---
_id: '18401'
abstract:
- lang: eng
  text: Intel's newly-announced low-cost RealSense 3D camera claims significantly
    better precision than other currently available low-cost platforms and is expected
    to become ubiquitous in laptops and mobile devices starting this year. In this
    paper, we demonstrate for the first time that the RealSense camera can be easily
    converted into a real low-cost gaze tracker. Gaze has become increasingly relevant
    as an input for human-computer interaction due to its association with attention.
    It is also critical in clinical mental health diagnosis. We present a novel 3D
    gaze and fixation tracker based on the eye surface geometry captured with the
    RealSense 3D camera. First, eye surface 3D point clouds are segmented to extract
    the pupil center and iris using registered infrared images. With non-ellipsoid
    eye surface and single fixation point assumptions, pupil centers and iris normal
    vectors are used to first estimate gaze (for each eye), and then a single fixation
    point for both eyes simultaneously using a RANSAC-based approach. With a simple
    learned bias field correction model, the fixation tracker demonstrates mean error
    of approximately 1 cm at 20-30 cm, which is sufficiently adequate for gaze and
    fixation tracking in human-computer interaction and mental health diagnosis applications.
article_number: '7351256'
article_processing_charge: No
author:
- first_name: Mark
  full_name: Draelos, Mark
  last_name: Draelos
- first_name: Qiang
  full_name: Qiu, Qiang
  last_name: Qiu
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Guillermo
  full_name: Sapiro, Guillermo
  last_name: Sapiro
citation:
  ama: 'Draelos M, Qiu Q, Bronstein AM, Sapiro G. Intel realsense = Real low cost
    gaze. In: <i>2015 IEEE International Conference on Image Processing (ICIP)</i>.
    IEEE; 2015. doi:<a href="https://doi.org/10.1109/icip.2015.7351256">10.1109/icip.2015.7351256</a>'
  apa: 'Draelos, M., Qiu, Q., Bronstein, A. M., &#38; Sapiro, G. (2015). Intel realsense
    = Real low cost gaze. In <i>2015 IEEE International Conference on Image Processing
    (ICIP)</i>. Quebec City, QC, Canada: IEEE. <a href="https://doi.org/10.1109/icip.2015.7351256">https://doi.org/10.1109/icip.2015.7351256</a>'
  chicago: Draelos, Mark, Qiang Qiu, Alex M. Bronstein, and Guillermo Sapiro. “Intel
    Realsense = Real Low Cost Gaze.” In <i>2015 IEEE International Conference on Image
    Processing (ICIP)</i>. IEEE, 2015. <a href="https://doi.org/10.1109/icip.2015.7351256">https://doi.org/10.1109/icip.2015.7351256</a>.
  ieee: M. Draelos, Q. Qiu, A. M. Bronstein, and G. Sapiro, “Intel realsense = Real
    low cost gaze,” in <i>2015 IEEE International Conference on Image Processing (ICIP)</i>,
    Quebec City, QC, Canada, 2015.
  ista: Draelos M, Qiu Q, Bronstein AM, Sapiro G. 2015. Intel realsense = Real low
    cost gaze. 2015 IEEE International Conference on Image Processing (ICIP). IEEE
    International Conference on Image Processing, 7351256.
  mla: Draelos, Mark, et al. “Intel Realsense = Real Low Cost Gaze.” <i>2015 IEEE
    International Conference on Image Processing (ICIP)</i>, 7351256, IEEE, 2015,
    doi:<a href="https://doi.org/10.1109/icip.2015.7351256">10.1109/icip.2015.7351256</a>.
  short: M. Draelos, Q. Qiu, A.M. Bronstein, G. Sapiro, in:, 2015 IEEE International
    Conference on Image Processing (ICIP), IEEE, 2015.
conference:
  end_date: 2015-09-30
  location: Quebec City, QC, Canada
  name: IEEE International Conference on Image Processing
  start_date: 2015-09-27
date_created: 2024-10-15T11:20:54Z
date_published: 2015-12-10T00:00:00Z
date_updated: 2024-12-05T08:13:05Z
day: '10'
doi: 10.1109/icip.2015.7351256
extern: '1'
fulldoi: https://doi.org/10.1109/icip.2015.7351256
language:
- iso: eng
month: '12'
oa_version: None
publication: 2015 IEEE International Conference on Image Processing (ICIP)
publication_identifier:
  eisbn:
  - '9781479983391'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Intel realsense = Real low cost gaze
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
OA_place: repository
OA_type: green
_id: '1841'
abstract:
- lang: eng
  text: We propose a new family of message passing techniques for MAP estimation in
    graphical models which we call Sequential Reweighted Message Passing (SRMP). Special
    cases include well-known techniques such as Min-Sum Diffusion (MSD) and a faster
    Sequential Tree-Reweighted Message Passing (TRW-S). Importantly, our derivation
    is simpler than the original derivation of TRW-S, and does not involve a decomposition
    into trees. This allows easy generalizations. The new family of algorithms can
    be viewed as a generalization of TRW-S from pairwise to higher-order graphical
    models. We test SRMP on several real-world problems with promising results.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Vladimir
  full_name: Kolmogorov, Vladimir
  id: 3D50B0BA-F248-11E8-B48F-1D18A9856A87
  last_name: Kolmogorov
citation:
  ama: Kolmogorov V. A new look at reweighted message passing. <i>IEEE Transactions
    on Pattern Analysis and Machine Intelligence</i>. 2015;37(5):919-930. doi:<a href="https://doi.org/10.1109/TPAMI.2014.2363465">10.1109/TPAMI.2014.2363465</a>
  apa: Kolmogorov, V. (2015). A new look at reweighted message passing. <i>IEEE Transactions
    on Pattern Analysis and Machine Intelligence</i>. IEEE. <a href="https://doi.org/10.1109/TPAMI.2014.2363465">https://doi.org/10.1109/TPAMI.2014.2363465</a>
  chicago: Kolmogorov, Vladimir. “A New Look at Reweighted Message Passing.” <i>IEEE
    Transactions on Pattern Analysis and Machine Intelligence</i>. IEEE, 2015. <a
    href="https://doi.org/10.1109/TPAMI.2014.2363465">https://doi.org/10.1109/TPAMI.2014.2363465</a>.
  ieee: V. Kolmogorov, “A new look at reweighted message passing,” <i>IEEE Transactions
    on Pattern Analysis and Machine Intelligence</i>, vol. 37, no. 5. IEEE, pp. 919–930,
    2015.
  ista: Kolmogorov V. 2015. A new look at reweighted message passing. IEEE Transactions
    on Pattern Analysis and Machine Intelligence. 37(5), 919–930.
  mla: Kolmogorov, Vladimir. “A New Look at Reweighted Message Passing.” <i>IEEE Transactions
    on Pattern Analysis and Machine Intelligence</i>, vol. 37, no. 5, IEEE, 2015,
    pp. 919–30, doi:<a href="https://doi.org/10.1109/TPAMI.2014.2363465">10.1109/TPAMI.2014.2363465</a>.
  short: V. Kolmogorov, IEEE Transactions on Pattern Analysis and Machine Intelligence
    37 (2015) 919–930.
corr_author: '1'
date_created: 2018-12-11T11:54:18Z
date_published: 2015-05-01T00:00:00Z
date_updated: 2025-09-22T14:33:14Z
day: '01'
department:
- _id: VlKo
doi: 10.1109/TPAMI.2014.2363465
ec_funded: 1
external_id:
  arxiv:
  - '1309.5655'
  isi:
  - '000352533000002'
fulldoi: https://doi.org/10.1109/TPAMI.2014.2363465
intvolume: '        37'
isi: 1
issue: '5'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1309.5655
month: '05'
oa: 1
oa_version: Preprint
page: 919 - 930
project:
- _id: 25FBA906-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '616160'
  name: 'Discrete Optimization in Computer Vision: Theory and Practice'
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_status: published
publisher: IEEE
publist_id: '5261'
quality_controlled: '1'
related_material:
  record:
  - id: '2273'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: A new look at reweighted message passing
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 37
year: '2015'
...
---
_id: '18415'
abstract:
- lang: eng
  text: Parsimony, including sparsity and low rank, has been shown to successfully
    model data in numerous machine learning and signal processing tasks. Traditionally,
    such modeling approaches rely on an iterative algorithm that minimizes an objective
    function with parsimony-promoting terms. The inherently sequential structure and
    data-dependent complexity and latency of iterative optimization constitute a major
    limitation in many applications requiring real-time performance or involving large-scale
    data. Another limitation encountered by these modeling techniques is the difficulty
    of their inclusion in discriminative learning scenarios. In this work, we propose
    to move the emphasis from the model to the pursuit algorithm, and develop a process-centric
    view of parsimonious modeling, in which a learned deterministic fixed-complexity
    pursuit process is used in lieu of iterative optimization. We show a principled
    way to construct learnable pursuit process architectures for structured sparse
    and robust low rank models, derived from the iteration of proximal descent algorithms.
    These architectures learn to approximate the exact parsimonious representation
    at a fraction of the complexity of the standard optimization methods. We also
    show that appropriate training regimes allow to naturally extend parsimonious
    models to discriminative settings. State-of-the-art results are demonstrated on
    several challenging problems in image and audio processing with several orders
    of magnitude speed-up compared to the exact optimization algorithms.
article_processing_charge: No
arxiv: 1
author:
- first_name: P.
  full_name: Sprechmann, P.
  last_name: Sprechmann
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: G.
  full_name: Sapiro, G.
  last_name: Sapiro
citation:
  ama: Sprechmann P, Bronstein AM, Sapiro G. Learning efficient sparse and low rank
    models. <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.
    2015;37(9):1821-1833. doi:<a href="https://doi.org/10.1109/tpami.2015.2392779">10.1109/tpami.2015.2392779</a>
  apa: Sprechmann, P., Bronstein, A. M., &#38; Sapiro, G. (2015). Learning efficient
    sparse and low rank models. <i>IEEE Transactions on Pattern Analysis and Machine
    Intelligence</i>. IEEE. <a href="https://doi.org/10.1109/tpami.2015.2392779">https://doi.org/10.1109/tpami.2015.2392779</a>
  chicago: Sprechmann, P., Alex M. Bronstein, and G. Sapiro. “Learning Efficient Sparse
    and Low Rank Models.” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.
    IEEE, 2015. <a href="https://doi.org/10.1109/tpami.2015.2392779">https://doi.org/10.1109/tpami.2015.2392779</a>.
  ieee: P. Sprechmann, A. M. Bronstein, and G. Sapiro, “Learning efficient sparse
    and low rank models,” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>,
    vol. 37, no. 9. IEEE, pp. 1821–1833, 2015.
  ista: Sprechmann P, Bronstein AM, Sapiro G. 2015. Learning efficient sparse and
    low rank models. IEEE Transactions on Pattern Analysis and Machine Intelligence.
    37(9), 1821–1833.
  mla: Sprechmann, P., et al. “Learning Efficient Sparse and Low Rank Models.” <i>IEEE
    Transactions on Pattern Analysis and Machine Intelligence</i>, vol. 37, no. 9,
    IEEE, 2015, pp. 1821–33, doi:<a href="https://doi.org/10.1109/tpami.2015.2392779">10.1109/tpami.2015.2392779</a>.
  short: P. Sprechmann, A.M. Bronstein, G. Sapiro, IEEE Transactions on Pattern Analysis
    and Machine Intelligence 37 (2015) 1821–1833.
date_created: 2024-10-15T11:20:55Z
date_published: 2015-09-01T00:00:00Z
date_updated: 2024-12-18T11:40:35Z
day: '01'
doi: 10.1109/tpami.2015.2392779
extern: '1'
external_id:
  arxiv:
  - '1212.3631'
  pmid:
  - '26353129'
fulldoi: https://doi.org/10.1109/tpami.2015.2392779
intvolume: '        37'
issue: '9'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1212.3631
month: '09'
oa: 1
oa_version: Preprint
page: 1821-1833
pmid: 1
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_identifier:
  eissn:
  - 1939-3539
  issn:
  - 0162-8828
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Learning efficient sparse and low rank models
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 37
year: '2015'
...
---
_id: '18416'
abstract:
- lang: eng
  text: We construct an extension of spectral and diffusion geometry to multiple modalities
    through simultaneous diagonalization of Laplacian matrices. This naturally extends
    classical data analysis tools based on spectral geometry, such as diffusion maps
    and spectral clustering. We provide several synthetic and real examples of manifold
    learning, object classification, and clustering, showing that the joint spectral
    geometry better captures the inherent structure of multi-modal data. We also show
    the relation of many previous approaches for multimodal manifold analysis to our
    framework.
article_processing_charge: No
author:
- first_name: Davide
  full_name: Eynard, Davide
  last_name: Eynard
- first_name: Artiom
  full_name: Kovnatsky, Artiom
  last_name: Kovnatsky
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Klaus
  full_name: Glashoff, Klaus
  last_name: Glashoff
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
citation:
  ama: Eynard D, Kovnatsky A, Bronstein MM, Glashoff K, Bronstein AM. Multimodal manifold
    snalysis by simultaneous diagonalization of Laplacians. <i>IEEE Transactions on
    Pattern Analysis and Machine Intelligence</i>. 2015;37(12):2505-2517. doi:<a href="https://doi.org/10.1109/tpami.2015.2408348">10.1109/tpami.2015.2408348</a>
  apa: Eynard, D., Kovnatsky, A., Bronstein, M. M., Glashoff, K., &#38; Bronstein,
    A. M. (2015). Multimodal manifold snalysis by simultaneous diagonalization of
    Laplacians. <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.
    IEEE. <a href="https://doi.org/10.1109/tpami.2015.2408348">https://doi.org/10.1109/tpami.2015.2408348</a>
  chicago: Eynard, Davide, Artiom Kovnatsky, Michael M. Bronstein, Klaus Glashoff,
    and Alex M. Bronstein. “Multimodal Manifold Snalysis by Simultaneous Diagonalization
    of Laplacians.” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.
    IEEE, 2015. <a href="https://doi.org/10.1109/tpami.2015.2408348">https://doi.org/10.1109/tpami.2015.2408348</a>.
  ieee: D. Eynard, A. Kovnatsky, M. M. Bronstein, K. Glashoff, and A. M. Bronstein,
    “Multimodal manifold snalysis by simultaneous diagonalization of Laplacians,”
    <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>, vol. 37,
    no. 12. IEEE, pp. 2505–2517, 2015.
  ista: Eynard D, Kovnatsky A, Bronstein MM, Glashoff K, Bronstein AM. 2015. Multimodal
    manifold snalysis by simultaneous diagonalization of Laplacians. IEEE Transactions
    on Pattern Analysis and Machine Intelligence. 37(12), 2505–2517.
  mla: Eynard, Davide, et al. “Multimodal Manifold Snalysis by Simultaneous Diagonalization
    of Laplacians.” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>,
    vol. 37, no. 12, IEEE, 2015, pp. 2505–17, doi:<a href="https://doi.org/10.1109/tpami.2015.2408348">10.1109/tpami.2015.2408348</a>.
  short: D. Eynard, A. Kovnatsky, M.M. Bronstein, K. Glashoff, A.M. Bronstein, IEEE
    Transactions on Pattern Analysis and Machine Intelligence 37 (2015) 2505–2517.
date_created: 2024-10-15T11:20:55Z
date_published: 2015-12-01T00:00:00Z
date_updated: 2024-12-12T14:08:46Z
day: '01'
doi: 10.1109/tpami.2015.2408348
extern: '1'
external_id:
  pmid:
  - '26539854'
fulldoi: https://doi.org/10.1109/tpami.2015.2408348
intvolume: '        37'
issue: '12'
language:
- iso: eng
month: '12'
oa_version: None
page: 2505-2517
pmid: 1
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_identifier:
  eissn:
  - 1939-3539
  issn:
  - 0162-8828
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Multimodal manifold snalysis by simultaneous diagonalization of Laplacians
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 37
year: '2015'
...
---
_id: '18424'
abstract:
- lang: eng
  text: We present a fast algorithm for global rigid symmetry detection with approximation
    guarantees. The algorithm is guaranteed to find the best approximate symmetry
    of a given shape, to within a user-specified threshold, with very high probability.
    Our method uses a carefully designed sampling of the transformation space, where
    each transformation is efficiently evaluated using a sublinear algorithm. We prove
    that the density of the sampling depends on the total variation of the shape,
    allowing us to derive formal bounds on the algorithm's complexity and approximation
    quality. We further investigate different volumetric shape representations (in
    the form of truncated distance transforms), and in such a way control the total
    variation of the shape and hence the sampling density and the runtime of the algorithm.
    A comprehensive set of experiments assesses the proposed method, including an
    evaluation on the eight categories of the COSEG data set. This is the first large-scale
    evaluation of any symmetry detection technique that we are aware of.
article_processing_charge: No
arxiv: 1
author:
- first_name: Simon
  full_name: Korman, Simon
  last_name: Korman
- first_name: Roee
  full_name: Litman, Roee
  last_name: Litman
- first_name: Shai
  full_name: Avidan, Shai
  last_name: Avidan
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
citation:
  ama: 'Korman S, Litman R, Avidan S, Bronstein AM. Probably approximately symmetric:
    Fast rigid symmetry detection with global guarantees. <i>Computer Graphics Forum</i>.
    2015;34(1):2-13. doi:<a href="https://doi.org/10.1111/cgf.12454">10.1111/cgf.12454</a>'
  apa: 'Korman, S., Litman, R., Avidan, S., &#38; Bronstein, A. M. (2015). Probably
    approximately symmetric: Fast rigid symmetry detection with global guarantees.
    <i>Computer Graphics Forum</i>. Wiley. <a href="https://doi.org/10.1111/cgf.12454">https://doi.org/10.1111/cgf.12454</a>'
  chicago: 'Korman, Simon, Roee Litman, Shai Avidan, and Alex M. Bronstein. “Probably
    Approximately Symmetric: Fast Rigid Symmetry Detection with Global Guarantees.”
    <i>Computer Graphics Forum</i>. Wiley, 2015. <a href="https://doi.org/10.1111/cgf.12454">https://doi.org/10.1111/cgf.12454</a>.'
  ieee: 'S. Korman, R. Litman, S. Avidan, and A. M. Bronstein, “Probably approximately
    symmetric: Fast rigid symmetry detection with global guarantees,” <i>Computer
    Graphics Forum</i>, vol. 34, no. 1. Wiley, pp. 2–13, 2015.'
  ista: 'Korman S, Litman R, Avidan S, Bronstein AM. 2015. Probably approximately
    symmetric: Fast rigid symmetry detection with global guarantees. Computer Graphics
    Forum. 34(1), 2–13.'
  mla: 'Korman, Simon, et al. “Probably Approximately Symmetric: Fast Rigid Symmetry
    Detection with Global Guarantees.” <i>Computer Graphics Forum</i>, vol. 34, no.
    1, Wiley, 2015, pp. 2–13, doi:<a href="https://doi.org/10.1111/cgf.12454">10.1111/cgf.12454</a>.'
  short: S. Korman, R. Litman, S. Avidan, A.M. Bronstein, Computer Graphics Forum
    34 (2015) 2–13.
date_created: 2024-10-15T11:20:55Z
date_published: 2015-02-01T00:00:00Z
date_updated: 2024-12-19T10:12:48Z
day: '01'
doi: 10.1111/cgf.12454
extern: '1'
external_id:
  arxiv:
  - '1403.6637'
fulldoi: https://doi.org/10.1111/cgf.12454
intvolume: '        34'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1403.6637
month: '02'
oa: 1
oa_version: Preprint
page: 2-13
publication: Computer Graphics Forum
publication_identifier:
  eissn:
  - 1467-8659
  issn:
  - 0167-7055
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Probably approximately symmetric: Fast rigid symmetry detection with global
  guarantees'
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 34
year: '2015'
...
---
_id: '18425'
abstract:
- lang: eng
  text: The recent introduction of 3D shape analysis frameworks able to quantify the
    deformation of a shape into another in terms of the variation of real functions
    yields a new interpretation of the 3D shape similarity assessment and opens new
    perspectives. Indeed, while the classical approaches to similarity mainly quantify
    it as a numerical score, map-based methods also define (dense) shape correspondences.
    After presenting in detail the theoretical foundations underlying these approaches,
    we classify them by looking at their most salient features, including the kind
    of structure and invariance properties they capture, as well as the distances
    and the output modalities according to which the similarity between shapes is
    assessed and returned. We also review the usage of these methods in a number of
    3D shape application domains, ranging from matching and retrieval to annotation
    and segmentation. Finally, the most promising directions for future research developments
    are discussed.
article_processing_charge: No
author:
- first_name: S.
  full_name: Biasotti, S.
  last_name: Biasotti
- first_name: A.
  full_name: Cerri, A.
  last_name: Cerri
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: M.
  full_name: Bronstein, M.
  last_name: Bronstein
citation:
  ama: Biasotti S, Cerri A, Bronstein AM, Bronstein M. Recent trends, applications,
    and perspectives in 3D shape similarity assessment. <i>Computer Graphics Forum</i>.
    2015;35(6):87-119. doi:<a href="https://doi.org/10.1111/cgf.12734">10.1111/cgf.12734</a>
  apa: Biasotti, S., Cerri, A., Bronstein, A. M., &#38; Bronstein, M. (2015). Recent
    trends, applications, and perspectives in 3D shape similarity assessment. <i>Computer
    Graphics Forum</i>. Wiley. <a href="https://doi.org/10.1111/cgf.12734">https://doi.org/10.1111/cgf.12734</a>
  chicago: Biasotti, S., A. Cerri, Alex M. Bronstein, and M. Bronstein. “Recent Trends,
    Applications, and Perspectives in 3D Shape Similarity Assessment.” <i>Computer
    Graphics Forum</i>. Wiley, 2015. <a href="https://doi.org/10.1111/cgf.12734">https://doi.org/10.1111/cgf.12734</a>.
  ieee: S. Biasotti, A. Cerri, A. M. Bronstein, and M. Bronstein, “Recent trends,
    applications, and perspectives in 3D shape similarity assessment,” <i>Computer
    Graphics Forum</i>, vol. 35, no. 6. Wiley, pp. 87–119, 2015.
  ista: Biasotti S, Cerri A, Bronstein AM, Bronstein M. 2015. Recent trends, applications,
    and perspectives in 3D shape similarity assessment. Computer Graphics Forum. 35(6),
    87–119.
  mla: Biasotti, S., et al. “Recent Trends, Applications, and Perspectives in 3D Shape
    Similarity Assessment.” <i>Computer Graphics Forum</i>, vol. 35, no. 6, Wiley,
    2015, pp. 87–119, doi:<a href="https://doi.org/10.1111/cgf.12734">10.1111/cgf.12734</a>.
  short: S. Biasotti, A. Cerri, A.M. Bronstein, M. Bronstein, Computer Graphics Forum
    35 (2015) 87–119.
date_created: 2024-10-15T11:20:55Z
date_published: 2015-09-01T00:00:00Z
date_updated: 2024-12-19T13:44:16Z
day: '01'
doi: 10.1111/cgf.12734
extern: '1'
fulldoi: https://doi.org/10.1111/cgf.12734
intvolume: '        35'
issue: '6'
language:
- iso: eng
month: '09'
oa_version: None
page: 87-119
publication: Computer Graphics Forum
publication_identifier:
  eissn:
  - 1467-8659
  issn:
  - 0167-7055
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: Recent trends, applications, and perspectives in 3D shape similarity assessment
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 35
year: '2015'
...
---
_id: '18436'
article_processing_charge: No
author:
- first_name: Harel
  full_name: Haim, Harel
  last_name: Haim
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Emanuel
  full_name: Marom, Emanuel
  last_name: Marom
citation:
  ama: Haim H, Bronstein AM, Marom E. Computational multi-focus imaging combining
    sparse model with color dependent phase mask. <i>Optics Express</i>. 2015;23(19):24547-24556.
    doi:<a href="https://doi.org/10.1364/oe.23.024547">10.1364/oe.23.024547</a>
  apa: Haim, H., Bronstein, A. M., &#38; Marom, E. (2015). Computational multi-focus
    imaging combining sparse model with color dependent phase mask. <i>Optics Express</i>.
    Optica Publishing Group. <a href="https://doi.org/10.1364/oe.23.024547">https://doi.org/10.1364/oe.23.024547</a>
  chicago: Haim, Harel, Alex M. Bronstein, and Emanuel Marom. “Computational Multi-Focus
    Imaging Combining Sparse Model with Color Dependent Phase Mask.” <i>Optics Express</i>.
    Optica Publishing Group, 2015. <a href="https://doi.org/10.1364/oe.23.024547">https://doi.org/10.1364/oe.23.024547</a>.
  ieee: H. Haim, A. M. Bronstein, and E. Marom, “Computational multi-focus imaging
    combining sparse model with color dependent phase mask,” <i>Optics Express</i>,
    vol. 23, no. 19. Optica Publishing Group, pp. 24547–24556, 2015.
  ista: Haim H, Bronstein AM, Marom E. 2015. Computational multi-focus imaging combining
    sparse model with color dependent phase mask. Optics Express. 23(19), 24547–24556.
  mla: Haim, Harel, et al. “Computational Multi-Focus Imaging Combining Sparse Model
    with Color Dependent Phase Mask.” <i>Optics Express</i>, vol. 23, no. 19, Optica
    Publishing Group, 2015, pp. 24547–56, doi:<a href="https://doi.org/10.1364/oe.23.024547">10.1364/oe.23.024547</a>.
  short: H. Haim, A.M. Bronstein, E. Marom, Optics Express 23 (2015) 24547–24556.
date_created: 2024-10-15T11:20:55Z
date_published: 2015-09-10T00:00:00Z
date_updated: 2024-12-19T10:48:50Z
day: '10'
doi: 10.1364/oe.23.024547
extern: '1'
fulldoi: https://doi.org/10.1364/oe.23.024547
intvolume: '        23'
issue: '19'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1364/OE.23.024547
month: '09'
oa: 1
oa_version: Published Version
page: 24547 - 24556
publication: Optics Express
publication_identifier:
  eissn:
  - 1094-4087
publication_status: published
publisher: Optica Publishing Group
quality_controlled: '1'
scopus_import: '1'
status: public
title: Computational multi-focus imaging combining sparse model with color dependent
  phase mask
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 23
year: '2015'
...
---
_id: '18439'
abstract:
- lang: eng
  text: Intel’s newly-announced low-cost and high precision RealSense 3D (RGBD) camera
    is becoming ubiquitous in laptops and mobile devices starting this year, opening
    the door for new applications in the mobile health arena. In this paper, we demonstrate
    how the Intel RealSense 3D camera can be used for low-cost gaze tracking and passive
    pulse rate estimation. We develop a novel 3D gaze and ﬁxation tracker based on
    the eye surface geometry as well as an illumination invariant pulse rate estimation
    method using near-infrared images captured with RealSense. We achieve a mean error
    of 1cm at 20 − 30cm for the gaze tracker and 2.26bpm (beats per minute) for pulse
    estimation, which is adequate in many medical applications, demonstrating the
    great potential of novel consumer-grade RGBD technology in mobile health.
article_processing_charge: No
author:
- first_name: Qiang
  full_name: Qiu, Qiang
  last_name: Qiu
- first_name: Zhuoqing
  full_name: Chang, Zhuoqing
  last_name: Chang
- first_name: Mark
  full_name: Draelos, Mark
  last_name: Draelos
- first_name: Jie
  full_name: Chen, Jie
  last_name: Chen
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Guillermo
  full_name: Sapiro, Guillermo
  last_name: Sapiro
citation:
  ama: 'Qiu Q, Chang Z, Draelos M, Chen J, Bronstein AM, Sapiro G. Low-cost gaze and
    pulse analysis using realsense. In: <i>Proceedings of the 5th EAI International
    Conference on Wireless Mobile Communication and Healthcare</i>. ICST; 2015. doi:<a
    href="https://doi.org/10.4108/eai.14-10-2015.2261657">10.4108/eai.14-10-2015.2261657</a>'
  apa: 'Qiu, Q., Chang, Z., Draelos, M., Chen, J., Bronstein, A. M., &#38; Sapiro,
    G. (2015). Low-cost gaze and pulse analysis using realsense. In <i>Proceedings
    of the 5th EAI International Conference on Wireless Mobile Communication and Healthcare</i>.
    London, United Kingdom: ICST. <a href="https://doi.org/10.4108/eai.14-10-2015.2261657">https://doi.org/10.4108/eai.14-10-2015.2261657</a>'
  chicago: Qiu, Qiang, Zhuoqing Chang, Mark Draelos, Jie Chen, Alex M. Bronstein,
    and Guillermo Sapiro. “Low-Cost Gaze and Pulse Analysis Using Realsense.” In <i>Proceedings
    of the 5th EAI International Conference on Wireless Mobile Communication and Healthcare</i>.
    ICST, 2015. <a href="https://doi.org/10.4108/eai.14-10-2015.2261657">https://doi.org/10.4108/eai.14-10-2015.2261657</a>.
  ieee: Q. Qiu, Z. Chang, M. Draelos, J. Chen, A. M. Bronstein, and G. Sapiro, “Low-cost
    gaze and pulse analysis using realsense,” in <i>Proceedings of the 5th EAI International
    Conference on Wireless Mobile Communication and Healthcare</i>, London, United
    Kingdom, 2015.
  ista: Qiu Q, Chang Z, Draelos M, Chen J, Bronstein AM, Sapiro G. 2015. Low-cost
    gaze and pulse analysis using realsense. Proceedings of the 5th EAI International
    Conference on Wireless Mobile Communication and Healthcare. 5th EAI International
    Conference on Wireless Mobile Communication and Healthcare - Transforming Healthcare
    through Innovations in Mobile and Wireless Technologies.
  mla: Qiu, Qiang, et al. “Low-Cost Gaze and Pulse Analysis Using Realsense.” <i>Proceedings
    of the 5th EAI International Conference on Wireless Mobile Communication and Healthcare</i>,
    ICST, 2015, doi:<a href="https://doi.org/10.4108/eai.14-10-2015.2261657">10.4108/eai.14-10-2015.2261657</a>.
  short: Q. Qiu, Z. Chang, M. Draelos, J. Chen, A.M. Bronstein, G. Sapiro, in:, Proceedings
    of the 5th EAI International Conference on Wireless Mobile Communication and Healthcare,
    ICST, 2015.
conference:
  end_date: 2015-10-16
  location: London, United Kingdom
  name: 5th EAI International Conference on Wireless Mobile Communication and Healthcare
    - Transforming Healthcare through Innovations in Mobile and Wireless Technologies
  start_date: 2015-10-14
date_created: 2024-10-15T11:20:55Z
date_published: 2015-12-22T00:00:00Z
date_updated: 2024-12-19T13:36:57Z
day: '22'
doi: 10.4108/eai.14-10-2015.2261657
extern: '1'
fulldoi: https://doi.org/10.4108/eai.14-10-2015.2261657
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.4108/eai.14-10-2015.2261657
month: '12'
oa: 1
oa_version: Published Version
publication: Proceedings of the 5th EAI International Conference on Wireless Mobile
  Communication and Healthcare
publication_identifier:
  isbn:
  - '9781631900884'
publication_status: published
publisher: ICST
quality_controlled: '1'
scopus_import: '1'
status: public
title: Low-cost gaze and pulse analysis using realsense
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '1508'
abstract:
- lang: eng
  text: We consider generalized Wigner ensembles and general β-ensembles with analytic
    potentials for any β ≥ 1. The recent universality results in particular assert
    that the local averages of consecutive eigenvalue gaps in the bulk of the spectrum
    are universal in the sense that they coincide with those of the corresponding
    Gaussian β-ensembles. In this article, we show that local averaging is not necessary
    for this result, i.e. we prove that the single gap distributions in the bulk are
    universal. In fact, with an additional step, our result can be extended to any
    C4(ℝ) potential.
article_processing_charge: No
arxiv: 1
author:
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Horng
  full_name: Yau, Horng
  last_name: Yau
citation:
  ama: Erdös L, Yau H. Gap universality of generalized Wigner and β ensembles. <i>Journal
    of the European Mathematical Society</i>. 2015;17(8):1927-2036. doi:<a href="https://doi.org/10.4171/JEMS/548">10.4171/JEMS/548</a>
  apa: Erdös, L., &#38; Yau, H. (2015). Gap universality of generalized Wigner and
    β ensembles. <i>Journal of the European Mathematical Society</i>. EMS Press. <a
    href="https://doi.org/10.4171/JEMS/548">https://doi.org/10.4171/JEMS/548</a>
  chicago: Erdös, László, and Horng Yau. “Gap Universality of Generalized Wigner and
    β Ensembles.” <i>Journal of the European Mathematical Society</i>. EMS Press,
    2015. <a href="https://doi.org/10.4171/JEMS/548">https://doi.org/10.4171/JEMS/548</a>.
  ieee: L. Erdös and H. Yau, “Gap universality of generalized Wigner and β ensembles,”
    <i>Journal of the European Mathematical Society</i>, vol. 17, no. 8. EMS Press,
    pp. 1927–2036, 2015.
  ista: Erdös L, Yau H. 2015. Gap universality of generalized Wigner and β ensembles.
    Journal of the European Mathematical Society. 17(8), 1927–2036.
  mla: Erdös, László, and Horng Yau. “Gap Universality of Generalized Wigner and β
    Ensembles.” <i>Journal of the European Mathematical Society</i>, vol. 17, no.
    8, EMS Press, 2015, pp. 1927–2036, doi:<a href="https://doi.org/10.4171/JEMS/548">10.4171/JEMS/548</a>.
  short: L. Erdös, H. Yau, Journal of the European Mathematical Society 17 (2015)
    1927–2036.
das_tickbox: '1'
date_created: 2018-12-11T11:52:26Z
date_published: 2015-08-01T00:00:00Z
date_updated: 2026-07-06T11:55:30Z
day: '01'
department:
- _id: LaEr
doi: 10.4171/JEMS/548
external_id:
  arxiv:
  - '1211.3786'
  isi:
  - '000360822900003'
fulldoi: https://doi.org/10.4171/JEMS/548
intvolume: '        17'
isi: 1
issue: '8'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1211.3786
month: '08'
oa: 1
oa_version: Preprint
page: 1927 - 2036
publication: Journal of the European Mathematical Society
publication_status: published
publisher: EMS Press
publist_id: '5669'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Gap universality of generalized Wigner and β ensembles
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 17
year: '2015'
...
---
_id: '1832'
abstract:
- lang: eng
  text: 'Linearizability of concurrent data structures is usually proved by monolithic
    simulation arguments relying on the identification of the so-called linearization
    points. Regrettably, such proofs, whether manual or automatic, are often complicated
    and scale poorly to advanced non-blocking concurrency patterns, such as helping
    and optimistic updates. In response, we propose a more modular way of checking
    linearizability of concurrent queue algorithms that does not involve identifying
    linearization points. We reduce the task of proving linearizability with respect
    to the queue specification to establishing four basic properties, each of which
    can be proved independently by simpler arguments. As a demonstration of our approach,
    we verify the Herlihy and Wing queue, an algorithm that is challenging to verify
    by a simulation proof. '
article_number: '20'
article_processing_charge: No
article_type: original
author:
- first_name: Soham
  full_name: Chakraborty, Soham
  last_name: Chakraborty
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Ali
  full_name: Sezgin, Ali
  last_name: Sezgin
- first_name: Viktor
  full_name: Vafeiadis, Viktor
  last_name: Vafeiadis
citation:
  ama: Chakraborty S, Henzinger TA, Sezgin A, Vafeiadis V. Aspect-oriented linearizability
    proofs. <i>Logical Methods in Computer Science</i>. 2015;11(1). doi:<a href="https://doi.org/10.2168/LMCS-11(1:20)2015">10.2168/LMCS-11(1:20)2015</a>
  apa: Chakraborty, S., Henzinger, T. A., Sezgin, A., &#38; Vafeiadis, V. (2015).
    Aspect-oriented linearizability proofs. <i>Logical Methods in Computer Science</i>.
    International Federation for Computational Logic. <a href="https://doi.org/10.2168/LMCS-11(1:20)2015">https://doi.org/10.2168/LMCS-11(1:20)2015</a>
  chicago: Chakraborty, Soham, Thomas A Henzinger, Ali Sezgin, and Viktor Vafeiadis.
    “Aspect-Oriented Linearizability Proofs.” <i>Logical Methods in Computer Science</i>.
    International Federation for Computational Logic, 2015. <a href="https://doi.org/10.2168/LMCS-11(1:20)2015">https://doi.org/10.2168/LMCS-11(1:20)2015</a>.
  ieee: S. Chakraborty, T. A. Henzinger, A. Sezgin, and V. Vafeiadis, “Aspect-oriented
    linearizability proofs,” <i>Logical Methods in Computer Science</i>, vol. 11,
    no. 1. International Federation for Computational Logic, 2015.
  ista: Chakraborty S, Henzinger TA, Sezgin A, Vafeiadis V. 2015. Aspect-oriented
    linearizability proofs. Logical Methods in Computer Science. 11(1), 20.
  mla: Chakraborty, Soham, et al. “Aspect-Oriented Linearizability Proofs.” <i>Logical
    Methods in Computer Science</i>, vol. 11, no. 1, 20, International Federation
    for Computational Logic, 2015, doi:<a href="https://doi.org/10.2168/LMCS-11(1:20)2015">10.2168/LMCS-11(1:20)2015</a>.
  short: S. Chakraborty, T.A. Henzinger, A. Sezgin, V. Vafeiadis, Logical Methods
    in Computer Science 11 (2015).
corr_author: '1'
das_tickbox: '1'
date_created: 2018-12-11T11:54:15Z
date_published: 2015-04-01T00:00:00Z
date_updated: 2026-07-06T13:24:05Z
day: '01'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.2168/LMCS-11(1:20)2015
ec_funded: 1
external_id:
  isi:
  - '000353193000019'
file:
- access_level: open_access
  checksum: 7370e164d0a731f442424a92669efc34
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:11:27Z
  date_updated: 2020-07-14T12:45:17Z
  file_id: '4881'
  file_name: IST-2015-390-v1+1_1502.07639.pdf
  file_size: 380203
  relation: main_file
file_date_updated: 2020-07-14T12:45:17Z
fulldoi: https://doi.org/10.2168/LMCS-11(1:20)2015
has_accepted_license: '1'
intvolume: '        11'
isi: 1
issue: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
publication: Logical Methods in Computer Science
publication_status: published
publisher: International Federation for Computational Logic
publist_id: '5271'
pubrep_id: '390'
quality_controlled: '1'
related_material:
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  - id: '2328'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Aspect-oriented linearizability proofs
tmp:
  image: /image/cc_by_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nd/4.0/legalcode
  name: Creative Commons Attribution-NoDerivatives 4.0 International (CC BY-ND 4.0)
  short: CC BY-ND (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 11
year: '2015'
...
---
OA_place: repository
OA_type: green
_id: '1610'
abstract:
- lang: eng
  text: The edit distance between two words w1, w2 is the minimal number of word operations
    (letter insertions, deletions, and substitutions) necessary to transform w1 to
    w2. The edit distance generalizes to languages L1,L2, where the edit distance
    is the minimal number k such that for every word from L1 there exists a word in
    L2 with edit distance at most k. We study the edit distance computation problem
    between pushdown automata and their subclasses. The problem of computing edit
    distance to pushdown automata is undecidable, and in practice, the interesting
    question is to compute the edit distance from a pushdown automaton (the implementation,
    a standard model for programs with recursion) to a regular language (the specification).
    In this work, we present a complete picture of decidability and complexity for
    deciding whether, for a given threshold k, the edit distance from a pushdown automaton
    to a finite automaton is at most k.
acknowledgement: "This research was funded in part by the European Research Council
  (ERC) under\r\ngrant agreement 267989 (QUAREM), by the Austrian Science Fund (FWF)
  projects\r\nS11402-N23 (RiSE) and Z211-N23 (Wittgenstein Award), FWF Grant No P23499-\r\nN23,
  FWF NFN Grant No S11407-N23 (RiSE), ERC Start grant (279307: Graph\r\nGames), and
  MSR faculty fellows award."
alternative_title:
- LNCS
article_processing_charge: No
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
- first_name: Jan
  full_name: Otop, Jan
  id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87
  last_name: Otop
citation:
  ama: 'Chatterjee K, Henzinger TA, Ibsen-Jensen R, Otop J. Edit distance for pushdown
    automata. In: <i>42nd International Colloquium on Automata, Languages, and Programming</i>.
    Vol 9135. Springer Nature; 2015:121-133. doi:<a href="https://doi.org/10.1007/978-3-662-47666-6_10">10.1007/978-3-662-47666-6_10</a>'
  apa: 'Chatterjee, K., Henzinger, T. A., Ibsen-Jensen, R., &#38; Otop, J. (2015).
    Edit distance for pushdown automata. In <i>42nd International Colloquium on Automata,
    Languages, and Programming</i> (Vol. 9135, pp. 121–133). Kyoto, Japan: Springer
    Nature. <a href="https://doi.org/10.1007/978-3-662-47666-6_10">https://doi.org/10.1007/978-3-662-47666-6_10</a>'
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, Rasmus Ibsen-Jensen, and Jan
    Otop. “Edit Distance for Pushdown Automata.” In <i>42nd International Colloquium
    on Automata, Languages, and Programming</i>, 9135:121–33. Springer Nature, 2015.
    <a href="https://doi.org/10.1007/978-3-662-47666-6_10">https://doi.org/10.1007/978-3-662-47666-6_10</a>.
  ieee: K. Chatterjee, T. A. Henzinger, R. Ibsen-Jensen, and J. Otop, “Edit distance
    for pushdown automata,” in <i>42nd International Colloquium on Automata, Languages,
    and Programming</i>, Kyoto, Japan, 2015, vol. 9135, no. Part II, pp. 121–133.
  ista: 'Chatterjee K, Henzinger TA, Ibsen-Jensen R, Otop J. 2015. Edit distance for
    pushdown automata. 42nd International Colloquium on Automata, Languages, and Programming.
    ICALP: Automata, Languages and Programming, LNCS, vol. 9135, 121–133.'
  mla: Chatterjee, Krishnendu, et al. “Edit Distance for Pushdown Automata.” <i>42nd
    International Colloquium on Automata, Languages, and Programming</i>, vol. 9135,
    no. Part II, Springer Nature, 2015, pp. 121–33, doi:<a href="https://doi.org/10.1007/978-3-662-47666-6_10">10.1007/978-3-662-47666-6_10</a>.
  short: K. Chatterjee, T.A. Henzinger, R. Ibsen-Jensen, J. Otop, in:, 42nd International
    Colloquium on Automata, Languages, and Programming, Springer Nature, 2015, pp.
    121–133.
conference:
  end_date: 2015-07-10
  location: Kyoto, Japan
  name: 'ICALP: Automata, Languages and Programming'
  start_date: 2015-07-06
date_created: 2018-12-11T11:53:01Z
date_published: 2015-07-01T00:00:00Z
date_updated: 2026-07-06T13:27:53Z
day: '01'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1007/978-3-662-47666-6_10
ec_funded: 1
external_id:
  arxiv:
  - '1504.08259'
  isi:
  - '000364317900010'
fulldoi: https://doi.org/10.1007/978-3-662-47666-6_10
intvolume: '      9135'
isi: 1
issue: Part II
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1504.08259
month: '07'
oa: 1
oa_version: Preprint
page: 121 - 133
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: Formal methods for the design and analysis of complex systems
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  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication: 42nd International Colloquium on Automata, Languages, and Programming
publication_identifier:
  isbn:
  - 978-3-662-47665-9
publication_status: published
publisher: Springer Nature
publist_id: '5556'
pubrep_id: '321'
quality_controlled: '1'
related_material:
  record:
  - id: '5438'
    relation: earlier_version
    status: public
  - id: '465'
    relation: later_version
    status: public
scopus_import: '1'
status: public
title: Edit distance for pushdown automata
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 9135
year: '2015'
...
---
OA_place: repository
OA_type: green
_id: '1657'
abstract:
- lang: eng
  text: 'We consider Markov decision processes (MDPs) with multiple limit-average
    (or mean-payoff) objectives. There exist two different views: (i) ~the expectation
    semantics, where the goal is to optimize the expected mean-payoff objective, and
    (ii) ~the satisfaction semantics, where the goal is to maximize the probability
    of runs such that the mean-payoff value stays above a given vector. We consider
    optimization with respect to both objectives at once, thus unifying the existing
    semantics. Precisely, the goal is to optimize the expectation while ensuring the
    satisfaction constraint. Our problem captures the notion of optimization with
    respect to strategies that are risk-averse (i.e., Ensure certain probabilistic
    guarantee). Our main results are as follows: First, we present algorithms for
    the decision problems, which are always polynomial in the size of the MDP. We
    also show that an approximation of the Pareto curve can be computed in time polynomial
    in the size of the MDP, and the approximation factor, but exponential in the number
    of dimensions. Second, we present a complete characterization of the strategy
    complexity (in terms of memory bounds and randomization) required to solve our
    problem. '
acknowledgement: "A Technical Report of this paper is available at DOI: 10.15479/AT:IST-2015-318-v1-1\r\n"
alternative_title:
- LICS
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Zuzana
  full_name: Komárková, Zuzana
  last_name: Komárková
- first_name: Jan
  full_name: Kretinsky, Jan
  id: 44CEF464-F248-11E8-B48F-1D18A9856A87
  last_name: Kretinsky
  orcid: 0000-0002-8122-2881
citation:
  ama: Chatterjee K, Komárková Z, Kretinsky J. Unifying two views on multiple mean-payoff
    objectives in Markov decision processes. 2015:244-256. doi:<a href="https://doi.org/10.1109/LICS.2015.32">10.1109/LICS.2015.32</a>
  apa: 'Chatterjee, K., Komárková, Z., &#38; Kretinsky, J. (2015). Unifying two views
    on multiple mean-payoff objectives in Markov decision processes. Presented at
    the LICS: Logic in Computer Science, Kyoto, Japan: IEEE. <a href="https://doi.org/10.1109/LICS.2015.32">https://doi.org/10.1109/LICS.2015.32</a>'
  chicago: Chatterjee, Krishnendu, Zuzana Komárková, and Jan Kretinsky. “Unifying
    Two Views on Multiple Mean-Payoff Objectives in Markov Decision Processes.” LICS.
    IEEE, 2015. <a href="https://doi.org/10.1109/LICS.2015.32">https://doi.org/10.1109/LICS.2015.32</a>.
  ieee: K. Chatterjee, Z. Komárková, and J. Kretinsky, “Unifying two views on multiple
    mean-payoff objectives in Markov decision processes.” IEEE, pp. 244–256, 2015.
  ista: Chatterjee K, Komárková Z, Kretinsky J. 2015. Unifying two views on multiple
    mean-payoff objectives in Markov decision processes. , 244–256.
  mla: Chatterjee, Krishnendu, et al. <i>Unifying Two Views on Multiple Mean-Payoff
    Objectives in Markov Decision Processes</i>. IEEE, 2015, pp. 244–56, doi:<a href="https://doi.org/10.1109/LICS.2015.32">10.1109/LICS.2015.32</a>.
  short: K. Chatterjee, Z. Komárková, J. Kretinsky, (2015) 244–256.
conference:
  end_date: 2015-07-10
  location: Kyoto, Japan
  name: 'LICS: Logic in Computer Science'
  start_date: 2015-07-06
date_created: 2018-12-11T11:53:18Z
date_published: 2015-07-01T00:00:00Z
date_updated: 2026-07-06T13:26:26Z
day: '01'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1109/LICS.2015.32
ec_funded: 1
external_id:
  isi:
  - '000380427100024'
fulldoi: https://doi.org/10.1109/LICS.2015.32
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.15479/AT:IST-2015-318-v1-1
month: '07'
oa: 1
oa_version: Preprint
page: 244 - 256
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: Formal methods for the design and analysis of complex systems
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication_status: published
publisher: IEEE
publist_id: '5493'
quality_controlled: '1'
related_material:
  record:
  - id: '5429'
    relation: earlier_version
    status: public
  - id: '5435'
    relation: earlier_version
    status: public
  - id: '466'
    relation: later_version
    status: public
scopus_import: '1'
series_title: LICS
status: public
title: Unifying two views on multiple mean-payoff objectives in Markov decision processes
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
year: '2015'
...
---
_id: '5435'
abstract:
- lang: eng
  text: "We consider Markov decision processes (MDPs) with multiple limit-average
    (or mean-payoff) objectives. \r\nThere have been two different views: (i) the
    expectation semantics, where the goal is to optimize the expected mean-payoff
    objective, and (ii) the satisfaction semantics, where the goal is to maximize
    the probability of runs such that the mean-payoff value stays above a given vector.
    \ \r\nWe consider the problem where the goal is to optimize the expectation under
    the constraint that the satisfaction semantics is ensured, and thus consider a
    generalization that unifies the existing semantics. Our problem captures the notion
    of optimization with respect to strategies that are risk-averse (i.e., ensures
    certain probabilistic guarantee).\r\nOur main results are algorithms for the decision
    problem which are always polynomial in the size of the MDP.\r\nWe also show that
    an approximation of the Pareto-curve can be computed in time polynomial in the
    size of the MDP, and the approximation factor, but exponential in the number of
    dimensions. Finally, we present a complete characterization of the strategy complexity
    (in terms of memory bounds and randomization) required to solve our problem."
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Zuzana
  full_name: Komarkova, Zuzana
  last_name: Komarkova
- first_name: Jan
  full_name: Kretinsky, Jan
  id: 44CEF464-F248-11E8-B48F-1D18A9856A87
  last_name: Kretinsky
  orcid: 0000-0002-8122-2881
citation:
  ama: Chatterjee K, Komarkova Z, Kretinsky J. <i>Unifying Two Views on Multiple Mean-Payoff
    Objectives in Markov Decision Processes</i>. IST Austria; 2015. doi:<a href="https://doi.org/10.15479/AT:IST-2015-318-v2-1">10.15479/AT:IST-2015-318-v2-1</a>
  apa: Chatterjee, K., Komarkova, Z., &#38; Kretinsky, J. (2015). <i>Unifying two
    views on multiple mean-payoff objectives in Markov decision processes</i>. IST
    Austria. <a href="https://doi.org/10.15479/AT:IST-2015-318-v2-1">https://doi.org/10.15479/AT:IST-2015-318-v2-1</a>
  chicago: Chatterjee, Krishnendu, Zuzana Komarkova, and Jan Kretinsky. <i>Unifying
    Two Views on Multiple Mean-Payoff Objectives in Markov Decision Processes</i>.
    IST Austria, 2015. <a href="https://doi.org/10.15479/AT:IST-2015-318-v2-1">https://doi.org/10.15479/AT:IST-2015-318-v2-1</a>.
  ieee: K. Chatterjee, Z. Komarkova, and J. Kretinsky, <i>Unifying two views on multiple
    mean-payoff objectives in Markov decision processes</i>. IST Austria, 2015.
  ista: Chatterjee K, Komarkova Z, Kretinsky J. 2015. Unifying two views on multiple
    mean-payoff objectives in Markov decision processes, IST Austria, 51p.
  mla: Chatterjee, Krishnendu, et al. <i>Unifying Two Views on Multiple Mean-Payoff
    Objectives in Markov Decision Processes</i>. IST Austria, 2015, doi:<a href="https://doi.org/10.15479/AT:IST-2015-318-v2-1">10.15479/AT:IST-2015-318-v2-1</a>.
  short: K. Chatterjee, Z. Komarkova, J. Kretinsky, Unifying Two Views on Multiple
    Mean-Payoff Objectives in Markov Decision Processes, IST Austria, 2015.
date_created: 2018-12-12T11:39:19Z
date_published: 2015-02-23T00:00:00Z
date_updated: 2026-07-06T13:26:26Z
day: '23'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2015-318-v2-1
file:
- access_level: open_access
  checksum: 75284adec80baabdfe71ff9ebbc27445
  content_type: application/pdf
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  date_created: 2018-12-12T11:54:03Z
  date_updated: 2020-07-14T12:46:53Z
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  file_size: 717630
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file_date_updated: 2020-07-14T12:46:53Z
fulldoi: https://doi.org/10.15479/AT:IST-2015-318-v2-1
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '51'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '327'
related_material:
  record:
  - id: '5429'
    relation: earlier_version
    status: public
  - id: '1657'
    relation: later_version
    status: public
  - id: '466'
    relation: later_version
    status: public
status: public
title: Unifying two views on multiple mean-payoff objectives in Markov decision processes
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '5429'
abstract:
- lang: eng
  text: "We consider Markov decision processes (MDPs) with multiple limit-average
    (or mean-payoff) objectives. \r\nThere have been two different views: (i) the
    expectation semantics, where the goal is to optimize the expected mean-payoff
    objective, and (ii) the satisfaction semantics, where the goal is to maximize
    the probability of runs such that the mean-payoff value stays above a given vector.
    \ \r\nWe consider the problem where the goal is to optimize the expectation under
    the constraint that the satisfaction semantics is ensured, and thus consider a
    generalization that unifies the existing semantics.\r\nOur problem captures the
    notion of optimization with respect to strategies that are risk-averse (i.e.,
    ensures certain probabilistic guarantee).\r\nOur main results are algorithms for
    the decision problem which are always polynomial in the size of the MDP. We also
    show that an approximation of the Pareto-curve can be computed in time polynomial
    in the size of the MDP, and the approximation factor, but exponential in the number
    of dimensions.\r\nFinally, we present a complete characterization of the strategy
    complexity (in terms of memory bounds and randomization) required to solve our
    problem."
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Zuzana
  full_name: Komarkova, Zuzana
  last_name: Komarkova
- first_name: Jan
  full_name: Kretinsky, Jan
  id: 44CEF464-F248-11E8-B48F-1D18A9856A87
  last_name: Kretinsky
  orcid: 0000-0002-8122-2881
citation:
  ama: Chatterjee K, Komarkova Z, Kretinsky J. <i>Unifying Two Views on Multiple Mean-Payoff
    Objectives in Markov Decision Processes</i>. IST Austria; 2015. doi:<a href="https://doi.org/10.15479/AT:IST-2015-318-v1-1">10.15479/AT:IST-2015-318-v1-1</a>
  apa: Chatterjee, K., Komarkova, Z., &#38; Kretinsky, J. (2015). <i>Unifying two
    views on multiple mean-payoff objectives in Markov decision processes</i>. IST
    Austria. <a href="https://doi.org/10.15479/AT:IST-2015-318-v1-1">https://doi.org/10.15479/AT:IST-2015-318-v1-1</a>
  chicago: Chatterjee, Krishnendu, Zuzana Komarkova, and Jan Kretinsky. <i>Unifying
    Two Views on Multiple Mean-Payoff Objectives in Markov Decision Processes</i>.
    IST Austria, 2015. <a href="https://doi.org/10.15479/AT:IST-2015-318-v1-1">https://doi.org/10.15479/AT:IST-2015-318-v1-1</a>.
  ieee: K. Chatterjee, Z. Komarkova, and J. Kretinsky, <i>Unifying two views on multiple
    mean-payoff objectives in Markov decision processes</i>. IST Austria, 2015.
  ista: Chatterjee K, Komarkova Z, Kretinsky J. 2015. Unifying two views on multiple
    mean-payoff objectives in Markov decision processes, IST Austria, 41p.
  mla: Chatterjee, Krishnendu, et al. <i>Unifying Two Views on Multiple Mean-Payoff
    Objectives in Markov Decision Processes</i>. IST Austria, 2015, doi:<a href="https://doi.org/10.15479/AT:IST-2015-318-v1-1">10.15479/AT:IST-2015-318-v1-1</a>.
  short: K. Chatterjee, Z. Komarkova, J. Kretinsky, Unifying Two Views on Multiple
    Mean-Payoff Objectives in Markov Decision Processes, IST Austria, 2015.
date_created: 2018-12-12T11:39:17Z
date_published: 2015-01-12T00:00:00Z
date_updated: 2026-07-06T13:26:26Z
day: '12'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2015-318-v1-1
file:
- access_level: open_access
  checksum: e4869a584567c506349abda9c8ec7db3
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:54:11Z
  date_updated: 2020-07-14T12:46:52Z
  file_id: '5533'
  file_name: IST-2015-318-v1+1_main.pdf
  file_size: 689863
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file_date_updated: 2020-07-14T12:46:52Z
fulldoi: https://doi.org/10.15479/AT:IST-2015-318-v1-1
has_accepted_license: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: '41'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '318'
related_material:
  record:
  - id: '5435'
    relation: later_version
    status: public
  - id: '1657'
    relation: later_version
    status: public
  - id: '466'
    relation: later_version
    status: public
status: public
title: Unifying two views on multiple mean-payoff objectives in Markov decision processes
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '5438'
abstract:
- lang: eng
  text: "The edit distance between two words w1, w2 is the minimal number of word
    operations (letter insertions, deletions, and substitutions) necessary to transform
    w1 to w2. The edit distance generalizes to languages L1, L2, where the edit distance
    is the minimal number k such that for every word from L1 there exists a word in
    L2 with edit distance at most k. We study the edit distance computation problem
    between pushdown automata and their subclasses.\r\nThe problem of computing edit
    distance to a pushdown automaton is undecidable, and in practice, the interesting
    question is to compute the edit distance from a pushdown automaton (the implementation,
    a standard model for programs with recursion) to a regular language (the specification).
    In this work, we present a complete picture of decidability and complexity for
    deciding whether, for a given threshold k, the edit distance from a pushdown automaton
    to a finite automaton is at most k. "
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
- first_name: Jan
  full_name: Otop, Jan
  id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87
  last_name: Otop
citation:
  ama: Chatterjee K, Henzinger TA, Ibsen-Jensen R, Otop J. <i>Edit Distance for Pushdown
    Automata</i>. IST Austria; 2015. doi:<a href="https://doi.org/10.15479/AT:IST-2015-334-v1-1">10.15479/AT:IST-2015-334-v1-1</a>
  apa: Chatterjee, K., Henzinger, T. A., Ibsen-Jensen, R., &#38; Otop, J. (2015).
    <i>Edit distance for pushdown automata</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2015-334-v1-1">https://doi.org/10.15479/AT:IST-2015-334-v1-1</a>
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, Rasmus Ibsen-Jensen, and Jan
    Otop. <i>Edit Distance for Pushdown Automata</i>. IST Austria, 2015. <a href="https://doi.org/10.15479/AT:IST-2015-334-v1-1">https://doi.org/10.15479/AT:IST-2015-334-v1-1</a>.
  ieee: K. Chatterjee, T. A. Henzinger, R. Ibsen-Jensen, and J. Otop, <i>Edit distance
    for pushdown automata</i>. IST Austria, 2015.
  ista: Chatterjee K, Henzinger TA, Ibsen-Jensen R, Otop J. 2015. Edit distance for
    pushdown automata, IST Austria, 15p.
  mla: Chatterjee, Krishnendu, et al. <i>Edit Distance for Pushdown Automata</i>.
    IST Austria, 2015, doi:<a href="https://doi.org/10.15479/AT:IST-2015-334-v1-1">10.15479/AT:IST-2015-334-v1-1</a>.
  short: K. Chatterjee, T.A. Henzinger, R. Ibsen-Jensen, J. Otop, Edit Distance for
    Pushdown Automata, IST Austria, 2015.
date_created: 2018-12-12T11:39:20Z
date_published: 2015-05-05T00:00:00Z
date_updated: 2026-07-06T13:27:53Z
day: '05'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2015-334-v1-1
file:
- access_level: open_access
  checksum: 8a5f2d77560e552af87eb1982437a43b
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:56Z
  date_updated: 2020-07-14T12:46:55Z
  file_id: '5518'
  file_name: IST-2015-334-v1+1_report.pdf
  file_size: 422573
  relation: main_file
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fulldoi: https://doi.org/10.15479/AT:IST-2015-334-v1-1
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: '15'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '334'
related_material:
  record:
  - id: '1610'
    relation: later_version
    status: public
  - id: '465'
    relation: later_version
    status: public
status: public
title: Edit distance for pushdown automata
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '1661'
abstract:
- lang: eng
  text: The computation of the winning set for one-pair Streett objectives and for
    k-pair Streett objectives in (standard) graphs as well as in game graphs are central
    problems in computer-aided verification, with application to the verification
    of closed systems with strong fairness conditions, the verification of open systems,
    checking interface compatibility, well-formed ness of specifications, and the
    synthesis of reactive systems. We give faster algorithms for the computation of
    the winning set for (1) one-pair Streett objectives (aka parity-3 problem) in
    game graphs and (2) for k-pair Streett objectives in graphs. For both problems
    this represents the first improvement in asymptotic running time in 15 years.
acknowledgement: 'K. C. is supported by the Austrian Science Fund (FWF): P23499-N23
  and S11407-N23 (RiSE), an ERC Start Grant (279307: Graph Games), and a Microsoft
  Faculty Fellows Award. M. H. is supported by the Austrian Science Fund (FWF): P23499-N23
  and the Vienna Science and Technology Fund (WWTF) grant ICT10-002. V. L. is supported
  by the Vienna Science and Technology Fund (WWTF) grant ICT10-002. The research leading
  to these results has received funding from the European Research Council under the
  European Union’s Seventh Framework Programme (FP/2007-2013) / ERC Grant Agreement
  no. 340506.'
article_number: '7174888'
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Veronika
  full_name: Loitzenbauer, Veronika
  last_name: Loitzenbauer
citation:
  ama: 'Chatterjee K, Henzinger M, Loitzenbauer V. Improved algorithms for one-pair
    and k-pair Streett objectives. In: <i>Proceedings - Symposium on Logic in Computer
    Science</i>. Vol 2015-July. IEEE; 2015. doi:<a href="https://doi.org/10.1109/LICS.2015.34">10.1109/LICS.2015.34</a>'
  apa: 'Chatterjee, K., Henzinger, M., &#38; Loitzenbauer, V. (2015). Improved algorithms
    for one-pair and k-pair Streett objectives. In <i>Proceedings - Symposium on Logic
    in Computer Science</i> (Vol. 2015–July). Kyoto, Japan: IEEE. <a href="https://doi.org/10.1109/LICS.2015.34">https://doi.org/10.1109/LICS.2015.34</a>'
  chicago: Chatterjee, Krishnendu, Monika Henzinger, and Veronika Loitzenbauer. “Improved
    Algorithms for One-Pair and k-Pair Streett Objectives.” In <i>Proceedings - Symposium
    on Logic in Computer Science</i>, Vol. 2015–July. IEEE, 2015. <a href="https://doi.org/10.1109/LICS.2015.34">https://doi.org/10.1109/LICS.2015.34</a>.
  ieee: K. Chatterjee, M. Henzinger, and V. Loitzenbauer, “Improved algorithms for
    one-pair and k-pair Streett objectives,” in <i>Proceedings - Symposium on Logic
    in Computer Science</i>, Kyoto, Japan, 2015, vol. 2015–July.
  ista: 'Chatterjee K, Henzinger M, Loitzenbauer V. 2015. Improved algorithms for
    one-pair and k-pair Streett objectives. Proceedings - Symposium on Logic in Computer
    Science. LICS: Logic in Computer Science vol. 2015–July, 7174888.'
  mla: Chatterjee, Krishnendu, et al. “Improved Algorithms for One-Pair and k-Pair
    Streett Objectives.” <i>Proceedings - Symposium on Logic in Computer Science</i>,
    vol. 2015–July, 7174888, IEEE, 2015, doi:<a href="https://doi.org/10.1109/LICS.2015.34">10.1109/LICS.2015.34</a>.
  short: K. Chatterjee, M. Henzinger, V. Loitzenbauer, in:, Proceedings - Symposium
    on Logic in Computer Science, IEEE, 2015.
conference:
  end_date: 2015-07-10
  location: Kyoto, Japan
  name: 'LICS: Logic in Computer Science'
  start_date: 2015-07-06
date_created: 2018-12-11T11:53:19Z
date_published: 2015-07-01T00:00:00Z
date_updated: 2026-07-06T13:28:05Z
day: '01'
department:
- _id: KrCh
doi: 10.1109/LICS.2015.34
ec_funded: 1
external_id:
  isi:
  - '000380427100026'
fulldoi: https://doi.org/10.1109/LICS.2015.34
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://eprints.cs.univie.ac.at/4368/
month: '07'
oa: 1
oa_version: Submitted Version
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
publication: Proceedings - Symposium on Logic in Computer Science
publication_status: published
publisher: IEEE
publist_id: '5489'
quality_controlled: '1'
related_material:
  record:
  - id: '464'
    relation: later_version
    status: public
scopus_import: '1'
status: public
title: Improved algorithms for one-pair and k-pair Streett objectives
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 2015-July
year: '2015'
...
---
_id: '1566'
abstract:
- lang: eng
  text: Deposits of misfolded proteins in the human brain are associated with the
    development of many neurodegenerative diseases. Recent studies show that these
    proteins have common traits even at the monomer level. Among them, a polyglutamine
    region that is present in huntingtin is known to exhibit a correlation between
    the length of the chain and the severity as well as the earliness of the onset
    of Huntington disease. Here, we apply bias exchange molecular dynamics to generate
    structures of polyglutamine expansions of several lengths and characterize the
    resulting independent conformations. We compare the properties of these conformations
    to those of the standard proteins, as well as to other homopolymeric tracts. We
    find that, similar to the previously studied polyvaline chains, the set of possible
    transient folds is much broader than the set of known-to-date folds, although
    the conformations have different structures. We show that the mechanical stability
    is not related to any simple geometrical characteristics of the structures. We
    demonstrate that long polyglutamine expansions result in higher mechanical stability
    than the shorter ones. They also have a longer life span and are substantially
    more prone to form knotted structures. The knotted region has an average length
    of 35 residues, similar to the typical threshold for most polyglutamine-related
    diseases. Similarly, changes in shape and mechanical stability appear once the
    total length of the peptide exceeds this threshold of 35 glutamine residues. We
    suggest that knotted conformers may also harm the cellular machinery and thus
    lead to disease.
acknowledgement: 'We acknowledge the support by the EU Joint Programme in Neurodegenerative
  Diseases (JPND AC14/00037) project. The project is supported through the following
  funding organisations under the aegis of JPND—www.jpnd.eu: Ireland, HRB; Poland,
  National Science Centre; and Spain, ISCIII. '
article_number: e1004541
article_processing_charge: No
author:
- first_name: Àngel
  full_name: Gómez Sicilia, Àngel
  last_name: Gómez Sicilia
- first_name: Mateusz K
  full_name: Sikora, Mateusz K
  id: 2F74BCDE-F248-11E8-B48F-1D18A9856A87
  last_name: Sikora
- first_name: Marek
  full_name: Cieplak, Marek
  last_name: Cieplak
- first_name: Mariano
  full_name: Carrión Vázquez, Mariano
  last_name: Carrión Vázquez
citation:
  ama: Gómez Sicilia À, Sikora MK, Cieplak M, Carrión Vázquez M. An exploration of
    the universe of polyglutamine structures. <i>PLoS Computational Biology</i>. 2015;11(10).
    doi:<a href="https://doi.org/10.1371/journal.pcbi.1004541">10.1371/journal.pcbi.1004541</a>
  apa: Gómez Sicilia, À., Sikora, M. K., Cieplak, M., &#38; Carrión Vázquez, M. (2015).
    An exploration of the universe of polyglutamine structures. <i>PLoS Computational
    Biology</i>. Public Library of Science. <a href="https://doi.org/10.1371/journal.pcbi.1004541">https://doi.org/10.1371/journal.pcbi.1004541</a>
  chicago: Gómez Sicilia, Àngel, Mateusz K Sikora, Marek Cieplak, and Mariano Carrión
    Vázquez. “An Exploration of the Universe of Polyglutamine Structures.” <i>PLoS
    Computational Biology</i>. Public Library of Science, 2015. <a href="https://doi.org/10.1371/journal.pcbi.1004541">https://doi.org/10.1371/journal.pcbi.1004541</a>.
  ieee: À. Gómez Sicilia, M. K. Sikora, M. Cieplak, and M. Carrión Vázquez, “An exploration
    of the universe of polyglutamine structures,” <i>PLoS Computational Biology</i>,
    vol. 11, no. 10. Public Library of Science, 2015.
  ista: Gómez Sicilia À, Sikora MK, Cieplak M, Carrión Vázquez M. 2015. An exploration
    of the universe of polyglutamine structures. PLoS Computational Biology. 11(10),
    e1004541.
  mla: Gómez Sicilia, Àngel, et al. “An Exploration of the Universe of Polyglutamine
    Structures.” <i>PLoS Computational Biology</i>, vol. 11, no. 10, e1004541, Public
    Library of Science, 2015, doi:<a href="https://doi.org/10.1371/journal.pcbi.1004541">10.1371/journal.pcbi.1004541</a>.
  short: À. Gómez Sicilia, M.K. Sikora, M. Cieplak, M. Carrión Vázquez, PLoS Computational
    Biology 11 (2015).
date_created: 2018-12-11T11:52:45Z
date_published: 2015-10-23T00:00:00Z
date_updated: 2026-07-06T13:54:28Z
day: '23'
ddc:
- '570'
department:
- _id: CaHe
doi: 10.1371/journal.pcbi.1004541
external_id:
  isi:
  - '000364399700067'
file:
- access_level: open_access
  checksum: 8b67d729be663bfc9af04bfd94459655
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:16:21Z
  date_updated: 2020-07-14T12:45:02Z
  file_id: '5207'
  file_name: IST-2016-478-v1+1_journal.pcbi.1004541.pdf
  file_size: 1412511
  relation: main_file
file_date_updated: 2020-07-14T12:45:02Z
fulldoi: https://doi.org/10.1371/journal.pcbi.1004541
has_accepted_license: '1'
intvolume: '        11'
isi: 1
issue: '10'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
publication: PLoS Computational Biology
publication_status: published
publisher: Public Library of Science
publist_id: '5605'
pubrep_id: '478'
quality_controlled: '1'
related_material:
  record:
  - id: '9714'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: An exploration of the universe of polyglutamine structures
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 11
year: '2015'
...
---
_id: '9714'
article_processing_charge: No
author:
- first_name: Àngel
  full_name: Gómez Sicilia, Àngel
  last_name: Gómez Sicilia
- first_name: Mateusz K
  full_name: Sikora, Mateusz K
  id: 2F74BCDE-F248-11E8-B48F-1D18A9856A87
  last_name: Sikora
- first_name: Marek
  full_name: Cieplak, Marek
  last_name: Cieplak
- first_name: Mariano
  full_name: Carrión Vázquez, Mariano
  last_name: Carrión Vázquez
citation:
  ama: Gómez Sicilia À, Sikora MK, Cieplak M, Carrión Vázquez M. An exploration of
    the universe of polyglutamine structures - submission to PLOS journals. 2015.
    doi:<a href="https://doi.org/10.1371/journal.pcbi.1004541.s001">10.1371/journal.pcbi.1004541.s001</a>
  apa: Gómez Sicilia, À., Sikora, M. K., Cieplak, M., &#38; Carrión Vázquez, M. (2015).
    An exploration of the universe of polyglutamine structures - submission to PLOS
    journals. Public Library of Science. <a href="https://doi.org/10.1371/journal.pcbi.1004541.s001">https://doi.org/10.1371/journal.pcbi.1004541.s001</a>
  chicago: Gómez Sicilia, Àngel, Mateusz K Sikora, Marek Cieplak, and Mariano Carrión
    Vázquez. “An Exploration of the Universe of Polyglutamine Structures - Submission
    to PLOS Journals.” Public Library of Science, 2015. <a href="https://doi.org/10.1371/journal.pcbi.1004541.s001">https://doi.org/10.1371/journal.pcbi.1004541.s001</a>.
  ieee: À. Gómez Sicilia, M. K. Sikora, M. Cieplak, and M. Carrión Vázquez, “An exploration
    of the universe of polyglutamine structures - submission to PLOS journals.” Public
    Library of Science, 2015.
  ista: Gómez Sicilia À, Sikora MK, Cieplak M, Carrión Vázquez M. 2015. An exploration
    of the universe of polyglutamine structures - submission to PLOS journals, Public
    Library of Science, <a href="https://doi.org/10.1371/journal.pcbi.1004541.s001">10.1371/journal.pcbi.1004541.s001</a>.
  mla: Gómez Sicilia, Àngel, et al. <i>An Exploration of the Universe of Polyglutamine
    Structures - Submission to PLOS Journals</i>. Public Library of Science, 2015,
    doi:<a href="https://doi.org/10.1371/journal.pcbi.1004541.s001">10.1371/journal.pcbi.1004541.s001</a>.
  short: À. Gómez Sicilia, M.K. Sikora, M. Cieplak, M. Carrión Vázquez, (2015).
date_created: 2021-07-23T12:05:28Z
date_published: 2015-10-23T00:00:00Z
date_updated: 2026-07-06T13:54:29Z
day: '23'
department:
- _id: CaHe
doi: 10.1371/journal.pcbi.1004541.s001
fulldoi: https://doi.org/10.1371/journal.pcbi.1004541.s001
month: '10'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '1566'
    relation: used_in_publication
    status: public
status: public
title: An exploration of the universe of polyglutamine structures - submission to
  PLOS journals
type: research_data_reference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '1555'
abstract:
- lang: eng
  text: We show that incorporating spatial dispersal of individuals into a simple
    vaccination epidemic model may give rise to a model that exhibits rich dynamical
    behavior. Using an SIVS (susceptible-infected-vaccinated-susceptible) model as
    a basis, we describe the spread of an infectious disease in a population split
    into two regions. In each subpopulation, both forward and backward bifurcations
    can occur. This implies that for disconnected regions the two-patch system may
    admit several steady states. We consider traveling between the regions and investigate
    the impact of spatial dispersal of individuals on the model dynamics. We establish
    conditions for the existence of multiple nontrivial steady states in the system,
    and we study the structure of the equilibria. The mathematical analysis reveals
    an unusually rich dynamical behavior, not normally found in the simple epidemic
    models. In addition to the disease-free equilibrium, eight endemic equilibria
    emerge from backward transcritical and saddle-node bifurcation points, forming
    an interesting bifurcation diagram. Stability of steady states, their bifurcations,
    and the global dynamics are investigated with analytical tools, numerical simulations,
    and rigorous set-oriented numerical computations.
acknowledgement: Institute of Science and Technology Austria, Am Campus 1, 3400 Klosterneuburg,
  Austria (pawel.pilarczyk@ist.ac.at). This author’s work was partially supported
  by the People Programme (Marie Curie Actions) of the European Union’s Seventh Framework
  Programme (FP7/2007-2013) under REA grant agreement 622033, by Fundo Europeu de
  Desenvolvimento Regional (FEDER) through COMPETE—Programa Operacional Factores de
  Competitividade (POFC), by the Portuguese national funds through Funda ̧caoparaaCiˆencia
  e a Tecnologia (FCT) in the framework of the research project FCOMP-01-0124-FEDER-010645
  (ref. FCT PTDC/MAT/098871/2008), and by European Research Council through StG 259559
  in the framework of the EPIDELAY project.
article_processing_charge: No
article_type: original
author:
- first_name: Diána
  full_name: Knipl, Diána
  last_name: Knipl
- first_name: Pawel
  full_name: Pilarczyk, Pawel
  id: 3768D56A-F248-11E8-B48F-1D18A9856A87
  last_name: Pilarczyk
- first_name: Gergely
  full_name: Röst, Gergely
  last_name: Röst
citation:
  ama: Knipl D, Pilarczyk P, Röst G. Rich bifurcation structure in a two patch vaccination
    model. <i>SIAM Journal on Applied Dynamical Systems</i>. 2015;14(2):980-1017.
    doi:<a href="https://doi.org/10.1137/140993934">10.1137/140993934</a>
  apa: Knipl, D., Pilarczyk, P., &#38; Röst, G. (2015). Rich bifurcation structure
    in a two patch vaccination model. <i>SIAM Journal on Applied Dynamical Systems</i>.
    Society for Industrial and Applied Mathematics. <a href="https://doi.org/10.1137/140993934">https://doi.org/10.1137/140993934</a>
  chicago: Knipl, Diána, Pawel Pilarczyk, and Gergely Röst. “Rich Bifurcation Structure
    in a Two Patch Vaccination Model.” <i>SIAM Journal on Applied Dynamical Systems</i>.
    Society for Industrial and Applied Mathematics, 2015. <a href="https://doi.org/10.1137/140993934">https://doi.org/10.1137/140993934</a>.
  ieee: D. Knipl, P. Pilarczyk, and G. Röst, “Rich bifurcation structure in a two
    patch vaccination model,” <i>SIAM Journal on Applied Dynamical Systems</i>, vol.
    14, no. 2. Society for Industrial and Applied Mathematics, pp. 980–1017, 2015.
  ista: Knipl D, Pilarczyk P, Röst G. 2015. Rich bifurcation structure in a two patch
    vaccination model. SIAM Journal on Applied Dynamical Systems. 14(2), 980–1017.
  mla: Knipl, Diána, et al. “Rich Bifurcation Structure in a Two Patch Vaccination
    Model.” <i>SIAM Journal on Applied Dynamical Systems</i>, vol. 14, no. 2, Society
    for Industrial and Applied Mathematics, 2015, pp. 980–1017, doi:<a href="https://doi.org/10.1137/140993934">10.1137/140993934</a>.
  short: D. Knipl, P. Pilarczyk, G. Röst, SIAM Journal on Applied Dynamical Systems
    14 (2015) 980–1017.
das_tickbox: '1'
date_created: 2018-12-11T11:52:42Z
date_published: 2015-01-01T00:00:00Z
date_updated: 2026-07-06T13:59:25Z
day: '01'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.1137/140993934
ec_funded: 1
external_id:
  isi:
  - '000357310400015'
fulldoi: https://doi.org/10.1137/140993934
intvolume: '        14'
isi: 1
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://discovery.ucl.ac.uk/1473750/1/99393.pdf
month: '01'
oa: 1
oa_version: Published Version
page: 980 - 1017
project:
- _id: 255F06BE-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '622033'
  name: Persistent Homology - Images, Data and Maps
publication: SIAM Journal on Applied Dynamical Systems
publication_identifier:
  eissn:
  - 1536-0040
publication_status: published
publisher: Society for Industrial and Applied Mathematics
publist_id: '5616'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Rich bifurcation structure in a two patch vaccination model
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 14
year: '2015'
...
---
OA_place: publisher
OA_type: gold
_id: '1525'
abstract:
- lang: eng
  text: 'Based on 16 recommendations, efforts should be made to achieve the following
    goal: By 2025, all scholarly publication activity in Austria should be Open Access.
    In other words, the final versions of all scholarly publications resulting from
    the support of public resources must be freely accessible on the Internet without
    delay (Gold Open Access). The resources required to meet this obligation shall
    be provided to the authors, or the cost of the publication venues shall be borne
    directly by the research organisations.'
article_processing_charge: No
article_type: original
author:
- first_name: Bruno
  full_name: Bauer, Bruno
  last_name: Bauer
- first_name: Guido
  full_name: Blechl, Guido
  last_name: Blechl
- first_name: Christoph
  full_name: Bock, Christoph
  last_name: Bock
- first_name: Patrick
  full_name: Danowski, Patrick
  id: 2EBD1598-F248-11E8-B48F-1D18A9856A87
  last_name: Danowski
  orcid: 0000-0002-6026-4409
- first_name: Andreas
  full_name: Ferus, Andreas
  last_name: Ferus
- first_name: Anton
  full_name: Graschopf, Anton
  last_name: Graschopf
- first_name: Thomas
  full_name: König, Thomas
  last_name: König
- first_name: Katja
  full_name: Mayer, Katja
  last_name: Mayer
- first_name: Falk
  full_name: Reckling, Falk
  last_name: Reckling
- first_name: Katharina
  full_name: Rieck, Katharina
  last_name: Rieck
- first_name: Peter
  full_name: Seitz, Peter
  last_name: Seitz
- first_name: Herwig
  full_name: Stöger, Herwig
  last_name: Stöger
- first_name: Elvira
  full_name: Welzig, Elvira
  last_name: Welzig
citation:
  ama: Bauer B, Blechl G, Bock C, et al. Arbeitsgruppe „Nationale Strategie“ des Open
    Access Network Austria OANA. <i>VÖB Mitteilungen</i>. 2015;68(3):580-607. doi:<a
    href="https://doi.org/10.5281/zenodo.33178">10.5281/zenodo.33178</a>
  apa: Bauer, B., Blechl, G., Bock, C., Danowski, P., Ferus, A., Graschopf, A., …
    Welzig, E. (2015). Arbeitsgruppe „Nationale Strategie“ des Open Access Network
    Austria OANA. <i>VÖB Mitteilungen</i>. Vereinigung Österreichischer Bibliothekarinnen
    und Bibliothekare. <a href="https://doi.org/10.5281/zenodo.33178">https://doi.org/10.5281/zenodo.33178</a>
  chicago: Bauer, Bruno, Guido Blechl, Christoph Bock, Patrick Danowski, Andreas Ferus,
    Anton Graschopf, Thomas König, et al. “Arbeitsgruppe „Nationale Strategie“ Des
    Open Access Network Austria OANA.” <i>VÖB Mitteilungen</i>. Vereinigung Österreichischer
    Bibliothekarinnen und Bibliothekare, 2015. <a href="https://doi.org/10.5281/zenodo.33178">https://doi.org/10.5281/zenodo.33178</a>.
  ieee: B. Bauer <i>et al.</i>, “Arbeitsgruppe „Nationale Strategie“ des Open Access
    Network Austria OANA,” <i>VÖB Mitteilungen</i>, vol. 68, no. 3. Vereinigung Österreichischer
    Bibliothekarinnen und Bibliothekare, pp. 580–607, 2015.
  ista: Bauer B, Blechl G, Bock C, Danowski P, Ferus A, Graschopf A, König T, Mayer
    K, Reckling F, Rieck K, Seitz P, Stöger H, Welzig E. 2015. Arbeitsgruppe „Nationale
    Strategie“ des Open Access Network Austria OANA. VÖB Mitteilungen. 68(3), 580–607.
  mla: Bauer, Bruno, et al. “Arbeitsgruppe „Nationale Strategie“ Des Open Access Network
    Austria OANA.” <i>VÖB Mitteilungen</i>, vol. 68, no. 3, Vereinigung Österreichischer
    Bibliothekarinnen und Bibliothekare, 2015, pp. 580–607, doi:<a href="https://doi.org/10.5281/zenodo.33178">10.5281/zenodo.33178</a>.
  short: B. Bauer, G. Blechl, C. Bock, P. Danowski, A. Ferus, A. Graschopf, T. König,
    K. Mayer, F. Reckling, K. Rieck, P. Seitz, H. Stöger, E. Welzig, VÖB Mitteilungen
    68 (2015) 580–607.
das_tickbox: '1'
date_created: 2018-12-11T11:52:31Z
date_published: 2015-11-12T00:00:00Z
date_updated: 2026-07-07T06:11:42Z
day: '12'
ddc:
- '020'
department:
- _id: E-Lib
doi: 10.5281/zenodo.33178
file:
- access_level: open_access
  checksum: a495fe253bbc7615b1d60e9e85c94408
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:17:59Z
  date_updated: 2020-07-14T12:45:00Z
  file_id: '5317'
  file_name: IST-2016-720-v1+1_OANA_OA-Empfehlungen_12-11-2015.pdf
  file_size: 931707
  relation: main_file
file_date_updated: 2020-07-14T12:45:00Z
fulldoi: https://doi.org/10.5281/zenodo.33178
has_accepted_license: '1'
intvolume: '        68'
issue: '3'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: 580 - 607
publication: VÖB Mitteilungen
publication_status: published
publisher: Vereinigung Österreichischer Bibliothekarinnen und Bibliothekare
publist_id: '5648'
pubrep_id: '720'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Arbeitsgruppe „Nationale Strategie“ des Open Access Network Austria OANA
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 68
year: '2015'
...
