---
_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'
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:
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  checksum: 7370e164d0a731f442424a92669efc34
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  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
has_accepted_license: '1'
intvolume: '        11'
isi: 1
issue: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nd/4.0/
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'
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
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  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'
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
  creator: system
  date_created: 2018-12-12T11:54:03Z
  date_updated: 2020-07-14T12:46:53Z
  file_id: '5525'
  file_name: IST-2015-318-v2+1_main.pdf
  file_size: 717630
  relation: main_file
file_date_updated: 2020-07-14T12:46:53Z
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
  relation: main_file
file_date_updated: 2020-07-14T12:46:52Z
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
file_date_updated: 2020-07-14T12:46:55Z
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'
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
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
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'
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'
...
---
_id: '2034'
abstract:
- lang: eng
  text: Opacity is a generic security property, that has been defined on (non-probabilistic)
    transition systems and later on Markov chains with labels. For a secret predicate,
    given as a subset of runs, and a function describing the view of an external observer,
    the value of interest for opacity is a measure of the set of runs disclosing the
    secret. We extend this definition to the richer framework of Markov decision processes,
    where non-deterministicchoice is combined with probabilistic transitions, and
    we study related decidability problems with partial or complete observation hypotheses
    for the schedulers. We prove that all questions are decidable with complete observation
    and ω-regular secrets. With partial observation, we prove that all quantitative
    questions are undecidable but the question whether a system is almost surely non-opaquebecomes
    decidable for a restricted class of ω-regular secrets, as well as for all ω-regular
    secrets under finite-memory schedulers.
article_processing_charge: No
arxiv: 1
author:
- first_name: Béatrice
  full_name: Bérard, Béatrice
  last_name: Bérard
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Nathalie
  full_name: Sznajder, Nathalie
  last_name: Sznajder
citation:
  ama: Bérard B, Chatterjee K, Sznajder N. Probabilistic opacity for Markov decision
    processes. <i>Information Processing Letters</i>. 2015;115(1):52-59. doi:<a href="https://doi.org/10.1016/j.ipl.2014.09.001">10.1016/j.ipl.2014.09.001</a>
  apa: Bérard, B., Chatterjee, K., &#38; Sznajder, N. (2015). Probabilistic opacity
    for Markov decision processes. <i>Information Processing Letters</i>. Elsevier.
    <a href="https://doi.org/10.1016/j.ipl.2014.09.001">https://doi.org/10.1016/j.ipl.2014.09.001</a>
  chicago: Bérard, Béatrice, Krishnendu Chatterjee, and Nathalie Sznajder. “Probabilistic
    Opacity for Markov Decision Processes.” <i>Information Processing Letters</i>.
    Elsevier, 2015. <a href="https://doi.org/10.1016/j.ipl.2014.09.001">https://doi.org/10.1016/j.ipl.2014.09.001</a>.
  ieee: B. Bérard, K. Chatterjee, and N. Sznajder, “Probabilistic opacity for Markov
    decision processes,” <i>Information Processing Letters</i>, vol. 115, no. 1. Elsevier,
    pp. 52–59, 2015.
  ista: Bérard B, Chatterjee K, Sznajder N. 2015. Probabilistic opacity for Markov
    decision processes. Information Processing Letters. 115(1), 52–59.
  mla: Bérard, Béatrice, et al. “Probabilistic Opacity for Markov Decision Processes.”
    <i>Information Processing Letters</i>, vol. 115, no. 1, Elsevier, 2015, pp. 52–59,
    doi:<a href="https://doi.org/10.1016/j.ipl.2014.09.001">10.1016/j.ipl.2014.09.001</a>.
  short: B. Bérard, K. Chatterjee, N. Sznajder, Information Processing Letters 115
    (2015) 52–59.
das_tickbox: '1'
date_created: 2018-12-11T11:55:20Z
date_published: 2015-01-01T00:00:00Z
date_updated: 2026-07-07T13:10:27Z
day: '01'
department:
- _id: KrCh
doi: 10.1016/j.ipl.2014.09.001
ec_funded: 1
external_id:
  arxiv:
  - '1407.4225'
  isi:
  - '000345478700010'
intvolume: '       115'
isi: 1
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1407.4225
month: '01'
oa: 1
oa_version: Preprint
page: 52 - 59
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  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
publication: Information Processing Letters
publication_status: published
publisher: Elsevier
publist_id: '5025'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Probabilistic opacity for Markov decision processes
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 115
year: '2015'
...
---
_id: '1542'
abstract:
- lang: eng
  text: 'The theory of population genetics and evolutionary computation have been
    evolving separately for nearly 30 years. Many results have been independently
    obtained in both fields and many others are unique to its respective field. We
    aim to bridge this gap by developing a unifying framework for evolutionary processes
    that allows both evolutionary algorithms and population genetics models to be
    cast in the same formal framework. The framework we present here decomposes the
    evolutionary process into its several components in order to facilitate the identification
    of similarities between different models. In particular, we propose a classification
    of evolutionary operators based on the defining properties of the different components.
    We cast several commonly used operators from both fields into this common framework.
    Using this, we map different evolutionary and genetic algorithms to different
    evolutionary regimes and identify candidates with the most potential for the translation
    of results between the fields. This provides a unified description of evolutionary
    processes and represents a stepping stone towards new tools and results to both
    fields. '
article_processing_charge: No
author:
- first_name: Tiago
  full_name: Paixao, Tiago
  id: 2C5658E6-F248-11E8-B48F-1D18A9856A87
  last_name: Paixao
  orcid: 0000-0003-2361-3953
- first_name: Golnaz
  full_name: Badkobeh, Golnaz
  last_name: Badkobeh
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
- first_name: Doğan
  full_name: Çörüş, Doğan
  last_name: Çörüş
- first_name: Duccuong
  full_name: Dang, Duccuong
  last_name: Dang
- first_name: Tobias
  full_name: Friedrich, Tobias
  last_name: Friedrich
- first_name: Per
  full_name: Lehre, Per
  last_name: Lehre
- first_name: Dirk
  full_name: Sudholt, Dirk
  last_name: Sudholt
- first_name: Andrew
  full_name: Sutton, Andrew
  last_name: Sutton
- first_name: Barbora
  full_name: Trubenova, Barbora
  id: 42302D54-F248-11E8-B48F-1D18A9856A87
  last_name: Trubenova
  orcid: 0000-0002-6873-2967
citation:
  ama: Paixao T, Badkobeh G, Barton NH, et al. Toward a unifying framework for evolutionary
    processes. <i>Journal of Theoretical Biology</i>. 2015;383:28-43. doi:<a href="https://doi.org/10.1016/j.jtbi.2015.07.011">10.1016/j.jtbi.2015.07.011</a>
  apa: Paixao, T., Badkobeh, G., Barton, N. H., Çörüş, D., Dang, D., Friedrich, T.,
    … Trubenova, B. (2015). Toward a unifying framework for evolutionary processes.
    <i>Journal of Theoretical Biology</i>. Elsevier. <a href="https://doi.org/10.1016/j.jtbi.2015.07.011">https://doi.org/10.1016/j.jtbi.2015.07.011</a>
  chicago: Paixao, Tiago, Golnaz Badkobeh, Nicholas H Barton, Doğan Çörüş, Duccuong
    Dang, Tobias Friedrich, Per Lehre, Dirk Sudholt, Andrew Sutton, and Barbora Trubenova.
    “Toward a Unifying Framework for Evolutionary Processes.” <i>Journal of Theoretical
    Biology</i>. Elsevier, 2015. <a href="https://doi.org/10.1016/j.jtbi.2015.07.011">https://doi.org/10.1016/j.jtbi.2015.07.011</a>.
  ieee: T. Paixao <i>et al.</i>, “Toward a unifying framework for evolutionary processes,”
    <i>Journal of Theoretical Biology</i>, vol. 383. Elsevier, pp. 28–43, 2015.
  ista: Paixao T, Badkobeh G, Barton NH, Çörüş D, Dang D, Friedrich T, Lehre P, Sudholt
    D, Sutton A, Trubenova B. 2015. Toward a unifying framework for evolutionary processes.
    Journal of Theoretical Biology. 383, 28–43.
  mla: Paixao, Tiago, et al. “Toward a Unifying Framework for Evolutionary Processes.”
    <i>Journal of Theoretical Biology</i>, vol. 383, Elsevier, 2015, pp. 28–43, doi:<a
    href="https://doi.org/10.1016/j.jtbi.2015.07.011">10.1016/j.jtbi.2015.07.011</a>.
  short: T. Paixao, G. Badkobeh, N.H. Barton, D. Çörüş, D. Dang, T. Friedrich, P.
    Lehre, D. Sudholt, A. Sutton, B. Trubenova, Journal of Theoretical Biology 383
    (2015) 28–43.
corr_author: '1'
das_tickbox: '1'
date_created: 2018-12-11T11:52:37Z
date_published: 2015-10-21T00:00:00Z
date_updated: 2026-07-07T13:12:13Z
day: '21'
ddc:
- '570'
department:
- _id: NiBa
- _id: CaGu
doi: 10.1016/j.jtbi.2015.07.011
ec_funded: 1
external_id:
  isi:
  - '000362056300005'
file:
- access_level: open_access
  checksum: 33b60ecfea60764756a9ee9df5eb65ca
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:16:53Z
  date_updated: 2020-07-14T12:45:01Z
  file_id: '5244'
  file_name: IST-2016-483-v1+1_1-s2.0-S0022519315003409-main.pdf
  file_size: 595307
  relation: main_file
file_date_updated: 2020-07-14T12:45:01Z
has_accepted_license: '1'
intvolume: '       383'
isi: 1
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: 28 - 43
project:
- _id: 25B1EC9E-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '618091'
  name: Speed of Adaptation in Population Genetics and Evolutionary Computation
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
publication: Journal of Theoretical Biology
publication_status: published
publisher: Elsevier
publist_id: '5629'
pubrep_id: '483'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Toward a unifying framework for evolutionary processes
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 383
year: '2015'
...
---
OA_place: repository
OA_type: green
_id: '1656'
abstract:
- lang: eng
  text: Recently there has been a significant effort to handle quantitative properties
    in formal verification and synthesis. While weighted automata over finite and
    infinite words provide a natural and flexible framework to express quantitative
    properties, perhaps surprisingly, some basic system properties such as average
    response time cannot be expressed using weighted automata, nor in any other know
    decidable formalism. In this work, we introduce nested weighted automata as a
    natural extension of weighted automata which makes it possible to express important
    quantitative properties such as average response time. In nested weighted automata,
    a master automaton spins off and collects results from weighted slave automata,
    each of which computes a quantity along a finite portion of an infinite word.
    Nested weighted automata can be viewed as the quantitative analogue of monitor
    automata, which are used in run-time verification. We establish an almost complete
    decidability picture for the basic decision problems about nested weighted automata,
    and illustrate their applicability in several domains. In particular, nested weighted
    automata can be used to decide average response time properties.
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), Z211-N23 (Wittgenstein Award), FWF Grant No P23499-
  N23, FWF NFN Grant No S11407-N23 (RiSE), ERC Start grant (279307: Graph Games),
  and Microsoft faculty fellows award.\r\nA Technical Report of the paper is available
  at: \r\nhttps://repository.ist.ac.at/331/\r\n"
article_number: '7174926'
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: Jan
  full_name: Otop, Jan
  id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87
  last_name: Otop
citation:
  ama: 'Chatterjee K, Henzinger TA, Otop J. Nested weighted automata. In: <i>Proceedings
    - Symposium on Logic in Computer Science</i>. Vol 2015-July. IEEE; 2015. doi:<a
    href="https://doi.org/10.1109/LICS.2015.72">10.1109/LICS.2015.72</a>'
  apa: 'Chatterjee, K., Henzinger, T. A., &#38; Otop, J. (2015). Nested weighted automata.
    In <i>Proceedings - Symposium on Logic in Computer Science</i> (Vol. 2015–July).
    Kyoto, Japan: IEEE. <a href="https://doi.org/10.1109/LICS.2015.72">https://doi.org/10.1109/LICS.2015.72</a>'
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, and Jan Otop. “Nested Weighted
    Automata.” In <i>Proceedings - Symposium on Logic in Computer Science</i>, Vol.
    2015–July. IEEE, 2015. <a href="https://doi.org/10.1109/LICS.2015.72">https://doi.org/10.1109/LICS.2015.72</a>.
  ieee: K. Chatterjee, T. A. Henzinger, and J. Otop, “Nested weighted automata,” in
    <i>Proceedings - Symposium on Logic in Computer Science</i>, Kyoto, Japan, 2015,
    vol. 2015–July.
  ista: 'Chatterjee K, Henzinger TA, Otop J. 2015. Nested weighted automata. Proceedings
    - Symposium on Logic in Computer Science. LICS: Logic in Computer Science vol.
    2015–July, 7174926.'
  mla: Chatterjee, Krishnendu, et al. “Nested Weighted Automata.” <i>Proceedings -
    Symposium on Logic in Computer Science</i>, vol. 2015–July, 7174926, IEEE, 2015,
    doi:<a href="https://doi.org/10.1109/LICS.2015.72">10.1109/LICS.2015.72</a>.
  short: K. Chatterjee, T.A. Henzinger, J. Otop, 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
corr_author: '1'
date_created: 2018-12-11T11:53:17Z
date_published: 2015-07-31T00:00:00Z
date_updated: 2026-07-07T14:01:10Z
day: '31'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1109/LICS.2015.72
ec_funded: 1
external_id:
  arxiv:
  - '1606.03598'
  isi:
  - '000380427100064'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1606.03598
month: '07'
oa: 1
oa_version: Preprint
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: Formal methods for the design and analysis of complex systems
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _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 - Symposium on Logic in Computer Science
publication_status: published
publisher: IEEE
publist_id: '5494'
quality_controlled: '1'
related_material:
  record:
  - id: '5415'
    relation: earlier_version
    status: public
  - id: '5436'
    relation: earlier_version
    status: public
  - id: '467'
    relation: later_version
    status: public
scopus_import: '1'
status: public
title: Nested weighted automata
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 2015-July
year: '2015'
...
---
_id: '5436'
abstract:
- lang: eng
  text: "Recently there has been a significant effort to handle quantitative properties
    in formal verification and synthesis. While weighted automata over finite and
    infinite words provide a natural and flexible framework to express quantitative
    properties, perhaps surprisingly, some basic system properties such as average
    response time cannot be expressed using weighted automata, nor in any other know
    decidable formalism. In this work, we introduce nested weighted automata as a
    natural extension of weighted automata which makes it possible to express important
    quantitative properties such as average response time.\r\nIn nested weighted automata,
    a master automaton spins off and collects results from weighted slave automata,
    each of which computes a quantity along a finite portion of an infinite word.
    Nested weighted automata can be viewed as the quantitative analogue of monitor
    automata, which are used in run-time verification. We establish an almost complete
    decidability picture for the basic decision problems about nested weighted automata,
    and illustrate their applicability in several domains. In particular, nested weighted
    automata can be used to decide average response time properties."
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: Jan
  full_name: Otop, Jan
  id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87
  last_name: Otop
citation:
  ama: Chatterjee K, Henzinger TA, Otop J. <i>Nested Weighted Automata</i>. IST Austria;
    2015. doi:<a href="https://doi.org/10.15479/AT:IST-2015-170-v2-2">10.15479/AT:IST-2015-170-v2-2</a>
  apa: Chatterjee, K., Henzinger, T. A., &#38; Otop, J. (2015). <i>Nested weighted
    automata</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2015-170-v2-2">https://doi.org/10.15479/AT:IST-2015-170-v2-2</a>
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, and Jan Otop. <i>Nested Weighted
    Automata</i>. IST Austria, 2015. <a href="https://doi.org/10.15479/AT:IST-2015-170-v2-2">https://doi.org/10.15479/AT:IST-2015-170-v2-2</a>.
  ieee: K. Chatterjee, T. A. Henzinger, and J. Otop, <i>Nested weighted automata</i>.
    IST Austria, 2015.
  ista: Chatterjee K, Henzinger TA, Otop J. 2015. Nested weighted automata, IST Austria,
    29p.
  mla: Chatterjee, Krishnendu, et al. <i>Nested Weighted Automata</i>. IST Austria,
    2015, doi:<a href="https://doi.org/10.15479/AT:IST-2015-170-v2-2">10.15479/AT:IST-2015-170-v2-2</a>.
  short: K. Chatterjee, T.A. Henzinger, J. Otop, Nested Weighted Automata, IST Austria,
    2015.
date_created: 2018-12-12T11:39:19Z
date_published: 2015-04-24T00:00:00Z
date_updated: 2026-07-07T14:01:10Z
day: '24'
ddc:
- '000'
department:
- _id: KrCh
- _id: ToHe
doi: 10.15479/AT:IST-2015-170-v2-2
file:
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  checksum: 3c402f47d3669c28d04d1af405a08e3f
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  file_id: '5541'
  file_name: IST-2015-170-v2+2_report.pdf
  file_size: 569991
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file_date_updated: 2020-07-14T12:46:54Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: '29'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '331'
related_material:
  record:
  - id: '5415'
    relation: earlier_version
    status: public
  - id: '1656'
    relation: later_version
    status: public
  - id: '467'
    relation: later_version
    status: public
status: public
title: Nested weighted automata
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '1792'
abstract:
- lang: eng
  text: Motivated by recent ideas of Harman (Unif. Distrib. Theory, 2010) we develop
    a new concept of variation of multivariate functions on a compact Hausdorff space
    with respect to a collection D of subsets. We prove a general version of the Koksma-Hlawka
    theorem that holds for this notion of variation and discrepancy with respect to
    D. As special cases, we obtain Koksma-Hlawka inequalities for classical notions,
    such as extreme or isotropic discrepancy. For extreme discrepancy, our result
    coincides with the usual Koksma-Hlawka theorem. We show that the space of functions
    of bounded D-variation contains important discontinuous functions and is closed
    under natural algebraic operations. Finally, we illustrate the results on concrete
    integration problems from integral geometry and stereology.
acknowledgement: F.P. is supported by the Graduate School of IST Austria, A.M.S is
  supported by the Centre for Stochastic Geometry and Advanced Bioimaging funded by
  a grant from the Villum Foundation.
article_processing_charge: No
author:
- first_name: Florian
  full_name: Pausinger, Florian
  id: 2A77D7A2-F248-11E8-B48F-1D18A9856A87
  last_name: Pausinger
  orcid: 0000-0002-8379-3768
- first_name: Anne
  full_name: Svane, Anne
  last_name: Svane
citation:
  ama: Pausinger F, Svane A. A Koksma-Hlawka inequality for general discrepancy systems.
    <i>Journal of Complexity</i>. 2015;31(6):773-797. doi:<a href="https://doi.org/10.1016/j.jco.2015.06.002">10.1016/j.jco.2015.06.002</a>
  apa: Pausinger, F., &#38; Svane, A. (2015). A Koksma-Hlawka inequality for general
    discrepancy systems. <i>Journal of Complexity</i>. Academic Press. <a href="https://doi.org/10.1016/j.jco.2015.06.002">https://doi.org/10.1016/j.jco.2015.06.002</a>
  chicago: Pausinger, Florian, and Anne Svane. “A Koksma-Hlawka Inequality for General
    Discrepancy Systems.” <i>Journal of Complexity</i>. Academic Press, 2015. <a href="https://doi.org/10.1016/j.jco.2015.06.002">https://doi.org/10.1016/j.jco.2015.06.002</a>.
  ieee: F. Pausinger and A. Svane, “A Koksma-Hlawka inequality for general discrepancy
    systems,” <i>Journal of Complexity</i>, vol. 31, no. 6. Academic Press, pp. 773–797,
    2015.
  ista: Pausinger F, Svane A. 2015. A Koksma-Hlawka inequality for general discrepancy
    systems. Journal of Complexity. 31(6), 773–797.
  mla: Pausinger, Florian, and Anne Svane. “A Koksma-Hlawka Inequality for General
    Discrepancy Systems.” <i>Journal of Complexity</i>, vol. 31, no. 6, Academic Press,
    2015, pp. 773–97, doi:<a href="https://doi.org/10.1016/j.jco.2015.06.002">10.1016/j.jco.2015.06.002</a>.
  short: F. Pausinger, A. Svane, Journal of Complexity 31 (2015) 773–797.
corr_author: '1'
date_created: 2018-12-11T11:54:02Z
date_published: 2015-12-01T00:00:00Z
date_updated: 2026-07-29T10:08:33Z
day: '01'
department:
- _id: HeEd
doi: 10.1016/j.jco.2015.06.002
external_id:
  isi:
  - '000362926900001'
intvolume: '        31'
isi: 1
issue: '6'
language:
- iso: eng
month: '12'
oa_version: None
page: 773 - 797
publication: Journal of Complexity
publication_status: published
publisher: Academic Press
publist_id: '5320'
quality_controlled: '1'
related_material:
  record:
  - id: '1399'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: A Koksma-Hlawka inequality for general discrepancy systems
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 31
year: '2015'
...
---
OA_place: publisher
_id: '1399'
abstract:
- lang: eng
  text: This thesis is concerned with the computation and approximation of intrinsic
    volumes. Given a smooth body M and a certain digital approximation of it, we develop
    algorithms to approximate various intrinsic volumes of M using only measurements
    taken from its digital approximations. The crucial idea behind our novel algorithms
    is to link the recent theory of persistent homology to the theory of intrinsic
    volumes via the Crofton formula from integral geometry and, in particular, via
    Euler characteristic computations. Our main contributions are a multigrid convergent
    digital algorithm to compute the first intrinsic volume of a solid body in R^n
    as well as an appropriate integration pipeline to approximate integral-geometric
    integrals defined over the Grassmannian manifold.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Florian
  full_name: Pausinger, Florian
  id: 2A77D7A2-F248-11E8-B48F-1D18A9856A87
  last_name: Pausinger
  orcid: 0000-0002-8379-3768
citation:
  ama: Pausinger F. On the approximation of intrinsic volumes. 2015.
  apa: Pausinger, F. (2015). <i>On the approximation of intrinsic volumes</i>. Institute
    of Science and Technology Austria.
  chicago: Pausinger, Florian. “On the Approximation of Intrinsic Volumes.” Institute
    of Science and Technology Austria, 2015.
  ieee: F. Pausinger, “On the approximation of intrinsic volumes,” Institute of Science
    and Technology Austria, 2015.
  ista: Pausinger F. 2015. On the approximation of intrinsic volumes. Institute of
    Science and Technology Austria.
  mla: Pausinger, Florian. <i>On the Approximation of Intrinsic Volumes</i>. Institute
    of Science and Technology Austria, 2015.
  short: F. Pausinger, On the Approximation of Intrinsic Volumes, Institute of Science
    and Technology Austria, 2015.
corr_author: '1'
date_created: 2018-12-11T11:51:48Z
date_published: 2015-06-01T00:00:00Z
date_updated: 2026-07-29T10:08:34Z
day: '01'
degree_awarded: PhD
department:
- _id: HeEd
- _id: GradSch
doi_confirm: '1'
language:
- iso: eng
month: '06'
oa_version: None
page: '144'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
publist_id: '5808'
related_material:
  record:
  - id: '1662'
    relation: part_of_dissertation
    status: public
  - id: '1792'
    relation: part_of_dissertation
    status: public
  - id: '2255'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
title: On the approximation of intrinsic volumes
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2015'
...
---
_id: '1709'
abstract:
- lang: eng
  text: The competition for resources among cells, individuals or species is a fundamental
    characteristic of evolution. Biological all-pay auctions have been used to model
    situations where multiple individuals compete for a single resource. However,
    in many situations multiple resources with various values exist and single reward
    auctions are not applicable. We generalize the model to multiple rewards and study
    the evolution of strategies. In biological all-pay auctions the bid of an individual
    corresponds to its strategy and is equivalent to its payment in the auction. The
    decreasingly ordered rewards are distributed according to the decreasingly ordered
    bids of the participating individuals. The reproductive success of an individual
    is proportional to its fitness given by the sum of the rewards won minus its payments.
    Hence, successful bidding strategies spread in the population. We find that the
    results for the multiple reward case are very different from the single reward
    case. While the mixed strategy equilibrium in the single reward case with more
    than two players consists of mostly low-bidding individuals, we show that the
    equilibrium can convert to many high-bidding individuals and a few low-bidding
    individuals in the multiple reward case. Some reward values lead to a specialization
    among the individuals where one subpopulation competes for the rewards and the
    other subpopulation largely avoids costly competitions. Whether the mixed strategy
    equilibrium is an evolutionarily stable strategy (ESS) depends on the specific
    values of the rewards.
acknowledgement: 'This work was supported by grants from the John Templeton Foundation,
  ERC Start Grant (279307: Graph Games), FWF NFN Grant (No S11407N23 RiSE/SHiNE),
  FWF Grant (No P23499N23) and a Microsoft faculty fellows award.'
article_processing_charge: No
article_type: original
author:
- first_name: Johannes
  full_name: Reiter, Johannes
  id: 4A918E98-F248-11E8-B48F-1D18A9856A87
  last_name: Reiter
  orcid: 0000-0002-0170-7353
- first_name: Ayush
  full_name: Kanodia, Ayush
  last_name: Kanodia
- first_name: Raghav
  full_name: Gupta, Raghav
  last_name: Gupta
- first_name: Martin
  full_name: Nowak, Martin
  last_name: Nowak
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
citation:
  ama: Reiter J, Kanodia A, Gupta R, Nowak M, Chatterjee K. Biological auctions with
    multiple rewards. <i>Proceedings of the Royal Society of London Series B Biological
    Sciences</i>. 2015;282(1812). doi:<a href="https://doi.org/10.1098/rspb.2015.1041">10.1098/rspb.2015.1041</a>
  apa: Reiter, J., Kanodia, A., Gupta, R., Nowak, M., &#38; Chatterjee, K. (2015).
    Biological auctions with multiple rewards. <i>Proceedings of the Royal Society
    of London Series B Biological Sciences</i>. Royal Society. <a href="https://doi.org/10.1098/rspb.2015.1041">https://doi.org/10.1098/rspb.2015.1041</a>
  chicago: Reiter, Johannes, Ayush Kanodia, Raghav Gupta, Martin Nowak, and Krishnendu
    Chatterjee. “Biological Auctions with Multiple Rewards.” <i>Proceedings of the
    Royal Society of London Series B Biological Sciences</i>. Royal Society, 2015.
    <a href="https://doi.org/10.1098/rspb.2015.1041">https://doi.org/10.1098/rspb.2015.1041</a>.
  ieee: J. Reiter, A. Kanodia, R. Gupta, M. Nowak, and K. Chatterjee, “Biological
    auctions with multiple rewards,” <i>Proceedings of the Royal Society of London
    Series B Biological Sciences</i>, vol. 282, no. 1812. Royal Society, 2015.
  ista: Reiter J, Kanodia A, Gupta R, Nowak M, Chatterjee K. 2015. Biological auctions
    with multiple rewards. Proceedings of the Royal Society of London Series B Biological
    Sciences. 282(1812).
  mla: Reiter, Johannes, et al. “Biological Auctions with Multiple Rewards.” <i>Proceedings
    of the Royal Society of London Series B Biological Sciences</i>, vol. 282, no.
    1812, Royal Society, 2015, doi:<a href="https://doi.org/10.1098/rspb.2015.1041">10.1098/rspb.2015.1041</a>.
  short: J. Reiter, A. Kanodia, R. Gupta, M. Nowak, K. Chatterjee, Proceedings of
    the Royal Society of London Series B Biological Sciences 282 (2015).
corr_author: '1'
date_created: 2018-12-11T11:53:35Z
date_published: 2015-07-15T00:00:00Z
date_updated: 2026-07-29T10:15:25Z
day: '15'
department:
- _id: KrCh
doi: 10.1098/rspb.2015.1041
external_id:
  isi:
  - '000362305500021'
  pmid:
  - '26180069'
intvolume: '       282'
isi: 1
issue: '1812'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4528522/
month: '07'
oa: 1
oa_version: Submitted Version
pmid: 1
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: Proceedings of the Royal Society of London Series B Biological Sciences
publication_status: published
publisher: Royal Society
publist_id: '5425'
quality_controlled: '1'
related_material:
  record:
  - id: '1400'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Biological auctions with multiple rewards
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 282
year: '2015'
...
---
OA_place: publisher
_id: '1400'
abstract:
- lang: eng
  text: Cancer results from an uncontrolled growth of abnormal cells. Sequentially
    accumulated genetic and epigenetic alterations decrease cell death and increase
    cell replication. We used mathematical models to quantify the effect of driver
    gene mutations. The recently developed targeted therapies can lead to dramatic
    regressions. However, in solid cancers, clinical responses are often short-lived
    because resistant cancer cells evolve. We estimated that approximately 50 different
    mutations can confer resistance to a typical targeted therapeutic agent. We find
    that resistant cells are likely to be present in expanded subclones before the
    start of the treatment. The dominant strategy to prevent the evolution of resistance
    is combination therapy. Our analytical results suggest that in most patients,
    dual therapy, but not monotherapy, can result in long-term disease control. However,
    long-term control can only occur if there are no possible mutations in the genome
    that can cause cross-resistance to both drugs. Furthermore, we showed that simultaneous
    therapy with two drugs is much more likely to result in long-term disease control
    than sequential therapy with the same drugs. To improve our understanding of the
    underlying subclonal evolution we reconstruct the evolutionary history of a patient's
    cancer from next-generation sequencing data of spatially-distinct DNA samples.
    Using a quantitative measure of genetic relatedness, we found that pancreatic
    cancers and their metastases demonstrated a higher level of relatedness than that
    expected for any two cells randomly taken from a normal tissue. This minimal amount
    of genetic divergence among advanced lesions indicates that genetic heterogeneity,
    when quantitatively defined, is not a fundamental feature of the natural history
    of untreated pancreatic cancers. Our newly developed, phylogenomic tool Treeomics
    finds evidence for seeding patterns of metastases and can directly be used to
    discover rules governing the evolution of solid malignancies to transform cancer
    into a more predictable disease.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Johannes
  full_name: Reiter, Johannes
  id: 4A918E98-F248-11E8-B48F-1D18A9856A87
  last_name: Reiter
  orcid: 0000-0002-0170-7353
citation:
  ama: Reiter J. The subclonal evolution of cancer. 2015.
  apa: Reiter, J. (2015). <i>The subclonal evolution of cancer</i>. Institute of Science
    and Technology Austria.
  chicago: Reiter, Johannes. “The Subclonal Evolution of Cancer.” Institute of Science
    and Technology Austria, 2015.
  ieee: J. Reiter, “The subclonal evolution of cancer,” Institute of Science and Technology
    Austria, 2015.
  ista: Reiter J. 2015. The subclonal evolution of cancer. Institute of Science and
    Technology Austria.
  mla: Reiter, Johannes. <i>The Subclonal Evolution of Cancer</i>. Institute of Science
    and Technology Austria, 2015.
  short: J. Reiter, The Subclonal Evolution of Cancer, Institute of Science and Technology
    Austria, 2015.
corr_author: '1'
date_created: 2018-12-11T11:51:48Z
date_published: 2015-04-01T00:00:00Z
date_updated: 2026-07-29T10:15:25Z
day: '01'
degree_awarded: PhD
department:
- _id: KrCh
- _id: GradSch
doi_confirm: '1'
language:
- iso: eng
month: '04'
oa_version: None
page: '183'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
publist_id: '5807'
related_material:
  record:
  - id: '2000'
    relation: part_of_dissertation
    status: public
  - id: '1709'
    relation: part_of_dissertation
    status: public
  - id: '2858'
    relation: part_of_dissertation
    status: public
  - id: '2816'
    relation: part_of_dissertation
    status: public
  - id: '2247'
    relation: part_of_dissertation
    status: public
  - id: '3260'
    relation: part_of_dissertation
    status: public
  - id: '3157'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
title: The subclonal evolution of cancer
type: dissertation
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2015'
...
---
_id: '1666'
abstract:
- lang: eng
  text: Evolution of gene regulation is crucial for our understanding of the phenotypic
    differences between species, populations and individuals. Sequence-specific binding
    of transcription factors to the regulatory regions on the DNA is a key regulatory
    mechanism that determines gene expression and hence heritable phenotypic variation.
    We use a biophysical model for directional selection on gene expression to estimate
    the rates of gain and loss of transcription factor binding sites (TFBS) in finite
    populations under both point and insertion/deletion mutations. Our results show
    that these rates are typically slow for a single TFBS in an isolated DNA region,
    unless the selection is extremely strong. These rates decrease drastically with
    increasing TFBS length or increasingly specific protein-DNA interactions, making
    the evolution of sites longer than ∼ 10 bp unlikely on typical eukaryotic speciation
    timescales. Similarly, evolution converges to the stationary distribution of binding
    sequences very slowly, making the equilibrium assumption questionable. The availability
    of longer regulatory sequences in which multiple binding sites can evolve simultaneously,
    the presence of “pre-sites” or partially decayed old sites in the initial sequence,
    and biophysical cooperativity between transcription factors, can all facilitate
    gain of TFBS and reconcile theoretical calculations with timescales inferred from
    comparative genomics.
article_processing_charge: No
author:
- first_name: Murat
  full_name: Tugrul, Murat
  id: 37C323C6-F248-11E8-B48F-1D18A9856A87
  last_name: Tugrul
  orcid: 0000-0002-8523-0758
- first_name: Tiago
  full_name: Paixao, Tiago
  id: 2C5658E6-F248-11E8-B48F-1D18A9856A87
  last_name: Paixao
  orcid: 0000-0003-2361-3953
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
- first_name: Gasper
  full_name: Tkacik, Gasper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkacik
  orcid: 0000-0002-6699-1455
citation:
  ama: Tugrul M, Paixao T, Barton NH, Tkačik G. Dynamics of transcription factor binding
    site evolution. <i>PLoS Genetics</i>. 2015;11(11). doi:<a href="https://doi.org/10.1371/journal.pgen.1005639">10.1371/journal.pgen.1005639</a>
  apa: Tugrul, M., Paixao, T., Barton, N. H., &#38; Tkačik, G. (2015). Dynamics of
    transcription factor binding site evolution. <i>PLoS Genetics</i>. Public Library
    of Science. <a href="https://doi.org/10.1371/journal.pgen.1005639">https://doi.org/10.1371/journal.pgen.1005639</a>
  chicago: Tugrul, Murat, Tiago Paixao, Nicholas H Barton, and Gašper Tkačik. “Dynamics
    of Transcription Factor Binding Site Evolution.” <i>PLoS Genetics</i>. Public
    Library of Science, 2015. <a href="https://doi.org/10.1371/journal.pgen.1005639">https://doi.org/10.1371/journal.pgen.1005639</a>.
  ieee: M. Tugrul, T. Paixao, N. H. Barton, and G. Tkačik, “Dynamics of transcription
    factor binding site evolution,” <i>PLoS Genetics</i>, vol. 11, no. 11. Public
    Library of Science, 2015.
  ista: Tugrul M, Paixao T, Barton NH, Tkačik G. 2015. Dynamics of transcription factor
    binding site evolution. PLoS Genetics. 11(11).
  mla: Tugrul, Murat, et al. “Dynamics of Transcription Factor Binding Site Evolution.”
    <i>PLoS Genetics</i>, vol. 11, no. 11, Public Library of Science, 2015, doi:<a
    href="https://doi.org/10.1371/journal.pgen.1005639">10.1371/journal.pgen.1005639</a>.
  short: M. Tugrul, T. Paixao, N.H. Barton, G. Tkačik, PLoS Genetics 11 (2015).
date_created: 2018-12-11T11:53:21Z
date_published: 2015-11-06T00:00:00Z
date_updated: 2026-07-29T11:31:13Z
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