---
_id: '6120'
abstract:
- lang: eng
  text: Brains organize behavior and physiology to optimize the response to threats
    or opportunities. We dissect how 21% O2, an indicator of surface exposure, reprograms
    C. elegans' global state, inducing sustained locomotory arousal and altering expression
    of neuropeptides, metabolic enzymes, and other non-neural genes. The URX O2-sensing
    neurons drive arousal at 21% O2 by tonically activating the RMG interneurons.
    Stimulating RMG is sufficient to switch behavioral state. Ablating the ASH, ADL,
    or ASK sensory neurons connected to RMG by gap junctions does not disrupt arousal.
    However, disrupting cation currents in these neurons curtails RMG neurosecretion
    and arousal. RMG signals high O2 by peptidergic secretion. Neuropeptide reporters
    reveal neural circuit state, as neurosecretion stimulates neuropeptide expression.
    Neural imaging in unrestrained animals shows that URX and RMG encode O2 concentration
    rather than behavior, while the activity of downstream interneurons such as AVB
    and AIY reflect both O2 levels and the behavior being executed.
article_number: e04241
author:
- first_name: Patrick
  full_name: Laurent, Patrick
  last_name: Laurent
- first_name: Zoltan
  full_name: Soltesz, Zoltan
  last_name: Soltesz
- first_name: Geoffrey M
  full_name: Nelson, Geoffrey M
  last_name: Nelson
- first_name: Changchun
  full_name: Chen, Changchun
  last_name: Chen
- first_name: Fausto
  full_name: Arellano-Carbajal, Fausto
  last_name: Arellano-Carbajal
- first_name: Emmanuel
  full_name: Levy, Emmanuel
  last_name: Levy
- first_name: Mario
  full_name: de Bono, Mario
  id: 4E3FF80E-F248-11E8-B48F-1D18A9856A87
  last_name: de Bono
  orcid: 0000-0001-8347-0443
citation:
  ama: Laurent P, Soltesz Z, Nelson GM, et al. Decoding a neural circuit controlling
    global animal state in C. elegans. <i>eLife</i>. 2015;4. doi:<a href="https://doi.org/10.7554/elife.04241">10.7554/elife.04241</a>
  apa: Laurent, P., Soltesz, Z., Nelson, G. M., Chen, C., Arellano-Carbajal, F., Levy,
    E., &#38; de Bono, M. (2015). Decoding a neural circuit controlling global animal
    state in C. elegans. <i>ELife</i>. eLife Sciences Publications. <a href="https://doi.org/10.7554/elife.04241">https://doi.org/10.7554/elife.04241</a>
  chicago: Laurent, Patrick, Zoltan Soltesz, Geoffrey M Nelson, Changchun Chen, Fausto
    Arellano-Carbajal, Emmanuel Levy, and Mario de Bono. “Decoding a Neural Circuit
    Controlling Global Animal State in C. Elegans.” <i>ELife</i>. eLife Sciences Publications,
    2015. <a href="https://doi.org/10.7554/elife.04241">https://doi.org/10.7554/elife.04241</a>.
  ieee: P. Laurent <i>et al.</i>, “Decoding a neural circuit controlling global animal
    state in C. elegans,” <i>eLife</i>, vol. 4. eLife Sciences Publications, 2015.
  ista: Laurent P, Soltesz Z, Nelson GM, Chen C, Arellano-Carbajal F, Levy E, de Bono
    M. 2015. Decoding a neural circuit controlling global animal state in C. elegans.
    eLife. 4, e04241.
  mla: Laurent, Patrick, et al. “Decoding a Neural Circuit Controlling Global Animal
    State in C. Elegans.” <i>ELife</i>, vol. 4, e04241, eLife Sciences Publications,
    2015, doi:<a href="https://doi.org/10.7554/elife.04241">10.7554/elife.04241</a>.
  short: P. Laurent, Z. Soltesz, G.M. Nelson, C. Chen, F. Arellano-Carbajal, E. Levy,
    M. de Bono, ELife 4 (2015).
date_created: 2019-03-19T14:23:51Z
date_published: 2015-03-11T00:00:00Z
date_updated: 2021-01-12T08:06:13Z
day: '11'
ddc:
- '570'
doi: 10.7554/elife.04241
extern: '1'
external_id:
  pmid:
  - '25760081'
file:
- access_level: open_access
  checksum: cf641b7a363aecd0a101755d23dee7e0
  content_type: application/pdf
  creator: kschuh
  date_created: 2019-03-19T14:29:43Z
  date_updated: 2020-07-14T12:47:20Z
  file_id: '6121'
  file_name: 2015_elife_Laurent.pdf
  file_size: 6723528
  relation: main_file
file_date_updated: 2020-07-14T12:47:20Z
has_accepted_license: '1'
intvolume: '         4'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
pmid: 1
publication: eLife
publication_identifier:
  issn:
  - 2050-084X
publication_status: published
publisher: eLife Sciences Publications
quality_controlled: '1'
status: public
title: Decoding a neural circuit controlling global animal state in C. elegans
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: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 4
year: '2015'
...
---
_id: '6507'
abstract:
- lang: eng
  text: The osteoclast-associated receptor (OSCAR) is a collagen-binding immune receptor
    with important roles in dendritic cell maturation and activation of inflammatory
    monocytes as well as in osteoclastogenesis. The crystal structure of the OSCAR
    ectodomain is presented, both free and in complex with a consensus triple-helical
    peptide (THP). The structures revealed a collagen-binding site in each immunoglobulin-like
    domain (D1 and D2). The THP binds near a predicted collagen-binding groove in
    D1, but a more extensive interaction with D2 is facilitated by the unusually wide
    D1-D2 interdomain angle in OSCAR. Direct binding assays, combined with site-directed
    mutagenesis, confirm that the primary collagen-binding site in OSCAR resides in
    D2, in marked contrast to the related collagen receptors, glycoprotein VI (GPVI)
    and leukocyte-associated immunoglobulin-like receptor-1 (LAIR-1). Monomeric OSCAR
    D1D2 binds to the consensus THP with a KD of 28 µM measured in solution, but shows
    a higher affinity (KD 1.5 μM) when binding to a solid-phase THP, most likely due
    to an avidity effect. These data suggest a 2-stage model for the interaction of
    OSCAR with a collagen fibril, with transient, low-affinity interactions initiated
    by the membrane-distal D1, followed by firm adhesion to the primary binding site
    in D2.
author:
- first_name: Long
  full_name: Zhou, Long
  id: 3E751364-F248-11E8-B48F-1D18A9856A87
  last_name: Zhou
  orcid: 0000-0002-1864-8951
- first_name: J. M.
  full_name: Hinerman, J. M.
  last_name: Hinerman
- first_name: M.
  full_name: Blaszczyk, M.
  last_name: Blaszczyk
- first_name: J. L. C.
  full_name: Miller, J. L. C.
  last_name: Miller
- first_name: D. G.
  full_name: Conrady, D. G.
  last_name: Conrady
- first_name: A. D.
  full_name: Barrow, A. D.
  last_name: Barrow
- first_name: D. Y.
  full_name: Chirgadze, D. Y.
  last_name: Chirgadze
- first_name: D.
  full_name: Bihan, D.
  last_name: Bihan
- first_name: R. W.
  full_name: Farndale, R. W.
  last_name: Farndale
- first_name: A. B.
  full_name: Herr, A. B.
  last_name: Herr
citation:
  ama: Zhou L, Hinerman JM, Blaszczyk M, et al. Structural basis for collagen recognition
    by the immune receptor OSCAR. <i>Blood</i>. 2015;127(5):529-537. doi:<a href="https://doi.org/10.1182/blood-2015-08-667055">10.1182/blood-2015-08-667055</a>
  apa: Zhou, L., Hinerman, J. M., Blaszczyk, M., Miller, J. L. C., Conrady, D. G.,
    Barrow, A. D., … Herr, A. B. (2015). Structural basis for collagen recognition
    by the immune receptor OSCAR. <i>Blood</i>. American Society of Hematology. <a
    href="https://doi.org/10.1182/blood-2015-08-667055">https://doi.org/10.1182/blood-2015-08-667055</a>
  chicago: Zhou, Long, J. M. Hinerman, M. Blaszczyk, J. L. C. Miller, D. G. Conrady,
    A. D. Barrow, D. Y. Chirgadze, D. Bihan, R. W. Farndale, and A. B. Herr. “Structural
    Basis for Collagen Recognition by the Immune Receptor OSCAR.” <i>Blood</i>. American
    Society of Hematology, 2015. <a href="https://doi.org/10.1182/blood-2015-08-667055">https://doi.org/10.1182/blood-2015-08-667055</a>.
  ieee: L. Zhou <i>et al.</i>, “Structural basis for collagen recognition by the immune
    receptor OSCAR,” <i>Blood</i>, vol. 127, no. 5. American Society of Hematology,
    pp. 529–537, 2015.
  ista: Zhou L, Hinerman JM, Blaszczyk M, Miller JLC, Conrady DG, Barrow AD, Chirgadze
    DY, Bihan D, Farndale RW, Herr AB. 2015. Structural basis for collagen recognition
    by the immune receptor OSCAR. Blood. 127(5), 529–537.
  mla: Zhou, Long, et al. “Structural Basis for Collagen Recognition by the Immune
    Receptor OSCAR.” <i>Blood</i>, vol. 127, no. 5, American Society of Hematology,
    2015, pp. 529–37, doi:<a href="https://doi.org/10.1182/blood-2015-08-667055">10.1182/blood-2015-08-667055</a>.
  short: L. Zhou, J.M. Hinerman, M. Blaszczyk, J.L.C. Miller, D.G. Conrady, A.D. Barrow,
    D.Y. Chirgadze, D. Bihan, R.W. Farndale, A.B. Herr, Blood 127 (2015) 529–537.
date_created: 2019-05-31T09:38:50Z
date_published: 2015-11-02T00:00:00Z
date_updated: 2021-01-12T08:07:47Z
day: '02'
doi: 10.1182/blood-2015-08-667055
extern: '1'
external_id:
  pmid:
  - '26552697'
intvolume: '       127'
issue: '5'
language:
- iso: eng
month: '11'
oa_version: None
page: 529-537
pmid: 1
publication: Blood
publication_identifier:
  issn:
  - 0006-4971
  - 1528-0020
publication_status: published
publisher: American Society of Hematology
quality_controlled: '1'
status: public
title: Structural basis for collagen recognition by the immune receptor OSCAR
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 127
year: '2015'
...
---
_id: '1473'
abstract:
- lang: eng
  text: In this paper we survey geometric and arithmetic techniques to study the cohomology
    of semiprojective hyperkähler manifolds including toric hyperkähler varieties,
    Nakajima quiver varieties and moduli spaces of Higgs bundles on Riemann surfaces.
    The resulting formulae for their Poincaré polynomials are combinatorial and representation
    theoretical in nature. In particular we will look at their Betti numbers and will
    establish some results and state some expectations on their asymptotic shape.
author:
- first_name: Tamas
  full_name: Tamas Hausel
  id: 4A0666D8-F248-11E8-B48F-1D18A9856A87
  last_name: Hausel
- first_name: Fernando
  full_name: Rodríguez Villegas, Fernando
  last_name: Rodríguez Villegas
citation:
  ama: Hausel T, Rodríguez Villegas F. Cohomology of large semiprojective hyperkähler
    varieties. <i>Asterisque</i>. 2015;2015(370):113-156.
  apa: Hausel, T., &#38; Rodríguez Villegas, F. (2015). Cohomology of large semiprojective
    hyperkähler varieties. <i>Asterisque</i>. Societe Mathematique de France.
  chicago: Hausel, Tamás, and Fernando Rodríguez Villegas. “Cohomology of Large Semiprojective
    Hyperkähler Varieties.” <i>Asterisque</i>. Societe Mathematique de France, 2015.
  ieee: T. Hausel and F. Rodríguez Villegas, “Cohomology of large semiprojective hyperkähler
    varieties,” <i>Asterisque</i>, vol. 2015, no. 370. Societe Mathematique de France,
    pp. 113–156, 2015.
  ista: Hausel T, Rodríguez Villegas F. 2015. Cohomology of large semiprojective hyperkähler
    varieties. Asterisque. 2015(370), 113–156.
  mla: Hausel, Tamás, and Fernando Rodríguez Villegas. “Cohomology of Large Semiprojective
    Hyperkähler Varieties.” <i>Asterisque</i>, vol. 2015, no. 370, Societe Mathematique
    de France, 2015, pp. 113–56.
  short: T. Hausel, F. Rodríguez Villegas, Asterisque 2015 (2015) 113–156.
date_created: 2018-12-11T11:52:13Z
date_published: 2015-01-01T00:00:00Z
date_updated: 2021-01-12T06:50:59Z
day: '01'
extern: 1
intvolume: '      2015'
issue: '370'
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1309.4914
month: '01'
oa: 1
page: 113 - 156
publication: Asterisque
publication_status: published
publisher: Societe Mathematique de France
publist_id: '5723'
quality_controlled: 0
status: public
title: Cohomology of large semiprojective hyperkähler varieties
type: review
volume: 2015
year: '2015'
...
---
_id: '1474'
abstract:
- lang: eng
  text: Cryptographic access control offers selective access to encrypted data via
    a combination of key management and functionality-rich cryptographic schemes,
    such as attribute-based encryption. Using this approach, publicly available meta-data
    may inadvertently leak information on the access policy that is enforced by cryptography,
    which renders cryptographic access control unusable in settings where this information
    is highly sensitive. We begin to address this problem by presenting rigorous definitions
    for policy privacy in cryptographic access control. For concreteness we set our
    results in the model of Role-Based Access Control (RBAC), where we identify and
    formalize several different flavors of privacy, however, our framework should
    serve as inspiration for other models of access control. Based on our insights
    we propose a new system which significantly improves on the privacy properties
    of state-of-the-art constructions. Our design is based on a novel type of privacy-preserving
    attribute-based encryption, which we introduce and show how to instantiate. We
    present our results in the context of a cryptographic RBAC system by Ferrara et
    al. (CSF'13), which uses cryptography to control read access to files, while write
    access is still delegated to trusted monitors. We give an extension of the construction
    that permits cryptographic control over write access. Our construction assumes
    that key management uses out-of-band channels between the policy enforcer and
    the users but eliminates completely the need for monitoring read/write access
    to the data.
article_processing_charge: No
author:
- first_name: Anna
  full_name: Ferrara, Anna
  last_name: Ferrara
- first_name: Georg
  full_name: Fuchsbauer, Georg
  id: 46B4C3EE-F248-11E8-B48F-1D18A9856A87
  last_name: Fuchsbauer
- first_name: Bin
  full_name: Liu, Bin
  last_name: Liu
- first_name: Bogdan
  full_name: Warinschi, Bogdan
  last_name: Warinschi
citation:
  ama: 'Ferrara A, Fuchsbauer G, Liu B, Warinschi B. Policy privacy in cryptographic
    access control. In: IEEE; 2015:46-60. doi:<a href="https://doi.org/10.1109/CSF.2015.11">10.1109/CSF.2015.11</a>'
  apa: 'Ferrara, A., Fuchsbauer, G., Liu, B., &#38; Warinschi, B. (2015). Policy privacy
    in cryptographic access control (pp. 46–60). Presented at the CSF: Computer Security
    Foundations, Verona, Italy: IEEE. <a href="https://doi.org/10.1109/CSF.2015.11">https://doi.org/10.1109/CSF.2015.11</a>'
  chicago: Ferrara, Anna, Georg Fuchsbauer, Bin Liu, and Bogdan Warinschi. “Policy
    Privacy in Cryptographic Access Control,” 46–60. IEEE, 2015. <a href="https://doi.org/10.1109/CSF.2015.11">https://doi.org/10.1109/CSF.2015.11</a>.
  ieee: 'A. Ferrara, G. Fuchsbauer, B. Liu, and B. Warinschi, “Policy privacy in cryptographic
    access control,” presented at the CSF: Computer Security Foundations, Verona,
    Italy, 2015, pp. 46–60.'
  ista: 'Ferrara A, Fuchsbauer G, Liu B, Warinschi B. 2015. Policy privacy in cryptographic
    access control. CSF: Computer Security Foundations, 46–60.'
  mla: Ferrara, Anna, et al. <i>Policy Privacy in Cryptographic Access Control</i>.
    IEEE, 2015, pp. 46–60, doi:<a href="https://doi.org/10.1109/CSF.2015.11">10.1109/CSF.2015.11</a>.
  short: A. Ferrara, G. Fuchsbauer, B. Liu, B. Warinschi, in:, IEEE, 2015, pp. 46–60.
conference:
  end_date: 2015-07-17
  location: Verona, Italy
  name: 'CSF: Computer Security Foundations'
  start_date: 2015-07-13
date_created: 2018-12-11T11:52:14Z
date_published: 2015-09-04T00:00:00Z
date_updated: 2021-01-12T06:50:59Z
day: '04'
department:
- _id: KrPi
doi: 10.1109/CSF.2015.11
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://epubs.surrey.ac.uk/808055/
month: '09'
oa: 1
oa_version: Submitted Version
page: 46-60
project:
- _id: 258C570E-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '259668'
  name: Provable Security for Physical Cryptography
publication_status: published
publisher: IEEE
publist_id: '5722'
quality_controlled: '1'
status: public
title: Policy privacy in cryptographic access control
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '1481'
abstract:
- lang: eng
  text: 'Simple board games, like Tic-Tac-Toe and CONNECT-4, play an important role
    not only in the development of mathematical and logical skills, but also in the
    emotional and social development. In this paper, we address the problem of generating
    targeted starting positions for such games. This can facilitate new approaches
    for bringing novice players to mastery, and also leads to discovery of interesting
    game variants. We present an approach that generates starting states of varying
    hardness levels for player 1 in a two-player board game, given rules of the board
    game, the desired number of steps required for player 1 to win, and the expertise
    levels of the two players. Our approach leverages symbolic methods and iterative
    simulation to efficiently search the extremely large state space. We present experimental
    results that include discovery of states of varying hardness levels for several
    simple grid-based board games. The presence of such states for standard game variants
    like 4×4 Tic-Tac-Toe opens up new games to be played that have never been played
    as the default start state is heavily biased. '
acknowledgement: "A Technical Report of this paper is available at: \r\nhttps://repository.ist.ac.at/id/eprint/146.\r\n"
article_processing_charge: No
author:
- first_name: Umair
  full_name: Ahmed, Umair
  last_name: Ahmed
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Sumit
  full_name: Gulwani, Sumit
  last_name: Gulwani
citation:
  ama: 'Ahmed U, Chatterjee K, Gulwani S. Automatic generation of alternative starting
    positions for simple traditional board games. In: <i>Proceedings of the Twenty-Ninth
    AAAI Conference on Artificial Intelligence</i>. Vol 2. AAAI Press; 2015:745-752.'
  apa: 'Ahmed, U., Chatterjee, K., &#38; Gulwani, S. (2015). Automatic generation
    of alternative starting positions for simple traditional board games. In <i>Proceedings
    of the Twenty-Ninth AAAI Conference on Artificial Intelligence</i> (Vol. 2, pp.
    745–752). Austin, TX, USA: AAAI Press.'
  chicago: Ahmed, Umair, Krishnendu Chatterjee, and Sumit Gulwani. “Automatic Generation
    of Alternative Starting Positions for Simple Traditional Board Games.” In <i>Proceedings
    of the Twenty-Ninth AAAI Conference on Artificial Intelligence</i>, 2:745–52.
    AAAI Press, 2015.
  ieee: U. Ahmed, K. Chatterjee, and S. Gulwani, “Automatic generation of alternative
    starting positions for simple traditional board games,” in <i>Proceedings of the
    Twenty-Ninth AAAI Conference on Artificial Intelligence</i>, Austin, TX, USA,
    2015, vol. 2, pp. 745–752.
  ista: 'Ahmed U, Chatterjee K, Gulwani S. 2015. Automatic generation of alternative
    starting positions for simple traditional board games. Proceedings of the Twenty-Ninth
    AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence
    vol. 2, 745–752.'
  mla: Ahmed, Umair, et al. “Automatic Generation of Alternative Starting Positions
    for Simple Traditional Board Games.” <i>Proceedings of the Twenty-Ninth AAAI Conference
    on Artificial Intelligence</i>, vol. 2, AAAI Press, 2015, pp. 745–52.
  short: U. Ahmed, K. Chatterjee, S. Gulwani, in:, Proceedings of the Twenty-Ninth
    AAAI Conference on Artificial Intelligence, AAAI Press, 2015, pp. 745–752.
conference:
  end_date: 2015-01-30
  location: Austin, TX, USA
  name: 'AAAI: Conference on Artificial Intelligence'
  start_date: 2015-01-25
date_created: 2018-12-11T11:52:16Z
date_published: 2015-01-01T00:00:00Z
date_updated: 2023-02-23T12:25:07Z
day: '01'
department:
- _id: KrCh
ec_funded: 1
intvolume: '         2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/download/9523/9300
month: '01'
oa: 1
oa_version: None
page: 745 - 752
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'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence
publication_status: published
publisher: AAAI Press
publist_id: '5713'
quality_controlled: '1'
related_material:
  record:
  - id: '5410'
    relation: earlier_version
    status: public
scopus_import: 1
status: public
title: Automatic generation of alternative starting positions for simple traditional
  board games
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 2
year: '2015'
...
---
_id: '1483'
abstract:
- lang: eng
  text: Topological data analysis offers a rich source of valuable information to
    study vision problems. Yet, so far we lack a theoretically sound connection to
    popular kernel-based learning techniques, such as kernel SVMs or kernel PCA. In
    this work, we establish such a connection by designing a multi-scale kernel for
    persistence diagrams, a stable summary representation of topological features
    in data. We show that this kernel is positive definite and prove its stability
    with respect to the 1-Wasserstein distance. Experiments on two benchmark datasets
    for 3D shape classification/retrieval and texture recognition show considerable
    performance gains of the proposed method compared to an alternative approach that
    is based on the recently introduced persistence landscapes.
author:
- first_name: Jan
  full_name: Reininghaus, Jan
  id: 4505473A-F248-11E8-B48F-1D18A9856A87
  last_name: Reininghaus
- first_name: Stefan
  full_name: Huber, Stefan
  id: 4700A070-F248-11E8-B48F-1D18A9856A87
  last_name: Huber
  orcid: 0000-0002-8871-5814
- first_name: Ulrich
  full_name: Bauer, Ulrich
  id: 2ADD483A-F248-11E8-B48F-1D18A9856A87
  last_name: Bauer
  orcid: 0000-0002-9683-0724
- first_name: Roland
  full_name: Kwitt, Roland
  last_name: Kwitt
citation:
  ama: 'Reininghaus J, Huber S, Bauer U, Kwitt R. A stable multi-scale kernel for
    topological machine learning. In: IEEE; 2015:4741-4748. doi:<a href="https://doi.org/10.1109/CVPR.2015.7299106">10.1109/CVPR.2015.7299106</a>'
  apa: 'Reininghaus, J., Huber, S., Bauer, U., &#38; Kwitt, R. (2015). A stable multi-scale
    kernel for topological machine learning (pp. 4741–4748). Presented at the CVPR:
    Computer Vision and Pattern Recognition, Boston, MA, USA: IEEE. <a href="https://doi.org/10.1109/CVPR.2015.7299106">https://doi.org/10.1109/CVPR.2015.7299106</a>'
  chicago: Reininghaus, Jan, Stefan Huber, Ulrich Bauer, and Roland Kwitt. “A Stable
    Multi-Scale Kernel for Topological Machine Learning,” 4741–48. IEEE, 2015. <a
    href="https://doi.org/10.1109/CVPR.2015.7299106">https://doi.org/10.1109/CVPR.2015.7299106</a>.
  ieee: 'J. Reininghaus, S. Huber, U. Bauer, and R. Kwitt, “A stable multi-scale kernel
    for topological machine learning,” presented at the CVPR: Computer Vision and
    Pattern Recognition, Boston, MA, USA, 2015, pp. 4741–4748.'
  ista: 'Reininghaus J, Huber S, Bauer U, Kwitt R. 2015. A stable multi-scale kernel
    for topological machine learning. CVPR: Computer Vision and Pattern Recognition,
    4741–4748.'
  mla: Reininghaus, Jan, et al. <i>A Stable Multi-Scale Kernel for Topological Machine
    Learning</i>. IEEE, 2015, pp. 4741–48, doi:<a href="https://doi.org/10.1109/CVPR.2015.7299106">10.1109/CVPR.2015.7299106</a>.
  short: J. Reininghaus, S. Huber, U. Bauer, R. Kwitt, in:, IEEE, 2015, pp. 4741–4748.
conference:
  end_date: 2015-06-12
  location: Boston, MA, USA
  name: 'CVPR: Computer Vision and Pattern Recognition'
  start_date: 2015-06-07
date_created: 2018-12-11T11:52:17Z
date_published: 2015-10-14T00:00:00Z
date_updated: 2021-01-12T06:51:03Z
day: '14'
department:
- _id: HeEd
doi: 10.1109/CVPR.2015.7299106
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1412.6821
month: '10'
oa: 1
oa_version: Preprint
page: 4741 - 4748
publication_identifier:
  eisbn:
  - '978-1-4673-6964-0 '
publication_status: published
publisher: IEEE
publist_id: '5709'
scopus_import: 1
status: public
title: A stable multi-scale kernel for topological machine learning
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '1495'
abstract:
- lang: eng
  text: 'Motivated by biological questions, we study configurations of equal-sized
    disks in the Euclidean plane that neither pack nor cover. Measuring the quality
    by the probability that a random point lies in exactly one disk, we show that
    the regular hexagonal grid gives the maximum among lattice configurations. '
author:
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
- first_name: Mabel
  full_name: Iglesias Ham, Mabel
  id: 41B58C0C-F248-11E8-B48F-1D18A9856A87
  last_name: Iglesias Ham
- first_name: Vitaliy
  full_name: Kurlin, Vitaliy
  last_name: Kurlin
citation:
  ama: 'Edelsbrunner H, Iglesias Ham M, Kurlin V. Relaxed disk packing. In: <i>Proceedings
    of the 27th Canadian Conference on Computational Geometry</i>. Vol 2015-August.
    Queen’s University; 2015:128-135.'
  apa: 'Edelsbrunner, H., Iglesias Ham, M., &#38; Kurlin, V. (2015). Relaxed disk
    packing. In <i>Proceedings of the 27th Canadian Conference on Computational Geometry</i>
    (Vol. 2015–August, pp. 128–135). Ontario, Canada: Queen’s University.'
  chicago: Edelsbrunner, Herbert, Mabel Iglesias Ham, and Vitaliy Kurlin. “Relaxed
    Disk Packing.” In <i>Proceedings of the 27th Canadian Conference on Computational
    Geometry</i>, 2015–August:128–35. Queen’s University, 2015.
  ieee: H. Edelsbrunner, M. Iglesias Ham, and V. Kurlin, “Relaxed disk packing,” in
    <i>Proceedings of the 27th Canadian Conference on Computational Geometry</i>,
    Ontario, Canada, 2015, vol. 2015–August, pp. 128–135.
  ista: 'Edelsbrunner H, Iglesias Ham M, Kurlin V. 2015. Relaxed disk packing. Proceedings
    of the 27th Canadian Conference on Computational Geometry. CCCG: Canadian Conference
    on Computational Geometry vol. 2015–August, 128–135.'
  mla: Edelsbrunner, Herbert, et al. “Relaxed Disk Packing.” <i>Proceedings of the
    27th Canadian Conference on Computational Geometry</i>, vol. 2015–August, Queen’s
    University, 2015, pp. 128–35.
  short: H. Edelsbrunner, M. Iglesias Ham, V. Kurlin, in:, Proceedings of the 27th
    Canadian Conference on Computational Geometry, Queen’s University, 2015, pp. 128–135.
conference:
  end_date: 2015-08-12
  location: Ontario, Canada
  name: 'CCCG: Canadian Conference on Computational Geometry'
  start_date: 2015-08-10
date_created: 2018-12-11T11:52:21Z
date_published: 2015-08-01T00:00:00Z
date_updated: 2021-01-12T06:51:09Z
day: '01'
department:
- _id: HeEd
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1505.03402
month: '08'
oa: 1
oa_version: Submitted Version
page: 128-135
project:
- _id: 255D761E-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '318493'
  name: Topological Complex Systems
publication: Proceedings of the 27th Canadian Conference on Computational Geometry
publication_status: published
publisher: Queen's University
publist_id: '5684'
quality_controlled: '1'
scopus_import: 1
status: public
title: Relaxed disk packing
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 2015-August
year: '2015'
...
---
_id: '1497'
abstract:
- lang: eng
  text: Detecting allelic biases from high-throughput sequencing data requires an
    approach that maximises sensitivity while minimizing false positives. Here, we
    present Allelome.PRO, an automated user-friendly bioinformatics pipeline, which
    uses high-throughput sequencing data from reciprocal crosses of two genetically
    distinct mouse strains to detect allele-specific expression and chromatin modifications.
    Allelome.PRO extends approaches used in previous studies that exclusively analyzed
    imprinted expression to give a complete picture of the ‘allelome’ by automatically
    categorising the allelic expression of all genes in a given cell type into imprinted,
    strain-biased, biallelic or non-informative. Allelome.PRO offers increased sensitivity
    to analyze lowly expressed transcripts, together with a robust false discovery
    rate empirically calculated from variation in the sequencing data. We used RNA-seq
    data from mouse embryonic fibroblasts from F1 reciprocal crosses to determine
    a biologically relevant allelic ratio cutoff, and define for the first time an
    entire allelome. Furthermore, we show that Allelome.PRO detects differential enrichment
    of H3K4me3 over promoters from ChIP-seq data validating the RNA-seq results. This
    approach can be easily extended to analyze histone marks of active enhancers,
    or transcription factor binding sites and therefore provides a powerful tool to
    identify candidate cis regulatory elements genome wide.
acknowledgement: "Austrian Science Fund [FWF P25185-B22, FWF F4302- B09, FWFW1207-B09].
  Funding for open access charge: Austrian Science Fund.\r\nWe thank Florian Breitwieser
  for advice during the early stages of this project. High-throughput sequencing was
  conducted by the Biomedical Sequencing Facility (BSF) at CeMM in Vienna."
article_number: e146
author:
- first_name: Daniel
  full_name: Andergassen, Daniel
  last_name: Andergassen
- first_name: Christoph
  full_name: Dotter, Christoph
  id: 4C66542E-F248-11E8-B48F-1D18A9856A87
  last_name: Dotter
- first_name: Tomasz
  full_name: Kulinski, Tomasz
  last_name: Kulinski
- first_name: Philipp
  full_name: Guenzl, Philipp
  last_name: Guenzl
- first_name: Philipp
  full_name: Bammer, Philipp
  last_name: Bammer
- first_name: Denise
  full_name: Barlow, Denise
  last_name: Barlow
- first_name: Florian
  full_name: Pauler, Florian
  last_name: Pauler
- first_name: Quanah
  full_name: Hudson, Quanah
  last_name: Hudson
citation:
  ama: Andergassen D, Dotter C, Kulinski T, et al. Allelome.PRO, a pipeline to define
    allele-specific genomic features from high-throughput sequencing data. <i>Nucleic
    Acids Research</i>. 2015;43(21). doi:<a href="https://doi.org/10.1093/nar/gkv727">10.1093/nar/gkv727</a>
  apa: Andergassen, D., Dotter, C., Kulinski, T., Guenzl, P., Bammer, P., Barlow,
    D., … Hudson, Q. (2015). Allelome.PRO, a pipeline to define allele-specific genomic
    features from high-throughput sequencing data. <i>Nucleic Acids Research</i>.
    Oxford University Press. <a href="https://doi.org/10.1093/nar/gkv727">https://doi.org/10.1093/nar/gkv727</a>
  chicago: Andergassen, Daniel, Christoph Dotter, Tomasz Kulinski, Philipp Guenzl,
    Philipp Bammer, Denise Barlow, Florian Pauler, and Quanah Hudson. “Allelome.PRO,
    a Pipeline to Define Allele-Specific Genomic Features from High-Throughput Sequencing
    Data.” <i>Nucleic Acids Research</i>. Oxford University Press, 2015. <a href="https://doi.org/10.1093/nar/gkv727">https://doi.org/10.1093/nar/gkv727</a>.
  ieee: D. Andergassen <i>et al.</i>, “Allelome.PRO, a pipeline to define allele-specific
    genomic features from high-throughput sequencing data,” <i>Nucleic Acids Research</i>,
    vol. 43, no. 21. Oxford University Press, 2015.
  ista: Andergassen D, Dotter C, Kulinski T, Guenzl P, Bammer P, Barlow D, Pauler
    F, Hudson Q. 2015. Allelome.PRO, a pipeline to define allele-specific genomic
    features from high-throughput sequencing data. Nucleic Acids Research. 43(21),
    e146.
  mla: Andergassen, Daniel, et al. “Allelome.PRO, a Pipeline to Define Allele-Specific
    Genomic Features from High-Throughput Sequencing Data.” <i>Nucleic Acids Research</i>,
    vol. 43, no. 21, e146, Oxford University Press, 2015, doi:<a href="https://doi.org/10.1093/nar/gkv727">10.1093/nar/gkv727</a>.
  short: D. Andergassen, C. Dotter, T. Kulinski, P. Guenzl, P. Bammer, D. Barlow,
    F. Pauler, Q. Hudson, Nucleic Acids Research 43 (2015).
date_created: 2018-12-11T11:52:22Z
date_published: 2015-07-21T00:00:00Z
date_updated: 2021-01-12T06:51:09Z
day: '21'
ddc:
- '570'
department:
- _id: GaNo
doi: 10.1093/nar/gkv727
file:
- access_level: open_access
  checksum: 385b83854fd0eb2e4f386867da2823e2
  content_type: application/pdf
  creator: dernst
  date_created: 2018-12-20T14:18:57Z
  date_updated: 2020-07-14T12:44:58Z
  file_id: '5768'
  file_name: 2015_NucleicAcidsRes_Andergassen.pdf
  file_size: 6863297
  relation: main_file
file_date_updated: 2020-07-14T12:44:58Z
has_accepted_license: '1'
intvolume: '        43'
issue: '21'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
publication: Nucleic Acids Research
publication_status: published
publisher: Oxford University Press
publist_id: '5682'
quality_controlled: '1'
scopus_import: 1
status: public
title: Allelome.PRO, a pipeline to define allele-specific genomic features from high-throughput
  sequencing data
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: 43
year: '2015'
...
---
_id: '1498'
abstract:
- lang: eng
  text: Fault-tolerant distributed algorithms play an important role in many critical/high-availability
    applications. These algorithms are notoriously difficult to implement correctly,
    due to asynchronous communication and the occurrence of faults, such as the network
    dropping messages or computers crashing. Nonetheless there is surprisingly little
    language and verification support to build distributed systems based on fault-tolerant
    algorithms. In this paper, we present some of the challenges that a designer has
    to overcome to implement a fault-tolerant distributed system. Then we review different
    models that have been proposed to reason about distributed algorithms and sketch
    how such a model can form the basis for a domain-specific programming language.
    Adopting a high-level programming model can simplify the programmer's life and
    make the code amenable to automated verification, while still compiling to efficiently
    executable code. We conclude by summarizing the current status of an ongoing language
    design and implementation project that is based on this idea.
alternative_title:
- LIPIcs
author:
- first_name: Cezara
  full_name: Dragoi, Cezara
  id: 2B2B5ED0-F248-11E8-B48F-1D18A9856A87
  last_name: Dragoi
- 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: Damien
  full_name: Zufferey, Damien
  id: 4397AC76-F248-11E8-B48F-1D18A9856A87
  last_name: Zufferey
  orcid: 0000-0002-3197-8736
citation:
  ama: Dragoi C, Henzinger TA, Zufferey D. The need for language support for fault-tolerant
    distributed systems. 2015;32:90-102. doi:<a href="https://doi.org/10.4230/LIPIcs.SNAPL.2015.90">10.4230/LIPIcs.SNAPL.2015.90</a>
  apa: 'Dragoi, C., Henzinger, T. A., &#38; Zufferey, D. (2015). The need for language
    support for fault-tolerant distributed systems. Presented at the SNAPL: Summit
    oN Advances in Programming Languages, Asilomar, CA, United States: Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.SNAPL.2015.90">https://doi.org/10.4230/LIPIcs.SNAPL.2015.90</a>'
  chicago: Dragoi, Cezara, Thomas A Henzinger, and Damien Zufferey. “The Need for
    Language Support for Fault-Tolerant Distributed Systems.” Leibniz International
    Proceedings in Informatics. Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2015. <a href="https://doi.org/10.4230/LIPIcs.SNAPL.2015.90">https://doi.org/10.4230/LIPIcs.SNAPL.2015.90</a>.
  ieee: C. Dragoi, T. A. Henzinger, and D. Zufferey, “The need for language support
    for fault-tolerant distributed systems,” vol. 32. Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, pp. 90–102, 2015.
  ista: Dragoi C, Henzinger TA, Zufferey D. 2015. The need for language support for
    fault-tolerant distributed systems. 32, 90–102.
  mla: Dragoi, Cezara, et al. <i>The Need for Language Support for Fault-Tolerant
    Distributed Systems</i>. Vol. 32, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2015, pp. 90–102, doi:<a href="https://doi.org/10.4230/LIPIcs.SNAPL.2015.90">10.4230/LIPIcs.SNAPL.2015.90</a>.
  short: C. Dragoi, T.A. Henzinger, D. Zufferey, 32 (2015) 90–102.
conference:
  end_date: 2015-05-06
  location: Asilomar, CA, United States
  name: 'SNAPL: Summit oN Advances in Programming Languages'
  start_date: 2015-05-03
date_created: 2018-12-11T11:52:22Z
date_published: 2015-01-01T00:00:00Z
date_updated: 2020-08-11T10:09:14Z
day: '01'
ddc:
- '005'
department:
- _id: ToHe
doi: 10.4230/LIPIcs.SNAPL.2015.90
ec_funded: 1
file:
- access_level: open_access
  checksum: cf5e94baa89a2dc4c5de01abc676eda8
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:14:02Z
  date_updated: 2020-07-14T12:44:58Z
  file_id: '5050'
  file_name: IST-2016-499-v1+1_9.pdf
  file_size: 489362
  relation: main_file
file_date_updated: 2020-07-14T12:44:58Z
has_accepted_license: '1'
intvolume: '        32'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 90 - 102
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
publication_identifier:
  isbn:
  - '978-3-939897-80-4 '
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '5681'
pubrep_id: '499'
quality_controlled: '1'
scopus_import: 1
series_title: Leibniz International Proceedings in Informatics
status: public
title: The need for language support for fault-tolerant distributed systems
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: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 32
year: '2015'
...
---
_id: '1499'
abstract:
- lang: eng
  text: "We consider weighted automata with both positive and negative integer weights
    on edges and\r\nstudy the problem of synchronization using adaptive strategies
    that may only observe whether\r\nthe current weight-level is negative or nonnegative.
    We show that the synchronization problem is decidable in polynomial time for deterministic
    weighted automata."
acknowledgement: "The research leading to these results has received funding from
  the European Union Seventh Framework Programme (FP7/2007-2013) under grant agreement
  601148 (CASSTING), EU FP7 FET project SENSATION, Sino-Danish Basic Research Center
  IDAE4CPS, the European Research Council (ERC) under grant agreement 267989 (QUAREM),
  the Austrian Science Fund (FWF) project S11402-N23 (RiSE) and Z211-N23 (Wittgenstein
  Award), the Czech Science Foundation under grant agreement P202/12/G061, and People
  Programme (Marie Curie Actions) of the European Union’s Seventh Framework\r\nProgramme
  (FP7/2007-2013) REA Grant No 291734."
alternative_title:
- LIPIcs
author:
- first_name: Jan
  full_name: Kretinsky, Jan
  id: 44CEF464-F248-11E8-B48F-1D18A9856A87
  last_name: Kretinsky
  orcid: 0000-0002-8122-2881
- first_name: Kim
  full_name: Larsen, Kim
  last_name: Larsen
- first_name: Simon
  full_name: Laursen, Simon
  last_name: Laursen
- first_name: Jiří
  full_name: Srba, Jiří
  last_name: Srba
citation:
  ama: 'Kretinsky J, Larsen K, Laursen S, Srba J. Polynomial time decidability of
    weighted synchronization under partial observability. In: Vol 42. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik; 2015:142-154. doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2015.142">10.4230/LIPIcs.CONCUR.2015.142</a>'
  apa: 'Kretinsky, J., Larsen, K., Laursen, S., &#38; Srba, J. (2015). Polynomial
    time decidability of weighted synchronization under partial observability (Vol.
    42, pp. 142–154). Presented at the CONCUR: Concurrency Theory, Madrid, Spain:
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2015.142">https://doi.org/10.4230/LIPIcs.CONCUR.2015.142</a>'
  chicago: Kretinsky, Jan, Kim Larsen, Simon Laursen, and Jiří Srba. “Polynomial Time
    Decidability of Weighted Synchronization under Partial Observability,” 42:142–54.
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2015. <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2015.142">https://doi.org/10.4230/LIPIcs.CONCUR.2015.142</a>.
  ieee: 'J. Kretinsky, K. Larsen, S. Laursen, and J. Srba, “Polynomial time decidability
    of weighted synchronization under partial observability,” presented at the CONCUR:
    Concurrency Theory, Madrid, Spain, 2015, vol. 42, pp. 142–154.'
  ista: 'Kretinsky J, Larsen K, Laursen S, Srba J. 2015. Polynomial time decidability
    of weighted synchronization under partial observability. CONCUR: Concurrency Theory,
    LIPIcs, vol. 42, 142–154.'
  mla: Kretinsky, Jan, et al. <i>Polynomial Time Decidability of Weighted Synchronization
    under Partial Observability</i>. Vol. 42, Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik, 2015, pp. 142–54, doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2015.142">10.4230/LIPIcs.CONCUR.2015.142</a>.
  short: J. Kretinsky, K. Larsen, S. Laursen, J. Srba, in:, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2015, pp. 142–154.
conference:
  end_date: 2015-09-04
  location: Madrid, Spain
  name: 'CONCUR: Concurrency Theory'
  start_date: 2015-09-01
date_created: 2018-12-11T11:52:22Z
date_published: 2015-01-01T00:00:00Z
date_updated: 2021-01-12T06:51:10Z
day: '01'
ddc:
- '000'
- '003'
department:
- _id: ToHe
- _id: KrCh
doi: 10.4230/LIPIcs.CONCUR.2015.142
ec_funded: 1
file:
- access_level: open_access
  checksum: 49eb5021caafaabe5356c65b9c5f8c9c
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:08:12Z
  date_updated: 2020-07-14T12:44:58Z
  file_id: '4672'
  file_name: IST-2016-498-v1+1_32.pdf
  file_size: 623563
  relation: main_file
file_date_updated: 2020-07-14T12:44:58Z
has_accepted_license: '1'
intvolume: '        42'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 142 - 154
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _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: The Wittgenstein Prize
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '5680'
pubrep_id: '498'
quality_controlled: '1'
scopus_import: 1
status: public
title: Polynomial time decidability of weighted synchronization under partial observability
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: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 42
year: '2015'
...
---
_id: '1500'
abstract:
- lang: eng
  text: In this poster, we present methods for randomly generating hybrid automata
    with affine differential equations, invariants, guards, and assignments. Selecting
    an arbitrary affine function from the set of all affine functions results in a
    low likelihood of generating hybrid automata with diverse and interesting behaviors,
    as there are an uncountable number of elements in the set of all affine functions.
    Instead, we partition the set of all affine functions into potentially interesting
    classes and randomly select elements from these classes. For example, we partition
    the set of all affine differential equations by using restrictions on eigenvalues
    such as those that yield stable, unstable, etc. equilibrium points. We partition
    the components describing discrete behavior (guards, assignments, and invariants)
    to allow either time-dependent or state-dependent switching, and in particular
    provide the ability to generate subclasses of piecewise-affine hybrid automata.
    Our preliminary experimental results with a prototype tool called HyRG (Hybrid
    Random Generator) illustrate the feasibility of this generation method to automatically
    create standard hybrid automaton examples like the bouncing ball and thermostat.
alternative_title:
- '18th ACM International Conference on Hybrid Systems: Computation and Control, HSCC
  2015'
author:
- first_name: Luan
  full_name: Nguyen, Luan V
  last_name: Nguyen
- first_name: Christian
  full_name: Christian Schilling
  id: 3A2F4DCE-F248-11E8-B48F-1D18A9856A87
  last_name: Schilling
  orcid: 0000-0003-3658-1065
- first_name: Sergiy
  full_name: Sergiy Bogomolov
  id: 369D9A44-F248-11E8-B48F-1D18A9856A87
  last_name: Bogomolov
  orcid: 0000-0002-0686-0365
- first_name: Taylor
  full_name: Johnson, Taylor T
  last_name: Johnson
citation:
  ama: 'Nguyen L, Schilling C, Bogomolov S, Johnson T. <i>Poster: HyRG: A Random Generation
    Tool for Affine Hybrid Automata</i>. Springer; 2015:289-290. doi:<a href="https://doi.org/10.1145/2728606.2728650">10.1145/2728606.2728650</a>'
  apa: 'Nguyen, L., Schilling, C., Bogomolov, S., &#38; Johnson, T. (2015). <i>Poster:
    HyRG: A random generation tool for affine hybrid automata</i>. <i>HSCC: Hybrid
    Systems - Computation and Control</i> (pp. 289–290). Springer. <a href="https://doi.org/10.1145/2728606.2728650">https://doi.org/10.1145/2728606.2728650</a>'
  chicago: 'Nguyen, Luan, Christian Schilling, Sergiy Bogomolov, and Taylor Johnson.
    <i>Poster: HyRG: A Random Generation Tool for Affine Hybrid Automata</i>. <i>HSCC:
    Hybrid Systems - Computation and Control</i>. Springer, 2015. <a href="https://doi.org/10.1145/2728606.2728650">https://doi.org/10.1145/2728606.2728650</a>.'
  ieee: 'L. Nguyen, C. Schilling, S. Bogomolov, and T. Johnson, <i>Poster: HyRG: A
    random generation tool for affine hybrid automata</i>. Springer, 2015, pp. 289–290.'
  ista: 'Nguyen L, Schilling C, Bogomolov S, Johnson T. 2015. Poster: HyRG: A random
    generation tool for affine hybrid automata, Springer,p.'
  mla: 'Nguyen, Luan, et al. “Poster: HyRG: A Random Generation Tool for Affine Hybrid
    Automata.” <i>HSCC: Hybrid Systems - Computation and Control</i>, Springer, 2015,
    pp. 289–90, doi:<a href="https://doi.org/10.1145/2728606.2728650">10.1145/2728606.2728650</a>.'
  short: 'L. Nguyen, C. Schilling, S. Bogomolov, T. Johnson, Poster: HyRG: A Random
    Generation Tool for Affine Hybrid Automata, Springer, 2015.'
date_created: 2018-12-11T11:52:23Z
date_published: 2015-04-14T00:00:00Z
date_updated: 2019-04-26T07:22:03Z
day: '14'
doi: 10.1145/2728606.2728650
extern: 1
month: '04'
page: 289 - 290
publication: 'HSCC: Hybrid Systems - Computation and Control'
publication_status: published
publisher: Springer
publist_id: '5678'
quality_controlled: 0
status: public
title: 'Poster: HyRG: A random generation tool for affine hybrid automata'
type: conference_poster
year: '2015'
...
---
_id: '1501'
abstract:
- lang: eng
  text: 'We consider Markov decision processes (MDPs) which are a standard model for
    probabilistic systems. We focus on qualitative properties for MDPs that can express
    that desired behaviors of the system arise almost-surely (with probability 1)
    or with positive probability. We introduce a new simulation relation to capture
    the refinement relation of MDPs with respect to qualitative properties, and present
    discrete graph algorithms with quadratic complexity to compute the simulation
    relation. We present an automated technique for assume-guarantee style reasoning
    for compositional analysis of two-player games by giving a counterexample guided
    abstraction-refinement approach to compute our new simulation relation. We show
    a tight link between two-player games and MDPs, and as a consequence the results
    for games are lifted to MDPs with qualitative properties. We have implemented
    our algorithms and show that the compositional analysis leads to significant improvements. '
acknowledgement: 'The research was partly supported by Austrian Science Fund (FWF)
  Grant No. P23499- N23, FWF NFN Grant No. S11407-N23, FWF Grant S11403-N23 (RiSE),
  and FWF Grant Z211-N23 (Wittgenstein Award), ERC Start Grant (279307: Graph Games),
  Microsoft faculty fellows award, the ERC Advanced Grant QUAREM (Quantitative Reactive
  Modeling).'
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Chmelik, Martin
  id: 3624234E-F248-11E8-B48F-1D18A9856A87
  last_name: Chmelik
- first_name: Przemyslaw
  full_name: Daca, Przemyslaw
  id: 49351290-F248-11E8-B48F-1D18A9856A87
  last_name: Daca
citation:
  ama: Chatterjee K, Chmelik M, Daca P. CEGAR for compositional analysis of qualitative
    properties in Markov decision processes. <i>Formal Methods in System Design</i>.
    2015;47(2):230-264. doi:<a href="https://doi.org/10.1007/s10703-015-0235-2">10.1007/s10703-015-0235-2</a>
  apa: Chatterjee, K., Chmelik, M., &#38; Daca, P. (2015). CEGAR for compositional
    analysis of qualitative properties in Markov decision processes. <i>Formal Methods
    in System Design</i>. Springer. <a href="https://doi.org/10.1007/s10703-015-0235-2">https://doi.org/10.1007/s10703-015-0235-2</a>
  chicago: Chatterjee, Krishnendu, Martin Chmelik, and Przemyslaw Daca. “CEGAR for
    Compositional Analysis of Qualitative Properties in Markov Decision Processes.”
    <i>Formal Methods in System Design</i>. Springer, 2015. <a href="https://doi.org/10.1007/s10703-015-0235-2">https://doi.org/10.1007/s10703-015-0235-2</a>.
  ieee: K. Chatterjee, M. Chmelik, and P. Daca, “CEGAR for compositional analysis
    of qualitative properties in Markov decision processes,” <i>Formal Methods in
    System Design</i>, vol. 47, no. 2. Springer, pp. 230–264, 2015.
  ista: Chatterjee K, Chmelik M, Daca P. 2015. CEGAR for compositional analysis of
    qualitative properties in Markov decision processes. Formal Methods in System
    Design. 47(2), 230–264.
  mla: Chatterjee, Krishnendu, et al. “CEGAR for Compositional Analysis of Qualitative
    Properties in Markov Decision Processes.” <i>Formal Methods in System Design</i>,
    vol. 47, no. 2, Springer, 2015, pp. 230–64, doi:<a href="https://doi.org/10.1007/s10703-015-0235-2">10.1007/s10703-015-0235-2</a>.
  short: K. Chatterjee, M. Chmelik, P. Daca, Formal Methods in System Design 47 (2015)
    230–264.
date_created: 2018-12-11T11:52:23Z
date_published: 2015-10-01T00:00:00Z
date_updated: 2023-09-07T11:58:33Z
day: '01'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1007/s10703-015-0235-2
ec_funded: 1
intvolume: '        47'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1405.0835
month: '10'
oa: 1
oa_version: Preprint
page: 230 - 264
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'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
publication: Formal Methods in System Design
publication_status: published
publisher: Springer
publist_id: '5677'
quality_controlled: '1'
related_material:
  record:
  - id: '1155'
    relation: dissertation_contains
    status: public
scopus_import: 1
status: public
title: CEGAR for compositional analysis of qualitative properties in Markov decision
  processes
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 47
year: '2015'
...
---
_id: '1502'
abstract:
- lang: eng
  text: We extend the theory of input-output conformance with operators for merge
    and quotient. The former is useful when testing against multiple requirements
    or views. The latter can be used to generate tests for patches of an already tested
    system. Both operators can combine systems with different action alphabets, which
    is usually the case when constructing complex systems and specifications from
    parts, for instance different views as well as newly defined functionality of
    a~previous version of the system.
acknowledgement: "This research was funded in part by the European Research Council
  (ERC) under grant agreement 267989 (QUAREM), by the Austrian Science Fund (FWF)
  projects S11402-N23(RiSE) and Z211-N23 (Wittgestein Award), by People Programme
  (Marie Curie Actions) of the European Union's Seventh Framework Programme (FP7/2007-2013)
  under REA grant agreement 291734, and by the ARTEMIS JU under grant agreement 295373
  (nSafeCer).  Jan Křetínský has been partially supported by the Czech Science Foundation,
  grant No.  P202/12/G061.  Nikola Beneš has been supported by the\r\nMEYS project
  No. CZ.1.07/2.3.00/30.0009 Employment of Newly Graduated Doctors of Science for
  Scientific Excellence."
alternative_title:
- 'Proceedings of the 18th International ACM SIGSOFT Symposium on Component-Based
  Software Engineering '
author:
- first_name: Nikola
  full_name: Beneš, Nikola
  last_name: Beneš
- first_name: Przemyslaw
  full_name: Daca, Przemyslaw
  id: 49351290-F248-11E8-B48F-1D18A9856A87
  last_name: Daca
- 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: Jan
  full_name: Kretinsky, Jan
  id: 44CEF464-F248-11E8-B48F-1D18A9856A87
  last_name: Kretinsky
  orcid: 0000-0002-8122-2881
- first_name: Dejan
  full_name: Nickovic, Dejan
  last_name: Nickovic
citation:
  ama: 'Beneš N, Daca P, Henzinger TA, Kretinsky J, Nickovic D. Complete composition
    operators for IOCO-testing theory. In: ACM; 2015:101-110. doi:<a href="https://doi.org/10.1145/2737166.2737175">10.1145/2737166.2737175</a>'
  apa: 'Beneš, N., Daca, P., Henzinger, T. A., Kretinsky, J., &#38; Nickovic, D. (2015).
    Complete composition operators for IOCO-testing theory (pp. 101–110). Presented
    at the CBSE: Component-Based Software Engineering , Montreal, QC, Canada: ACM.
    <a href="https://doi.org/10.1145/2737166.2737175">https://doi.org/10.1145/2737166.2737175</a>'
  chicago: Beneš, Nikola, Przemyslaw Daca, Thomas A Henzinger, Jan Kretinsky, and
    Dejan Nickovic. “Complete Composition Operators for IOCO-Testing Theory,” 101–10.
    ACM, 2015. <a href="https://doi.org/10.1145/2737166.2737175">https://doi.org/10.1145/2737166.2737175</a>.
  ieee: 'N. Beneš, P. Daca, T. A. Henzinger, J. Kretinsky, and D. Nickovic, “Complete
    composition operators for IOCO-testing theory,” presented at the CBSE: Component-Based
    Software Engineering , Montreal, QC, Canada, 2015, pp. 101–110.'
  ista: 'Beneš N, Daca P, Henzinger TA, Kretinsky J, Nickovic D. 2015. Complete composition
    operators for IOCO-testing theory. CBSE: Component-Based Software Engineering
    , Proceedings of the 18th International ACM SIGSOFT Symposium on Component-Based
    Software Engineering , , 101–110.'
  mla: Beneš, Nikola, et al. <i>Complete Composition Operators for IOCO-Testing Theory</i>.
    ACM, 2015, pp. 101–10, doi:<a href="https://doi.org/10.1145/2737166.2737175">10.1145/2737166.2737175</a>.
  short: N. Beneš, P. Daca, T.A. Henzinger, J. Kretinsky, D. Nickovic, in:, ACM, 2015,
    pp. 101–110.
conference:
  end_date: 2015-05-08
  location: Montreal, QC, Canada
  name: 'CBSE: Component-Based Software Engineering '
  start_date: 2015-05-04
date_created: 2018-12-11T11:52:24Z
date_published: 2015-05-01T00:00:00Z
date_updated: 2023-09-07T11:58:33Z
day: '01'
ddc:
- '000'
department:
- _id: ToHe
- _id: KrCh
doi: 10.1145/2737166.2737175
ec_funded: 1
file:
- access_level: open_access
  checksum: c6ce681035c163a158751f240cb7d389
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:17:46Z
  date_updated: 2020-07-14T12:44:59Z
  file_id: '5303'
  file_name: IST-2016-625-v1+1_conf-cbse-BenesDHKN15.pdf
  file_size: 467561
  relation: main_file
file_date_updated: 2020-07-14T12:44:59Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Submitted Version
page: 101 - 110
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _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: The Wittgenstein Prize
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication_identifier:
  isbn:
  - 978-1-4503-3471-6
publication_status: published
publisher: ACM
publist_id: '5676'
pubrep_id: '625'
quality_controlled: '1'
related_material:
  record:
  - id: '1155'
    relation: dissertation_contains
    status: public
scopus_import: 1
status: public
title: Complete composition operators for IOCO-testing theory
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '1503'
abstract:
- lang: eng
  text: A Herman-Avila-Bochi type formula is obtained for the average sum of the top
    d Lyapunov exponents over a one-parameter family of double-struck G-cocycles,
    where double-struck G is the group that leaves a certain, non-degenerate Hermitian
    form of signature (c, d) invariant. The generic example of such a group is the
    pseudo-unitary group U(c, d) or, in the case c = d, the Hermitian-symplectic group
    HSp(2d) which naturally appears for cocycles related to Schrödinger operators.
    In the case d = 1, the formula for HSp(2d) cocycles reduces to the Herman-Avila-Bochi
    formula for SL(2, ℝ) cocycles.
author:
- first_name: Christian
  full_name: Sadel, Christian
  id: 4760E9F8-F248-11E8-B48F-1D18A9856A87
  last_name: Sadel
  orcid: 0000-0001-8255-3968
citation:
  ama: Sadel C. A Herman-Avila-Bochi formula for higher-dimensional pseudo-unitary
    and Hermitian-symplectic-cocycles. <i>Ergodic Theory and Dynamical Systems</i>.
    2015;35(5):1582-1591. doi:<a href="https://doi.org/10.1017/etds.2013.103">10.1017/etds.2013.103</a>
  apa: Sadel, C. (2015). A Herman-Avila-Bochi formula for higher-dimensional pseudo-unitary
    and Hermitian-symplectic-cocycles. <i>Ergodic Theory and Dynamical Systems</i>.
    Cambridge University Press. <a href="https://doi.org/10.1017/etds.2013.103">https://doi.org/10.1017/etds.2013.103</a>
  chicago: Sadel, Christian. “A Herman-Avila-Bochi Formula for Higher-Dimensional
    Pseudo-Unitary and Hermitian-Symplectic-Cocycles.” <i>Ergodic Theory and Dynamical
    Systems</i>. Cambridge University Press, 2015. <a href="https://doi.org/10.1017/etds.2013.103">https://doi.org/10.1017/etds.2013.103</a>.
  ieee: C. Sadel, “A Herman-Avila-Bochi formula for higher-dimensional pseudo-unitary
    and Hermitian-symplectic-cocycles,” <i>Ergodic Theory and Dynamical Systems</i>,
    vol. 35, no. 5. Cambridge University Press, pp. 1582–1591, 2015.
  ista: Sadel C. 2015. A Herman-Avila-Bochi formula for higher-dimensional pseudo-unitary
    and Hermitian-symplectic-cocycles. Ergodic Theory and Dynamical Systems. 35(5),
    1582–1591.
  mla: Sadel, Christian. “A Herman-Avila-Bochi Formula for Higher-Dimensional Pseudo-Unitary
    and Hermitian-Symplectic-Cocycles.” <i>Ergodic Theory and Dynamical Systems</i>,
    vol. 35, no. 5, Cambridge University Press, 2015, pp. 1582–91, doi:<a href="https://doi.org/10.1017/etds.2013.103">10.1017/etds.2013.103</a>.
  short: C. Sadel, Ergodic Theory and Dynamical Systems 35 (2015) 1582–1591.
date_created: 2018-12-11T11:52:24Z
date_published: 2015-03-14T00:00:00Z
date_updated: 2021-01-12T06:51:13Z
day: '14'
doi: 10.1017/etds.2013.103
extern: '1'
intvolume: '        35'
issue: '5'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1307.8414
month: '03'
oa: 1
oa_version: Preprint
page: 1582 - 1591
publication: Ergodic Theory and Dynamical Systems
publication_status: published
publisher: Cambridge University Press
publist_id: '5675'
quality_controlled: '1'
status: public
title: A Herman-Avila-Bochi formula for higher-dimensional pseudo-unitary and Hermitian-symplectic-cocycles
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 35
year: '2015'
...
---
_id: '1504'
abstract:
- lang: eng
  text: Let Q = (Q1, . . . , Qn) be a random vector drawn from the uniform distribution
    on the set of all n! permutations of {1, 2, . . . , n}. Let Z = (Z1, . . . , Zn),
    where Zj is the mean zero variance one random variable obtained by centralizing
    and normalizing Qj , j = 1, . . . , n. Assume that Xi , i = 1, . . . ,p are i.i.d.
    copies of 1/√ p Z and X = Xp,n is the p × n random matrix with Xi as its ith row.
    Then Sn = XX is called the p × n Spearman's rank correlation matrix which can
    be regarded as a high dimensional extension of the classical nonparametric statistic
    Spearman's rank correlation coefficient between two independent random variables.
    In this paper, we establish a CLT for the linear spectral statistics of this nonparametric
    random matrix model in the scenario of high dimension, namely, p = p(n) and p/n→c
    ∈ (0,∞) as n→∞.We propose a novel evaluation scheme to estimate the core quantity
    in Anderson and Zeitouni's cumulant method in [Ann. Statist. 36 (2008) 2553-2576]
    to bypass the so-called joint cumulant summability. In addition, we raise a two-step
    comparison approach to obtain the explicit formulae for the mean and covariance
    functions in the CLT. Relying on this CLT, we then construct a distribution-free
    statistic to test complete independence for components of random vectors. Owing
    to the nonparametric property, we can use this test on generally distributed random
    variables including the heavy-tailed ones.
author:
- first_name: Zhigang
  full_name: Bao, Zhigang
  id: 442E6A6C-F248-11E8-B48F-1D18A9856A87
  last_name: Bao
  orcid: 0000-0003-3036-1475
- first_name: Liang
  full_name: Lin, Liang
  last_name: Lin
- first_name: Guangming
  full_name: Pan, Guangming
  last_name: Pan
- first_name: Wang
  full_name: Zhou, Wang
  last_name: Zhou
citation:
  ama: Bao Z, Lin L, Pan G, Zhou W. Spectral statistics of large dimensional spearman
    s rank correlation matrix and its application. <i>Annals of Statistics</i>. 2015;43(6):2588-2623.
    doi:<a href="https://doi.org/10.1214/15-AOS1353">10.1214/15-AOS1353</a>
  apa: Bao, Z., Lin, L., Pan, G., &#38; Zhou, W. (2015). Spectral statistics of large
    dimensional spearman s rank correlation matrix and its application. <i>Annals
    of Statistics</i>. Institute of Mathematical Statistics. <a href="https://doi.org/10.1214/15-AOS1353">https://doi.org/10.1214/15-AOS1353</a>
  chicago: Bao, Zhigang, Liang Lin, Guangming Pan, and Wang Zhou. “Spectral Statistics
    of Large Dimensional Spearman s Rank Correlation Matrix and Its Application.”
    <i>Annals of Statistics</i>. Institute of Mathematical Statistics, 2015. <a href="https://doi.org/10.1214/15-AOS1353">https://doi.org/10.1214/15-AOS1353</a>.
  ieee: Z. Bao, L. Lin, G. Pan, and W. Zhou, “Spectral statistics of large dimensional
    spearman s rank correlation matrix and its application,” <i>Annals of Statistics</i>,
    vol. 43, no. 6. Institute of Mathematical Statistics, pp. 2588–2623, 2015.
  ista: Bao Z, Lin L, Pan G, Zhou W. 2015. Spectral statistics of large dimensional
    spearman s rank correlation matrix and its application. Annals of Statistics.
    43(6), 2588–2623.
  mla: Bao, Zhigang, et al. “Spectral Statistics of Large Dimensional Spearman s Rank
    Correlation Matrix and Its Application.” <i>Annals of Statistics</i>, vol. 43,
    no. 6, Institute of Mathematical Statistics, 2015, pp. 2588–623, doi:<a href="https://doi.org/10.1214/15-AOS1353">10.1214/15-AOS1353</a>.
  short: Z. Bao, L. Lin, G. Pan, W. Zhou, Annals of Statistics 43 (2015) 2588–2623.
date_created: 2018-12-11T11:52:24Z
date_published: 2015-12-01T00:00:00Z
date_updated: 2021-01-12T06:51:14Z
day: '01'
doi: 10.1214/15-AOS1353
extern: '1'
intvolume: '        43'
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1312.5119
month: '12'
oa: 1
oa_version: Published Version
page: 2588 - 2623
publication: Annals of Statistics
publication_status: published
publisher: Institute of Mathematical Statistics
publist_id: '5674'
quality_controlled: '1'
status: public
title: Spectral statistics of large dimensional spearman s rank correlation matrix
  and its application
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 43
year: '2015'
...
---
_id: '1505'
abstract:
- lang: eng
  text: This paper is aimed at deriving the universality of the largest eigenvalue
    of a class of high-dimensional real or complex sample covariance matrices of the
    form W N =Σ 1/2XX∗Σ 1/2 . Here, X = (xij )M,N is an M× N random matrix with independent
    entries xij , 1 ≤ i M,≤ 1 ≤ j ≤ N such that Exij = 0, E|xij |2 = 1/N . On dimensionality,
    we assume that M = M(N) and N/M → d ε (0, ∞) as N ∞→. For a class of general deterministic
    positive-definite M × M matrices Σ , under some additional assumptions on the
    distribution of xij 's, we show that the limiting behavior of the largest eigenvalue
    of W N is universal, via pursuing a Green function comparison strategy raised
    in [Probab. Theory Related Fields 154 (2012) 341-407, Adv. Math. 229 (2012) 1435-1515]
    by Erd″os, Yau and Yin for Wigner matrices and extended by Pillai and Yin [Ann.
    Appl. Probab. 24 (2014) 935-1001] to sample covariance matrices in the null case
    (&amp;Epsi = I ). Consequently, in the standard complex case (Ex2 ij = 0), combing
    this universality property and the results known for Gaussian matrices obtained
    by El Karoui in [Ann. Probab. 35 (2007) 663-714] (nonsingular case) and Onatski
    in [Ann. Appl. Probab. 18 (2008) 470-490] (singular case), we show that after
    an appropriate normalization the largest eigenvalue of W N converges weakly to
    the type 2 Tracy-Widom distribution TW2 . Moreover, in the real case, we show
    that whenΣ is spiked with a fixed number of subcritical spikes, the type 1 Tracy-Widom
    limit TW1 holds for the normalized largest eigenvalue of W N , which extends a
    result of Féral and Péché in [J. Math. Phys. 50 (2009) 073302] to the scenario
    of nondiagonal Σ and more generally distributed X . In summary, we establish the
    Tracy-Widom type universality for the largest eigenvalue of generally distributed
    sample covariance matrices under quite light assumptions on &amp;Sigma . Applications
    of these limiting results to statistical signal detection and structure recognition
    of separable covariance matrices are also discussed.
acknowledgement: "B.Z. was supported  in  part  by  NSFC  Grant  11071213,  ZJNSF
  \ Grant  R6090034  and  SRFDP  Grant 20100101110001. P.G. was supported in part
  by the Ministry of Education, Singapore, under Grant ARC 14/11. Z.W. was supported
  \ in  part  by  the  Ministry  of  Education,  Singapore,  under  Grant  ARC  14/11,
  \ and  by a Grant R-155-000-131-112 at the National University of Singapore\r\n"
author:
- first_name: Zhigang
  full_name: Bao, Zhigang
  id: 442E6A6C-F248-11E8-B48F-1D18A9856A87
  last_name: Bao
  orcid: 0000-0003-3036-1475
- first_name: Guangming
  full_name: Pan, Guangming
  last_name: Pan
- first_name: Wang
  full_name: Zhou, Wang
  last_name: Zhou
citation:
  ama: Bao Z, Pan G, Zhou W. Universality for the largest eigenvalue of sample covariance
    matrices with general population. <i>Annals of Statistics</i>. 2015;43(1):382-421.
    doi:<a href="https://doi.org/10.1214/14-AOS1281">10.1214/14-AOS1281</a>
  apa: Bao, Z., Pan, G., &#38; Zhou, W. (2015). Universality for the largest eigenvalue
    of sample covariance matrices with general population. <i>Annals of Statistics</i>.
    Institute of Mathematical Statistics. <a href="https://doi.org/10.1214/14-AOS1281">https://doi.org/10.1214/14-AOS1281</a>
  chicago: Bao, Zhigang, Guangming Pan, and Wang Zhou. “Universality for the Largest
    Eigenvalue of Sample Covariance Matrices with General Population.” <i>Annals of
    Statistics</i>. Institute of Mathematical Statistics, 2015. <a href="https://doi.org/10.1214/14-AOS1281">https://doi.org/10.1214/14-AOS1281</a>.
  ieee: Z. Bao, G. Pan, and W. Zhou, “Universality for the largest eigenvalue of sample
    covariance matrices with general population,” <i>Annals of Statistics</i>, vol.
    43, no. 1. Institute of Mathematical Statistics, pp. 382–421, 2015.
  ista: Bao Z, Pan G, Zhou W. 2015. Universality for the largest eigenvalue of sample
    covariance matrices with general population. Annals of Statistics. 43(1), 382–421.
  mla: Bao, Zhigang, et al. “Universality for the Largest Eigenvalue of Sample Covariance
    Matrices with General Population.” <i>Annals of Statistics</i>, vol. 43, no. 1,
    Institute of Mathematical Statistics, 2015, pp. 382–421, doi:<a href="https://doi.org/10.1214/14-AOS1281">10.1214/14-AOS1281</a>.
  short: Z. Bao, G. Pan, W. Zhou, Annals of Statistics 43 (2015) 382–421.
date_created: 2018-12-11T11:52:25Z
date_published: 2015-02-01T00:00:00Z
date_updated: 2021-01-12T06:51:14Z
day: '01'
department:
- _id: LaEr
doi: 10.1214/14-AOS1281
intvolume: '        43'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1304.5690
month: '02'
oa: 1
oa_version: Preprint
page: 382 - 421
publication: Annals of Statistics
publication_status: published
publisher: Institute of Mathematical Statistics
publist_id: '5672'
quality_controlled: '1'
status: public
title: Universality for the largest eigenvalue of sample covariance matrices with
  general population
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 43
year: '2015'
...
---
_id: '1506'
abstract:
- lang: eng
  text: Consider the square random matrix An = (aij)n,n, where {aij:= a(n)ij , i,
    j = 1, . . . , n} is a collection of independent real random variables with means
    zero and variances one. Under the additional moment condition supn max1≤i,j ≤n
    Ea4ij &lt;∞, we prove Girko's logarithmic law of det An in the sense that as n→∞
    log | detAn| ? (1/2) log(n-1)! d/→√(1/2) log n N(0, 1).
author:
- first_name: Zhigang
  full_name: Bao, Zhigang
  id: 442E6A6C-F248-11E8-B48F-1D18A9856A87
  last_name: Bao
  orcid: 0000-0003-3036-1475
- first_name: Guangming
  full_name: Pan, Guangming
  last_name: Pan
- first_name: Wang
  full_name: Zhou, Wang
  last_name: Zhou
citation:
  ama: Bao Z, Pan G, Zhou W. The logarithmic law of random determinant. <i>Bernoulli</i>.
    2015;21(3):1600-1628. doi:<a href="https://doi.org/10.3150/14-BEJ615">10.3150/14-BEJ615</a>
  apa: Bao, Z., Pan, G., &#38; Zhou, W. (2015). The logarithmic law of random determinant.
    <i>Bernoulli</i>. Bernoulli Society for Mathematical Statistics and Probability.
    <a href="https://doi.org/10.3150/14-BEJ615">https://doi.org/10.3150/14-BEJ615</a>
  chicago: Bao, Zhigang, Guangming Pan, and Wang Zhou. “The Logarithmic Law of Random
    Determinant.” <i>Bernoulli</i>. Bernoulli Society for Mathematical Statistics
    and Probability, 2015. <a href="https://doi.org/10.3150/14-BEJ615">https://doi.org/10.3150/14-BEJ615</a>.
  ieee: Z. Bao, G. Pan, and W. Zhou, “The logarithmic law of random determinant,”
    <i>Bernoulli</i>, vol. 21, no. 3. Bernoulli Society for Mathematical Statistics
    and Probability, pp. 1600–1628, 2015.
  ista: Bao Z, Pan G, Zhou W. 2015. The logarithmic law of random determinant. Bernoulli.
    21(3), 1600–1628.
  mla: Bao, Zhigang, et al. “The Logarithmic Law of Random Determinant.” <i>Bernoulli</i>,
    vol. 21, no. 3, Bernoulli Society for Mathematical Statistics and Probability,
    2015, pp. 1600–28, doi:<a href="https://doi.org/10.3150/14-BEJ615">10.3150/14-BEJ615</a>.
  short: Z. Bao, G. Pan, W. Zhou, Bernoulli 21 (2015) 1600–1628.
date_created: 2018-12-11T11:52:25Z
date_published: 2015-08-01T00:00:00Z
date_updated: 2021-01-12T06:51:14Z
day: '01'
department:
- _id: LaEr
doi: 10.3150/14-BEJ615
intvolume: '        21'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1208.5823
month: '08'
oa: 1
oa_version: Preprint
page: 1600 - 1628
publication: Bernoulli
publication_status: published
publisher: Bernoulli Society for Mathematical Statistics and Probability
publist_id: '5671'
quality_controlled: '1'
status: public
title: The logarithmic law of random determinant
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 21
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.
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>. European Mathematical
    Society. <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>. European Mathematical
    Society, 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. European
    Mathematical Society, 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, European Mathematical Society, 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.
date_created: 2018-12-11T11:52:26Z
date_published: 2015-08-01T00:00:00Z
date_updated: 2021-01-12T06:51:15Z
day: '01'
department:
- _id: LaEr
doi: 10.4171/JEMS/548
intvolume: '        17'
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: European Mathematical Society
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: '1509'
abstract:
- lang: eng
  text: The Auxin Binding Protein1 (ABP1) has been identified based on its ability
    to bind auxin with high affinity and studied for a long time as a prime candidate
    for the extracellular auxin receptor responsible for mediating in particular the
    fast non-transcriptional auxin responses. However, the contradiction between the
    embryo-lethal phenotypes of the originally described Arabidopsis T-DNA insertional
    knock-out alleles (abp1-1 and abp1-1s) and the wild type-like phenotypes of other
    recently described loss-of-function alleles (abp1-c1 and abp1-TD1) questions the
    biological importance of ABP1 and relevance of the previous genetic studies. Here
    we show that there is no hidden copy of the ABP1 gene in the Arabidopsis genome
    but the embryo-lethal phenotypes of abp1-1 and abp1-1s alleles are very similar
    to the knock-out phenotypes of the neighboring gene, BELAYA SMERT (BSM). Furthermore,
    the allelic complementation test between bsm and abp1 alleles shows that the embryo-lethality
    in the abp1-1 and abp1-1s alleles is caused by the off-target disruption of the
    BSM locus by the T-DNA insertions. This clarifies the controversy of different
    phenotypes among published abp1 knock-out alleles and asks for reflections on
    the developmental role of ABP1.
acknowledgement: "This work was supported by ERC Independent Research grant (ERC-2011-StG-20101109-PSDP
  to JF). JM internship was supported by the grant “Action Austria – Slovakia”.\r\nData
  associated with the article are available under the terms of the Creative Commons
  Zero \"No rights reserved\" data waiver (CC0 1.0 Public domain dedication). \r\n\r\nData
  availability: \r\nF1000Research: Dataset 1. Dataset 1, 10.5256/f1000research.7143.d104552\r\n\r\nF1000Research:
  Dataset 2. Dataset 2, 10.5256/f1000research.7143.d104553\r\n\r\nF1000Research: Dataset
  3. Dataset 3, 10.5256/f1000research.7143.d104554"
article_processing_charge: No
author:
- first_name: Jaroslav
  full_name: Michalko, Jaroslav
  id: 483727CA-F248-11E8-B48F-1D18A9856A87
  last_name: Michalko
- first_name: Marta
  full_name: Dravecka, Marta
  id: 4342E402-F248-11E8-B48F-1D18A9856A87
  last_name: Dravecka
  orcid: 0000-0002-2519-8004
- first_name: Tobias
  full_name: Bollenbach, Tobias
  id: 3E6DB97A-F248-11E8-B48F-1D18A9856A87
  last_name: Bollenbach
  orcid: 0000-0003-4398-476X
- first_name: Jirí
  full_name: Friml, Jirí
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
citation:
  ama: Michalko J, Lukacisinova M, Bollenbach MT, Friml J. Embryo-lethal phenotypes
    in early abp1 mutants are due to disruption of the neighboring BSM gene. <i>F1000
    Research </i>. 2015;4. doi:<a href="https://doi.org/10.12688/f1000research.7143.1">10.12688/f1000research.7143.1</a>
  apa: Michalko, J., Lukacisinova, M., Bollenbach, M. T., &#38; Friml, J. (2015).
    Embryo-lethal phenotypes in early abp1 mutants are due to disruption of the neighboring
    BSM gene. <i>F1000 Research </i>. F1000 Research. <a href="https://doi.org/10.12688/f1000research.7143.1">https://doi.org/10.12688/f1000research.7143.1</a>
  chicago: Michalko, Jaroslav, Marta Lukacisinova, Mark Tobias Bollenbach, and Jiří
    Friml. “Embryo-Lethal Phenotypes in Early Abp1 Mutants Are Due to Disruption of
    the Neighboring BSM Gene.” <i>F1000 Research </i>. F1000 Research, 2015. <a href="https://doi.org/10.12688/f1000research.7143.1">https://doi.org/10.12688/f1000research.7143.1</a>.
  ieee: J. Michalko, M. Lukacisinova, M. T. Bollenbach, and J. Friml, “Embryo-lethal
    phenotypes in early abp1 mutants are due to disruption of the neighboring BSM
    gene,” <i>F1000 Research </i>, vol. 4. F1000 Research, 2015.
  ista: Michalko J, Lukacisinova M, Bollenbach MT, Friml J. 2015. Embryo-lethal phenotypes
    in early abp1 mutants are due to disruption of the neighboring BSM gene. F1000
    Research . 4.
  mla: Michalko, Jaroslav, et al. “Embryo-Lethal Phenotypes in Early Abp1 Mutants
    Are Due to Disruption of the Neighboring BSM Gene.” <i>F1000 Research </i>, vol.
    4, F1000 Research, 2015, doi:<a href="https://doi.org/10.12688/f1000research.7143.1">10.12688/f1000research.7143.1</a>.
  short: J. Michalko, M. Lukacisinova, M.T. Bollenbach, J. Friml, F1000 Research  4
    (2015).
date_created: 2018-12-11T11:52:26Z
date_published: 2015-10-01T00:00:00Z
date_updated: 2025-05-07T11:12:30Z
day: '01'
ddc:
- '570'
department:
- _id: JiFr
- _id: ToBo
doi: 10.12688/f1000research.7143.1
ec_funded: 1
file:
- access_level: open_access
  checksum: 8beae5cbe988e1060265ae7de2ee8306
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:16:12Z
  date_updated: 2020-07-14T12:44:59Z
  file_id: '5198'
  file_name: IST-2016-497-v1+1_10.12688_f1000research.7143.1_20151102.pdf
  file_size: 4414248
  relation: main_file
file_date_updated: 2020-07-14T12:44:59Z
has_accepted_license: '1'
intvolume: '         4'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 25716A02-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '282300'
  name: Polarity and subcellular dynamics in plants
publication: 'F1000 Research '
publication_status: published
publisher: F1000 Research
publist_id: '5668'
pubrep_id: '497'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Embryo-lethal phenotypes in early abp1 mutants are due to disruption of the
  neighboring BSM gene
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: 4
year: '2015'
...
---
_id: '1510'
abstract:
- lang: eng
  text: 'The concept of well group in a special but important case captures homological
    properties of the zero set of a continuous map f from K to R^n on a compact space
    K that are invariant with respect to perturbations of f. The perturbations are
    arbitrary continuous maps within L_infty distance r from f for a given r &gt;
    0. The main drawback of the approach is that the computability of well groups
    was shown only when dim K = n or n = 1. Our contribution to the theory of well
    groups is twofold: on the one hand we improve on the computability issue, but
    on the other hand we present a range of examples where the well groups are incomplete
    invariants, that is, fail to capture certain important robust properties of the
    zero set. For the first part, we identify a computable subgroup of the well group
    that is obtained by cap product with the pullback of the orientation of R^n by
    f. In other words, well groups can be algorithmically approximated from below.
    When f is smooth and dim K &lt; 2n-2, our approximation of the (dim K-n)th well
    group is exact. For the second part, we find examples of maps f, f'' from K to
    R^n with all well groups isomorphic but whose perturbations have different zero
    sets. We discuss on a possible replacement of the well groups of vector valued
    maps by an invariant of a better descriptive power and computability status. '
alternative_title:
- LIPIcs
author:
- first_name: Peter
  full_name: Franek, Peter
  id: 473294AE-F248-11E8-B48F-1D18A9856A87
  last_name: Franek
- first_name: Marek
  full_name: Krcál, Marek
  id: 33E21118-F248-11E8-B48F-1D18A9856A87
  last_name: Krcál
citation:
  ama: 'Franek P, Krcál M. On computability and triviality of well groups. In: Vol
    34. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2015:842-856. doi:<a href="https://doi.org/10.4230/LIPIcs.SOCG.2015.842">10.4230/LIPIcs.SOCG.2015.842</a>'
  apa: 'Franek, P., &#38; Krcál, M. (2015). On computability and triviality of well
    groups (Vol. 34, pp. 842–856). Presented at the SoCG: Symposium on Computational
    Geometry, Eindhoven, Netherlands: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
    <a href="https://doi.org/10.4230/LIPIcs.SOCG.2015.842">https://doi.org/10.4230/LIPIcs.SOCG.2015.842</a>'
  chicago: Franek, Peter, and Marek Krcál. “On Computability and Triviality of Well
    Groups,” 34:842–56. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2015. <a
    href="https://doi.org/10.4230/LIPIcs.SOCG.2015.842">https://doi.org/10.4230/LIPIcs.SOCG.2015.842</a>.
  ieee: 'P. Franek and M. Krcál, “On computability and triviality of well groups,”
    presented at the SoCG: Symposium on Computational Geometry, Eindhoven, Netherlands,
    2015, vol. 34, pp. 842–856.'
  ista: 'Franek P, Krcál M. 2015. On computability and triviality of well groups.
    SoCG: Symposium on Computational Geometry, LIPIcs, vol. 34, 842–856.'
  mla: Franek, Peter, and Marek Krcál. <i>On Computability and Triviality of Well
    Groups</i>. Vol. 34, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2015,
    pp. 842–56, doi:<a href="https://doi.org/10.4230/LIPIcs.SOCG.2015.842">10.4230/LIPIcs.SOCG.2015.842</a>.
  short: P. Franek, M. Krcál, in:, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2015, pp. 842–856.
conference:
  end_date: 2015-06-25
  location: Eindhoven, Netherlands
  name: 'SoCG: Symposium on Computational Geometry'
  start_date: 2015-06-22
date_created: 2018-12-11T11:52:26Z
date_published: 2015-06-11T00:00:00Z
date_updated: 2023-02-21T17:02:57Z
day: '11'
ddc:
- '510'
department:
- _id: UlWa
- _id: HeEd
doi: 10.4230/LIPIcs.SOCG.2015.842
ec_funded: 1
file:
- access_level: open_access
  checksum: 49eb5021caafaabe5356c65b9c5f8c9c
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:13:19Z
  date_updated: 2020-07-14T12:44:59Z
  file_id: '5001'
  file_name: IST-2016-503-v1+1_32.pdf
  file_size: 623563
  relation: main_file
file_date_updated: 2020-07-14T12:44:59Z
has_accepted_license: '1'
intvolume: '        34'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: 842 - 856
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '5667'
pubrep_id: '503'
quality_controlled: '1'
related_material:
  record:
  - id: '1408'
    relation: later_version
    status: public
scopus_import: 1
status: public
title: On computability and triviality of well groups
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: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 34
year: '2015'
...
