06:51:16Z
department:
- _id: '589'
doi: 10.1109/vnc.2015.7385550
language:
- iso: eng
publication: 2015 IEEE Vehicular Networking Conference (VNC)
publication_identifier:
  isbn:
  - '9781467394116'
publication_status: published
status: public
title: IEEE 802.11p unicast considered harmful
type: conference
user_id: '49154'
year: '2016'
...
---
_id: '12039'
author:
- first_name: Agon
  full_name: Memedi, Agon
  last_name: Memedi
- first_name: Florian
  full_name: Hagenauer, Florian
  last_name: Hagenauer
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
citation:
  ama: 'Memedi A, Hagenauer F, Dressler F, Sommer C. Cluster-based transmit power
    control in heterogeneous vehicular networks. In: <i>2015 IEEE Vehicular Networking
    Conference (VNC)</i>. ; 2016. doi:<a href="https://doi.org/10.1109/vnc.2015.7385547">10.1109/vnc.2015.7385547</a>'
  apa: Memedi, A., Hagenauer, F., Dressler, F., &#38; Sommer, C. (2016). Cluster-based
    transmit power control in heterogeneous vehicular networks. In <i>2015 IEEE Vehicular
    Networking Conference (VNC)</i>. <a href="https://doi.org/10.1109/vnc.2015.7385547">https://doi.org/10.1109/vnc.2015.7385547</a>
  bibtex: '@inproceedings{Memedi_Hagenauer_Dressler_Sommer_2016, title={Cluster-based
    transmit power control in heterogeneous vehicular networks}, DOI={<a href="https://doi.org/10.1109/vnc.2015.7385547">10.1109/vnc.2015.7385547</a>},
    booktitle={2015 IEEE Vehicular Networking Conference (VNC)}, author={Memedi, Agon
    and Hagenauer, Florian and Dressler, Falko and Sommer, Christoph}, year={2016}
    }'
  chicago: Memedi, Agon, Florian Hagenauer, Falko Dressler, and Christoph Sommer.
    “Cluster-Based Transmit Power Control in Heterogeneous Vehicular Networks.” In
    <i>2015 IEEE Vehicular Networking Conference (VNC)</i>, 2016. <a href="https://doi.org/10.1109/vnc.2015.7385547">https://doi.org/10.1109/vnc.2015.7385547</a>.
  ieee: A. Memedi, F. Hagenauer, F. Dressler, and C. Sommer, “Cluster-based transmit
    power control in heterogeneous vehicular networks,” in <i>2015 IEEE Vehicular
    Networking Conference (VNC)</i>, 2016.
  mla: Memedi, Agon, et al. “Cluster-Based Transmit Power Control in Heterogeneous
    Vehicular Networks.” <i>2015 IEEE Vehicular Networking Conference (VNC)</i>, 2016,
    doi:<a href="https://doi.org/10.1109/vnc.2015.7385547">10.1109/vnc.2015.7385547</a>.
  short: 'A. Memedi, F. Hagenauer, F. Dressler, C. Sommer, in: 2015 IEEE Vehicular
    Networking Conference (VNC), 2016.'
date_created: 2019-07-18T09:54:27Z
date_updated: 2022-01-06T06:51:16Z
department:
- _id: '589'
doi: 10.1109/vnc.2015.7385547
language:
- iso: eng
publication: 2015 IEEE Vehicular Networking Conference (VNC)
publication_identifier:
  isbn:
  - '9781467394116'
publication_status: published
status: public
title: Cluster-based transmit power control in heterogeneous vehicular networks
type: conference
user_id: '49154'
year: '2016'
...
---
_id: '12972'
abstract:
- lang: eng
  text: Taking inspiration from self-awareness in humans, this book introduces the
    new notion of computational self-awareness as a fundamental concept for designing
    and operating computing systems. The basic ability of such self-aware computing
    systems is to collect information about their state and progress, learning and
    maintaining models containing knowledge that enables them to reason about their
    behaviour. Self-aware computing systems will have the ability to utilise this
    knowledge to effectively and autonomously adapt and explain their behaviour, in
    changing conditions. This book addresses these fundamental concepts from an engineering
    perspective, aiming at developing primitives for building systems and applications.
    It will be of value to researchers, professionals and graduate students in computer
    science and engineering.
citation:
  ama: 'Lewis PR, Platzner M, Rinner B, Tørresen J, Yao X, eds. <i>Self-Aware Computing
    Systems: An Engineering Approach</i>. Cham: Springer; 2016. doi:<a href="https://doi.org/10.1007/978-3-319-39675-0">10.1007/978-3-319-39675-0</a>'
  apa: 'Lewis, P. R., Platzner, M., Rinner, B., Tørresen, J., &#38; Yao, X. (Eds.).
    (2016). <i>Self-aware Computing Systems: An Engineering Approach</i>. Cham: Springer.
    <a href="https://doi.org/10.1007/978-3-319-39675-0">https://doi.org/10.1007/978-3-319-39675-0</a>'
  bibtex: '@book{Lewis_Platzner_Rinner_Tørresen_Yao_2016, place={Cham}, title={Self-aware
    Computing Systems: An Engineering Approach}, DOI={<a href="https://doi.org/10.1007/978-3-319-39675-0">10.1007/978-3-319-39675-0</a>},
    publisher={Springer}, year={2016} }'
  chicago: 'Lewis, Peter R., Marco Platzner, Bernhard Rinner, Jim Tørresen, and Xin
    Yao, eds. <i>Self-Aware Computing Systems: An Engineering Approach</i>. Cham:
    Springer, 2016. <a href="https://doi.org/10.1007/978-3-319-39675-0">https://doi.org/10.1007/978-3-319-39675-0</a>.'
  ieee: 'P. R. Lewis, M. Platzner, B. Rinner, J. Tørresen, and X. Yao, Eds., <i>Self-aware
    Computing Systems: An Engineering Approach</i>. Cham: Springer, 2016.'
  mla: 'Lewis, Peter R., et al., editors. <i>Self-Aware Computing Systems: An Engineering
    Approach</i>. Springer, 2016, doi:<a href="https://doi.org/10.1007/978-3-319-39675-0">10.1007/978-3-319-39675-0</a>.'
  short: 'P.R. Lewis, M. Platzner, B. Rinner, J. Tørresen, X. Yao, eds., Self-Aware
    Computing Systems: An Engineering Approach, Springer, Cham, 2016.'
date_created: 2019-08-27T13:39:43Z
date_updated: 2022-01-06T06:51:27Z
department:
- _id: '78'
doi: 10.1007/978-3-319-39675-0
editor:
- first_name: Peter R.
  full_name: Lewis, Peter R.
  last_name: Lewis
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: Bernhard
  full_name: Rinner, Bernhard
  last_name: Rinner
- first_name: Jim
  full_name: Tørresen, Jim
  last_name: Tørresen
- first_name: Xin
  full_name: Yao, Xin
  last_name: Yao
language:
- iso: eng
place: Cham
publication_identifier:
  isbn:
  - '9783319396743'
  - '9783319396750'
  issn:
  - 1619-7127
publication_status: published
publisher: Springer
status: public
title: 'Self-aware Computing Systems: An Engineering Approach'
type: book_editor
user_id: '398'
year: '2016'
...
---
_id: '12975'
author:
- first_name: Matthias
  full_name: Kampmann, Matthias
  id: '10935'
  last_name: Kampmann
- first_name: Sybille
  full_name: Hellebrand, Sybille
  id: '209'
  last_name: Hellebrand
  orcid: 0000-0002-3717-3939
citation:
  ama: 'Kampmann M, Hellebrand S. X Marks the Spot: Scan-Flip-Flop Clustering for
    Faster-than-at-Speed Test. In: <i>25th IEEE Asian Test Symposium (ATS’16)</i>.
    Hiroshima, Japan: IEEE; 2016:1-6. doi:<a href="https://doi.org/10.1109/ats.2016.20">10.1109/ats.2016.20</a>'
  apa: 'Kampmann, M., &#38; Hellebrand, S. (2016). X Marks the Spot: Scan-Flip-Flop
    Clustering for Faster-than-at-Speed Test. In <i>25th IEEE Asian Test Symposium
    (ATS’16)</i> (pp. 1–6). Hiroshima, Japan: IEEE. <a href="https://doi.org/10.1109/ats.2016.20">https://doi.org/10.1109/ats.2016.20</a>'
  bibtex: '@inproceedings{Kampmann_Hellebrand_2016, place={Hiroshima, Japan}, title={X
    Marks the Spot: Scan-Flip-Flop Clustering for Faster-than-at-Speed Test}, DOI={<a
    href="https://doi.org/10.1109/ats.2016.20">10.1109/ats.2016.20</a>}, booktitle={25th
    IEEE Asian Test Symposium (ATS’16)}, publisher={IEEE}, author={Kampmann, Matthias
    and Hellebrand, Sybille}, year={2016}, pages={1–6} }'
  chicago: 'Kampmann, Matthias, and Sybille Hellebrand. “X Marks the Spot: Scan-Flip-Flop
    Clustering for Faster-than-at-Speed Test.” In <i>25th IEEE Asian Test Symposium
    (ATS’16)</i>, 1–6. Hiroshima, Japan: IEEE, 2016. <a href="https://doi.org/10.1109/ats.2016.20">https://doi.org/10.1109/ats.2016.20</a>.'
  ieee: 'M. Kampmann and S. Hellebrand, “X Marks the Spot: Scan-Flip-Flop Clustering
    for Faster-than-at-Speed Test,” in <i>25th IEEE Asian Test Symposium (ATS’16)</i>,
    2016, pp. 1–6.'
  mla: 'Kampmann, Matthias, and Sybille Hellebrand. “X Marks the Spot: Scan-Flip-Flop
    Clustering for Faster-than-at-Speed Test.” <i>25th IEEE Asian Test Symposium (ATS’16)</i>,
    IEEE, 2016, pp. 1–6, doi:<a href="https://doi.org/10.1109/ats.2016.20">10.1109/ats.2016.20</a>.'
  short: 'M. Kampmann, S. Hellebrand, in: 25th IEEE Asian Test Symposium (ATS’16),
    IEEE, Hiroshima, Japan, 2016, pp. 1–6.'
date_created: 2019-08-28T08:53:04Z
date_updated: 2022-01-06T06:51:27Z
department:
- _id: '48'
doi: 10.1109/ats.2016.20
language:
- iso: eng
page: 1-6
place: Hiroshima, Japan
publication: 25th IEEE Asian Test Symposium (ATS'16)
publisher: IEEE
status: public
title: 'X Marks the Spot: Scan-Flip-Flop Clustering for Faster-than-at-Speed Test'
type: conference
user_id: '209'
year: '2016'
...
---
_id: '154'
author:
- first_name: Andreas
  full_name: Cord-Landwehr, Andreas
  last_name: Cord-Landwehr
citation:
  ama: Cord-Landwehr A. <i>Selfish Network Creation - On Variants of Network Creation
    Games</i>. Vol 353. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn;
    2016.
  apa: Cord-Landwehr, A. (2016). <i>Selfish Network Creation - On Variants of Network
    Creation Games</i> (Vol. 353). Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn.
  bibtex: '@book{Cord-Landwehr_2016, series={Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn}, title={Selfish Network Creation - On Variants of Network
    Creation Games}, volume={353}, publisher={Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn}, author={Cord-Landwehr, Andreas}, year={2016}, collection={Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, Paderborn} }'
  chicago: Cord-Landwehr, Andreas. <i>Selfish Network Creation - On Variants of Network
    Creation Games</i>. Vol. 353. Verlagsschriftenreihe Des Heinz Nixdorf Instituts,
    Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2016.
  ieee: A. Cord-Landwehr, <i>Selfish Network Creation - On Variants of Network Creation
    Games</i>, vol. 353. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn,
    2016.
  mla: Cord-Landwehr, Andreas. <i>Selfish Network Creation - On Variants of Network
    Creation Games</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn,
    2016.
  short: A. Cord-Landwehr, Selfish Network Creation - On Variants of Network Creation
    Games, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2016.
date_created: 2017-10-17T12:41:22Z
date_updated: 2022-01-06T06:52:23Z
ddc:
- '040'
department:
- _id: '63'
- _id: '26'
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T12:52:03Z
  date_updated: 2018-03-21T12:52:03Z
  file_id: '1551'
  file_name: 154-dissertation.pdf
  file_size: 800101
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T12:52:03Z
has_accepted_license: '1'
intvolume: '       353'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '5'
  name: SFB 901 - Subprojekt A1
- _id: '2'
  name: SFB 901 - Project Area A
publication_identifier:
  isbn:
  - 978-3-942647-72-4
publisher: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
related_material:
  link:
  - relation: confirmation
    url: http://nbn-resolving.de/urn:nbn:de:hbz:466:2-24089
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
status: public
supervisor:
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
title: Selfish Network Creation - On Variants of Network Creation Games
type: dissertation
user_id: '5786'
volume: 353
year: '2016'
...
---
_id: '15400'
author:
- first_name: C.
  full_name: Labreuche, C.
  last_name: Labreuche
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
- first_name: P.
  full_name: Vojtas, P.
  last_name: Vojtas
- first_name: A.
  full_name: Fallah Tehrani, A.
  last_name: Fallah Tehrani
citation:
  ama: 'Labreuche C, Hüllermeier E, Vojtas P, Fallah Tehrani A. On the identifiability
    of models  in multi-criteria preference learning. In: Busa-Fekete R, Hüllermeier
    E, Mousseau V, Pfannschmidt K, eds. <i>In Proceedings DA2PL 2016 EURO Mini Conference
    From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany</i>.
    ; 2016.'
  apa: Labreuche, C., Hüllermeier, E., Vojtas, P., &#38; Fallah Tehrani, A. (2016).
    On the identifiability of models  in multi-criteria preference learning. In R.
    Busa-Fekete, E. Hüllermeier, V. Mousseau, &#38; K. Pfannschmidt (Eds.), <i>in
    Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid
    to Preference Learning, Paderborn Germany</i>.
  bibtex: '@inproceedings{Labreuche_Hüllermeier_Vojtas_Fallah Tehrani_2016, title={On
    the identifiability of models  in multi-criteria preference learning}, booktitle={in
    Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid
    to Preference Learning, Paderborn Germany}, author={Labreuche, C. and Hüllermeier,
    Eyke and Vojtas, P. and Fallah Tehrani, A.}, editor={Busa-Fekete, R. and Hüllermeier,
    Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors}, year={2016} }'
  chicago: Labreuche, C., Eyke Hüllermeier, P. Vojtas, and A. Fallah Tehrani. “On
    the Identifiability of Models  in Multi-Criteria Preference Learning.” In <i>In
    Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid
    to Preference Learning, Paderborn Germany</i>, edited by R. Busa-Fekete, Eyke
    Hüllermeier, V. Mousseau, and Karlson Pfannschmidt, 2016.
  ieee: C. Labreuche, E. Hüllermeier, P. Vojtas, and A. Fallah Tehrani, “On the identifiability
    of models  in multi-criteria preference learning,” in <i>in Proceedings DA2PL
    2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning,
    Paderborn Germany</i>, 2016.
  mla: Labreuche, C., et al. “On the Identifiability of Models  in Multi-Criteria
    Preference Learning.” <i>In Proceedings DA2PL 2016 EURO Mini Conference From Multiple
    Criteria Decision Aid to Preference Learning, Paderborn Germany</i>, edited by
    R. Busa-Fekete et al., 2016.
  short: 'C. Labreuche, E. Hüllermeier, P. Vojtas, A. Fallah Tehrani, in: R. Busa-Fekete,
    E. Hüllermeier, V. Mousseau, K. Pfannschmidt (Eds.), In Proceedings DA2PL 2016
    EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning,
    Paderborn Germany, 2016.'
date_created: 2019-12-19T16:02:19Z
date_updated: 2022-01-06T06:52:23Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: R.
  full_name: Busa-Fekete, R.
  last_name: Busa-Fekete
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  last_name: Hüllermeier
- first_name: V.
  full_name: Mousseau, V.
  last_name: Mousseau
- first_name: Karlson
  full_name: Pfannschmidt, Karlson
  last_name: Pfannschmidt
language:
- iso: eng
publication: in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria
  Decision Aid to Preference Learning, Paderborn Germany
status: public
title: On the identifiability of models  in multi-criteria preference learning
type: conference
user_id: '49109'
year: '2016'
...
---
_id: '15401'
author:
- first_name: D.
  full_name: Schäfer, D.
  last_name: Schäfer
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Schäfer D, Hüllermeier E. Preference -based reinforcement learning using dyad
    ranking. In: Busa-Fekete R, Hüllermeier E, Mousseau V, Pfannschmidt K, eds. <i>In
    Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria Decision Aid
    to Preference Learning, Paderborn, Germany</i>. ; 2016.'
  apa: Schäfer, D., &#38; Hüllermeier, E. (2016). Preference -based reinforcement
    learning using dyad ranking. In R. Busa-Fekete, E. Hüllermeier, V. Mousseau, &#38;
    K. Pfannschmidt (Eds.), <i>in Proceedings DA2PL`2016 Euro Mini Conference From
    Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany</i>.
  bibtex: '@inproceedings{Schäfer_Hüllermeier_2016, title={Preference -based reinforcement
    learning using dyad ranking}, booktitle={in Proceedings DA2PL`2016 Euro Mini Conference
    From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany},
    author={Schäfer, D. and Hüllermeier, Eyke}, editor={Busa-Fekete, R. and Hüllermeier,
    Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors}, year={2016} }'
  chicago: Schäfer, D., and Eyke Hüllermeier. “Preference -Based Reinforcement Learning
    Using Dyad Ranking.” In <i>In Proceedings DA2PL`2016 Euro Mini Conference From
    Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany</i>,
    edited by R. Busa-Fekete, Eyke Hüllermeier, V. Mousseau, and Karlson Pfannschmidt,
    2016.
  ieee: D. Schäfer and E. Hüllermeier, “Preference -based reinforcement learning using
    dyad ranking,” in <i>in Proceedings DA2PL`2016 Euro Mini Conference From Multiple
    Criteria Decision Aid to Preference Learning, Paderborn, Germany</i>, 2016.
  mla: Schäfer, D., and Eyke Hüllermeier. “Preference -Based Reinforcement Learning
    Using Dyad Ranking.” <i>In Proceedings DA2PL`2016 Euro Mini Conference From Multiple
    Criteria Decision Aid to Preference Learning, Paderborn, Germany</i>, edited by
    R. Busa-Fekete et al., 2016.
  short: 'D. Schäfer, E. Hüllermeier, in: R. Busa-Fekete, E. Hüllermeier, V. Mousseau,
    K. Pfannschmidt (Eds.), In Proceedings DA2PL`2016 Euro Mini Conference From Multiple
    Criteria Decision Aid to Preference Learning, Paderborn, Germany, 2016.'
date_created: 2019-12-19T16:33:45Z
date_updated: 2022-01-06T06:52:23Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: R.
  full_name: Busa-Fekete, R.
  last_name: Busa-Fekete
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  last_name: Hüllermeier
- first_name: V.
  full_name: Mousseau, V.
  last_name: Mousseau
- first_name: Karlson
  full_name: Pfannschmidt, Karlson
  last_name: Pfannschmidt
language:
- iso: eng
publication: in Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria
  Decision Aid to Preference Learning, Paderborn, Germany
status: public
title: Preference -based reinforcement learning using dyad ranking
type: conference
user_id: '49109'
year: '2016'
...
---
_id: '15402'
author:
- first_name: Ines
  full_name: Couso, Ines
  last_name: Couso
- first_name: Mohsen
  full_name: Ahmadi Fahandar, Mohsen
  last_name: Ahmadi Fahandar
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Couso I, Ahmadi Fahandar M, Hüllermeier E. Statistical Inference for Incomplete
    Ranking Data: A Comparison of two likelihood-based estimators. In: Busa-Fekete
    R, Hüllermeier E, Mousseau V, Pfannschmidt K, eds. <i>In Proceedings DA2PL 2016
    EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning,
    Paderborn Germany</i>. ; 2016.'
  apa: 'Couso, I., Ahmadi Fahandar, M., &#38; Hüllermeier, E. (2016). Statistical
    Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators.
    In R. Busa-Fekete, E. Hüllermeier, V. Mousseau, &#38; K. Pfannschmidt (Eds.),
    <i>in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision
    Aid to Preference Learning, Paderborn Germany</i>.'
  bibtex: '@inproceedings{Couso_Ahmadi Fahandar_Hüllermeier_2016, title={Statistical
    Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators},
    booktitle={in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria
    Decision Aid to Preference Learning, Paderborn Germany}, author={Couso, Ines and
    Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke}, editor={Busa-Fekete, R. and Hüllermeier,
    Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors}, year={2016} }'
  chicago: 'Couso, Ines, Mohsen Ahmadi Fahandar, and Eyke Hüllermeier. “Statistical
    Inference for Incomplete Ranking Data: A Comparison of Two Likelihood-Based Estimators.”
    In <i>In Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision
    Aid to Preference Learning, Paderborn Germany</i>, edited by R. Busa-Fekete, Eyke
    Hüllermeier, V. Mousseau, and Karlson Pfannschmidt, 2016.'
  ieee: 'I. Couso, M. Ahmadi Fahandar, and E. Hüllermeier, “Statistical Inference
    for Incomplete Ranking Data: A Comparison of two likelihood-based estimators,”
    in <i>in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision
    Aid to Preference Learning, Paderborn Germany</i>, 2016.'
  mla: 'Couso, Ines, et al. “Statistical Inference for Incomplete Ranking Data: A
    Comparison of Two Likelihood-Based Estimators.” <i>In Proceedings DA2PL 2016 EURO
    Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn
    Germany</i>, edited by R. Busa-Fekete et al., 2016.'
  short: 'I. Couso, M. Ahmadi Fahandar, E. Hüllermeier, in: R. Busa-Fekete, E. Hüllermeier,
    V. Mousseau, K. Pfannschmidt (Eds.), In Proceedings DA2PL 2016 EURO Mini Conference
    From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany,
    2016.'
date_created: 2019-12-19T16:37:06Z
date_updated: 2022-01-06T06:52:23Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: R.
  full_name: Busa-Fekete, R.
  last_name: Busa-Fekete
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  last_name: Hüllermeier
- first_name: V.
  full_name: Mousseau, V.
  last_name: Mousseau
- first_name: Karlson
  full_name: Pfannschmidt, Karlson
  last_name: Pfannschmidt
language:
- iso: eng
publication: in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria
  Decision Aid to Preference Learning, Paderborn Germany
status: public
title: 'Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based
  estimators'
type: conference
user_id: '49109'
year: '2016'
...
---
_id: '15403'
author:
- first_name: S.
  full_name: Lu, S.
  last_name: Lu
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Lu S, Hüllermeier E. Support vector classification on noisy data using fuzzy
    superset losses. In: Hüllermeier E, Hoffmann F, Mikut R, eds. <i>In Proceedings
    26th Workshop Computational Intelligence, Dortmund Germany</i>. KIT Scientific
    Publishing; 2016:1-8.'
  apa: Lu, S., &#38; Hüllermeier, E. (2016). Support vector classification on noisy
    data using fuzzy superset losses. In E. Hüllermeier, F. Hoffmann, &#38; R. Mikut
    (Eds.), <i>in Proceedings 26th Workshop Computational Intelligence, Dortmund Germany</i>
    (pp. 1–8). KIT Scientific Publishing.
  bibtex: '@inproceedings{Lu_Hüllermeier_2016, title={Support vector classification
    on noisy data using fuzzy superset losses}, booktitle={in Proceedings 26th Workshop
    Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing},
    author={Lu, S. and Hüllermeier, Eyke}, editor={Hüllermeier, Eyke and Hoffmann,
    F. and Mikut, R.Editors}, year={2016}, pages={1–8} }'
  chicago: Lu, S., and Eyke Hüllermeier. “Support Vector Classification on Noisy Data
    Using Fuzzy Superset Losses.” In <i>In Proceedings 26th Workshop Computational
    Intelligence, Dortmund Germany</i>, edited by Eyke Hüllermeier, F. Hoffmann, and
    R. Mikut, 1–8. KIT Scientific Publishing, 2016.
  ieee: S. Lu and E. Hüllermeier, “Support vector classification on noisy data using
    fuzzy superset losses,” in <i>in Proceedings 26th Workshop Computational Intelligence,
    Dortmund Germany</i>, 2016, pp. 1–8.
  mla: Lu, S., and Eyke Hüllermeier. “Support Vector Classification on Noisy Data
    Using Fuzzy Superset Losses.” <i>In Proceedings 26th Workshop Computational Intelligence,
    Dortmund Germany</i>, edited by Eyke Hüllermeier et al., KIT Scientific Publishing,
    2016, pp. 1–8.
  short: 'S. Lu, E. Hüllermeier, in: E. Hüllermeier, F. Hoffmann, R. Mikut (Eds.),
    In Proceedings 26th Workshop Computational Intelligence, Dortmund Germany, KIT
    Scientific Publishing, 2016, pp. 1–8.'
date_created: 2019-12-19T16:40:33Z
date_updated: 2022-01-06T06:52:23Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  last_name: Hüllermeier
- first_name: F.
  full_name: Hoffmann, F.
  last_name: Hoffmann
- first_name: R.
  full_name: Mikut, R.
  last_name: Mikut
language:
- iso: eng
page: 1-8
publication: in Proceedings 26th Workshop Computational Intelligence, Dortmund Germany
publisher: KIT Scientific Publishing
status: public
title: Support vector classification on noisy data using fuzzy superset losses
type: conference
user_id: '49109'
year: '2016'
...
---
_id: '15404'
author:
- first_name: D.
  full_name: Schäfer, D.
  last_name: Schäfer
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Schäfer D, Hüllermeier E. Plackett-Luce networks for dyad ranking. In: <i>In
    Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany</i>. ; 2016.'
  apa: Schäfer, D., &#38; Hüllermeier, E. (2016). Plackett-Luce networks for dyad
    ranking. In <i>in Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany</i>.
  bibtex: '@inproceedings{Schäfer_Hüllermeier_2016, title={Plackett-Luce networks
    for dyad ranking}, booktitle={in Workshop LWDA “Lernen, Wissen, Daten, Analysen”
    Potsdam, Germany}, author={Schäfer, D. and Hüllermeier, Eyke}, year={2016} }'
  chicago: Schäfer, D., and Eyke Hüllermeier. “Plackett-Luce Networks for Dyad Ranking.”
    In <i>In Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany</i>,
    2016.
  ieee: D. Schäfer and E. Hüllermeier, “Plackett-Luce networks for dyad ranking,”
    in <i>in Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany</i>,
    2016.
  mla: Schäfer, D., and Eyke Hüllermeier. “Plackett-Luce Networks for Dyad Ranking.”
    <i>In Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany</i>, 2016.
  short: 'D. Schäfer, E. Hüllermeier, in: In Workshop LWDA “Lernen, Wissen, Daten,
    Analysen” Potsdam, Germany, 2016.'
date_created: 2019-12-19T16:43:27Z
date_updated: 2022-01-06T06:52:23Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
language:
- iso: eng
publication: in Workshop LWDA "Lernen, Wissen, Daten, Analysen" Potsdam, Germany
status: public
title: Plackett-Luce networks for dyad ranking
type: conference
user_id: '49109'
year: '2016'
...
---
_id: '15435'
author:
- first_name: Gitta
  full_name: Domik, Gitta
  id: '90'
  last_name: Domik
citation:
  ama: 'Domik G. A data visualization course at the university of paderborn. In: <i>Pedagogy
    Data Visualization, IEEE VIS Workshop</i>. Baltimore; 2016.'
  apa: Domik, G. (2016). A data visualization course at the university of paderborn.
    In <i>Pedagogy Data Visualization, IEEE VIS Workshop</i>. Baltimore.
  bibtex: '@inproceedings{Domik_2016, place={Baltimore}, title={A data visualization
    course at the university of paderborn}, booktitle={Pedagogy Data Visualization,
    IEEE VIS Workshop}, author={Domik, Gitta}, year={2016} }'
  chicago: Domik, Gitta. “A Data Visualization Course at the University of Paderborn.”
    In <i>Pedagogy Data Visualization, IEEE VIS Workshop</i>. Baltimore, 2016.
  ieee: G. Domik, “A data visualization course at the university of paderborn,” in
    <i>Pedagogy Data Visualization, IEEE VIS Workshop</i>, 2016.
  mla: Domik, Gitta. “A Data Visualization Course at the University of Paderborn.”
    <i>Pedagogy Data Visualization, IEEE VIS Workshop</i>, 2016.
  short: 'G. Domik, in: Pedagogy Data Visualization, IEEE VIS Workshop, Baltimore,
    2016.'
date_created: 2020-01-07T07:54:37Z
date_updated: 2022-01-06T06:52:25Z
department:
- _id: '65'
language:
- iso: eng
place: Baltimore
publication: Pedagogy Data Visualization, IEEE VIS Workshop
status: public
title: A data visualization course at the university of paderborn
type: conference
user_id: '90'
year: '2016'
...
