---
_id: '1604'
abstract:
- lang: eng
  text: We consider the quantitative analysis problem for interprocedural control-flow
    graphs (ICFGs). The input consists of an ICFG, a positive weight function that
    assigns every transition a positive integer-valued number, and a labelling of
    the transitions (events) as good, bad, and neutral events. The weight function
    assigns to each transition a numerical value that represents ameasure of how good
    or bad an event is. The quantitative analysis problem asks whether there is a
    run of the ICFG where the ratio of the sum of the numerical weights of good events
    versus the sum of weights of bad events in the long-run is at least a given threshold
    (or equivalently, to compute the maximal ratio among all valid paths in the ICFG).
    The quantitative analysis problem for ICFGs can be solved in polynomial time,
    and we present an efficient and practical algorithm for the problem. We show that
    several problems relevant for static program analysis, such as estimating the
    worst-case execution time of a program or the average energy consumption of a
    mobile application, can be modeled in our framework. We have implemented our algorithm
    as a tool in the Java Soot framework. We demonstrate the effectiveness of our
    approach with two case studies. First, we show that our framework provides a sound
    approach (no false positives) for the analysis of inefficiently-used containers.
    Second, we show that our approach can also be used for static profiling of programs
    which reasons about methods that are frequently invoked. Our experimental results
    show that our tool scales to relatively large benchmarks, and discovers relevant
    and useful information that can be used to optimize performance of the programs.
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
- first_name: Yaron
  full_name: Velner, Yaron
  last_name: Velner
citation:
  ama: Chatterjee K, Pavlogiannis A, Velner Y. Quantitative interprocedural analysis.
    <i>Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT </i>. 2015;50(1):539-551.
    doi:<a href="https://doi.org/10.1145/2676726.2676968">10.1145/2676726.2676968</a>
  apa: 'Chatterjee, K., Pavlogiannis, A., &#38; Velner, Y. (2015). Quantitative interprocedural
    analysis. <i>Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT </i>. Mumbai, India:
    ACM. <a href="https://doi.org/10.1145/2676726.2676968">https://doi.org/10.1145/2676726.2676968</a>'
  chicago: Chatterjee, Krishnendu, Andreas Pavlogiannis, and Yaron Velner. “Quantitative
    Interprocedural Analysis.” <i>Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT
    </i>. ACM, 2015. <a href="https://doi.org/10.1145/2676726.2676968">https://doi.org/10.1145/2676726.2676968</a>.
  ieee: K. Chatterjee, A. Pavlogiannis, and Y. Velner, “Quantitative interprocedural
    analysis,” <i>Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT </i>, vol. 50,
    no. 1. ACM, pp. 539–551, 2015.
  ista: Chatterjee K, Pavlogiannis A, Velner Y. 2015. Quantitative interprocedural
    analysis. Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT . 50(1), 539–551.
  mla: Chatterjee, Krishnendu, et al. “Quantitative Interprocedural Analysis.” <i>Proceedings
    of the 42nd Annual ACM SIGPLAN-SIGACT </i>, vol. 50, no. 1, ACM, 2015, pp. 539–51,
    doi:<a href="https://doi.org/10.1145/2676726.2676968">10.1145/2676726.2676968</a>.
  short: K. Chatterjee, A. Pavlogiannis, Y. Velner, Proceedings of the 42nd Annual
    ACM SIGPLAN-SIGACT  50 (2015) 539–551.
conference:
  end_date: 2015-01-17
  location: Mumbai, India
  name: 'SIGPLAN: Symposium on Principles of Programming Languages'
  start_date: 2015-01-15
date_created: 2018-12-11T11:52:59Z
date_published: 2015-01-01T00:00:00Z
date_updated: 2023-09-07T12:01:59Z
day: '01'
department:
- _id: KrCh
doi: 10.1145/2676726.2676968
ec_funded: 1
intvolume: '        50'
issue: '1'
language:
- iso: eng
month: '01'
oa_version: None
page: 539 - 551
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: 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 42nd Annual ACM SIGPLAN-SIGACT '
publication_identifier:
  isbn:
  - 978-1-4503-3300-9
publication_status: published
publisher: ACM
publist_id: '5563'
pubrep_id: '523'
quality_controlled: '1'
related_material:
  record:
  - id: '5445'
    relation: earlier_version
    status: public
  - id: '821'
    relation: dissertation_contains
    status: public
scopus_import: 1
status: public
title: Quantitative interprocedural analysis
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 50
year: '2015'
...
---
_id: '1605'
abstract:
- lang: eng
  text: Multiaffine hybrid automata (MHA) represent a powerful formalism to model
    complex dynamical systems. This formalism is particularly suited for the representation
    of biological systems which often exhibit highly non-linear behavior. In this
    paper, we consider the problem of parameter identification for MHA. We present
    an abstraction of MHA based on linear hybrid automata, which can be analyzed by
    the SpaceEx model checker. This abstraction enables a precise handling of time-dependent
    properties. We demonstrate the potential of our approach on a model of a genetic
    regulatory network and a myocyte model.
acknowledgement: This work was partly supported by the European Research Council (ERC)
  under grant 267989 (QUAREM), by the Austrian Science Fund (FWF) under grants S11402-N23,
  S11405-N23 and S11412-N23 (RiSE/SHiNE) and Z211-N23 (Wittgenstein Award), and by
  the German Research Foundation (DFG) as part of the Transregional Collaborative
  Research Center “Automatic Verification and Analysis of Complex Systems” (SFB/TR
  14 AVACS, http://www.avacs.org/).
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Sergiy
  full_name: Bogomolov, Sergiy
  id: 369D9A44-F248-11E8-B48F-1D18A9856A87
  last_name: Bogomolov
  orcid: 0000-0002-0686-0365
- first_name: Christian
  full_name: Schilling, Christian
  id: 3A2F4DCE-F248-11E8-B48F-1D18A9856A87
  last_name: Schilling
  orcid: 0000-0003-3658-1065
- first_name: Ezio
  full_name: Bartocci, Ezio
  last_name: Bartocci
- first_name: Grégory
  full_name: Batt, Grégory
  last_name: Batt
- first_name: Hui
  full_name: Kong, Hui
  id: 3BDE25AA-F248-11E8-B48F-1D18A9856A87
  last_name: Kong
  orcid: 0000-0002-3066-6941
- first_name: Radu
  full_name: Grosu, Radu
  last_name: Grosu
citation:
  ama: 'Bogomolov S, Schilling C, Bartocci E, Batt G, Kong H, Grosu R. Abstraction-based
    parameter synthesis for multiaffine systems. In: Vol 9434. Springer; 2015:19-35.
    doi:<a href="https://doi.org/10.1007/978-3-319-26287-1_2">10.1007/978-3-319-26287-1_2</a>'
  apa: 'Bogomolov, S., Schilling, C., Bartocci, E., Batt, G., Kong, H., &#38; Grosu,
    R. (2015). Abstraction-based parameter synthesis for multiaffine systems (Vol.
    9434, pp. 19–35). Presented at the HVC: Haifa Verification Conference, Haifa,
    Israel: Springer. <a href="https://doi.org/10.1007/978-3-319-26287-1_2">https://doi.org/10.1007/978-3-319-26287-1_2</a>'
  chicago: Bogomolov, Sergiy, Christian Schilling, Ezio Bartocci, Grégory Batt, Hui
    Kong, and Radu Grosu. “Abstraction-Based Parameter Synthesis for Multiaffine Systems,”
    9434:19–35. Springer, 2015. <a href="https://doi.org/10.1007/978-3-319-26287-1_2">https://doi.org/10.1007/978-3-319-26287-1_2</a>.
  ieee: 'S. Bogomolov, C. Schilling, E. Bartocci, G. Batt, H. Kong, and R. Grosu,
    “Abstraction-based parameter synthesis for multiaffine systems,” presented at
    the HVC: Haifa Verification Conference, Haifa, Israel, 2015, vol. 9434, pp. 19–35.'
  ista: 'Bogomolov S, Schilling C, Bartocci E, Batt G, Kong H, Grosu R. 2015. Abstraction-based
    parameter synthesis for multiaffine systems. HVC: Haifa Verification Conference,
    LNCS, vol. 9434, 19–35.'
  mla: Bogomolov, Sergiy, et al. <i>Abstraction-Based Parameter Synthesis for Multiaffine
    Systems</i>. Vol. 9434, Springer, 2015, pp. 19–35, doi:<a href="https://doi.org/10.1007/978-3-319-26287-1_2">10.1007/978-3-319-26287-1_2</a>.
  short: S. Bogomolov, C. Schilling, E. Bartocci, G. Batt, H. Kong, R. Grosu, in:,
    Springer, 2015, pp. 19–35.
conference:
  end_date: 2015-11-19
  location: Haifa, Israel
  name: 'HVC: Haifa Verification Conference'
  start_date: 2015-11-17
date_created: 2018-12-11T11:52:59Z
date_published: 2015-11-28T00:00:00Z
date_updated: 2021-01-12T06:51:56Z
day: '28'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1007/978-3-319-26287-1_2
ec_funded: 1
file:
- access_level: open_access
  checksum: 3aab260f3f34641d622030ba22645b3e
  content_type: application/pdf
  creator: dernst
  date_created: 2020-05-15T08:43:19Z
  date_updated: 2020-07-14T12:45:05Z
  file_id: '7851'
  file_name: 2015_LNCS_Bogomolov.pdf
  file_size: 1053207
  relation: main_file
file_date_updated: 2020-07-14T12:45:05Z
has_accepted_license: '1'
intvolume: '      9434'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Submitted Version
page: 19 - 35
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: The Wittgenstein Prize
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication_status: published
publisher: Springer
publist_id: '5561'
quality_controlled: '1'
scopus_import: 1
status: public
title: Abstraction-based parameter synthesis for multiaffine systems
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 9434
year: '2015'
...
---
_id: '1606'
abstract:
- lang: eng
  text: 'In this paper, we present the first steps toward a runtime verification framework
    for monitoring hybrid and cyber-physical systems (CPS) development tools based
    on randomized differential testing. The development tools include hybrid systems
    reachability analysis tools, model-based development environments like Simulink/Stateflow
    (SLSF), etc. First, hybrid automaton models are randomly generated. Next, these
    hybrid automaton models are translated to a number of different tools (currently,
    SpaceEx, dReach, Flow*, HyCreate, and the MathWorks’ Simulink/Stateflow) using
    the HyST source transformation and translation tool. Then, the hybrid automaton
    models are executed in the different tools and their outputs are parsed. The final
    step is the differential comparison: the outputs of the different tools are compared.
    If the results do not agree (in the sense that an analysis or verification result
    from one tool does not match that of another tool, ignoring timeouts, etc.), a
    candidate bug is flagged and the model is saved for future analysis by the user.
    The process then repeats and the monitoring continues until the user terminates
    the process. We present preliminary results that have been useful in identifying
    a few bugs in the analysis methods of different development tools, and in an earlier
    version of HyST.'
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Luan
  full_name: Nguyen, Luan
  last_name: Nguyen
- first_name: Christian
  full_name: Schilling, Christian
  last_name: Schilling
- first_name: Sergiy
  full_name: Bogomolov, Sergiy
  id: 369D9A44-F248-11E8-B48F-1D18A9856A87
  last_name: Bogomolov
  orcid: 0000-0002-0686-0365
- first_name: Taylor
  full_name: Johnson, Taylor
  last_name: Johnson
citation:
  ama: 'Nguyen L, Schilling C, Bogomolov S, Johnson T. Runtime verification for hybrid
    analysis tools. In: <i>6th International Conference</i>. Vol 9333. Springer Nature;
    2015:281-286. doi:<a href="https://doi.org/10.1007/978-3-319-23820-3_19">10.1007/978-3-319-23820-3_19</a>'
  apa: 'Nguyen, L., Schilling, C., Bogomolov, S., &#38; Johnson, T. (2015). Runtime
    verification for hybrid analysis tools. In <i>6th International Conference</i>
    (Vol. 9333, pp. 281–286). Vienna, Austria: Springer Nature. <a href="https://doi.org/10.1007/978-3-319-23820-3_19">https://doi.org/10.1007/978-3-319-23820-3_19</a>'
  chicago: Nguyen, Luan, Christian Schilling, Sergiy Bogomolov, and Taylor Johnson.
    “Runtime Verification for Hybrid Analysis Tools.” In <i>6th International Conference</i>,
    9333:281–86. Springer Nature, 2015. <a href="https://doi.org/10.1007/978-3-319-23820-3_19">https://doi.org/10.1007/978-3-319-23820-3_19</a>.
  ieee: L. Nguyen, C. Schilling, S. Bogomolov, and T. Johnson, “Runtime verification
    for hybrid analysis tools,” in <i>6th International Conference</i>, Vienna, Austria,
    2015, vol. 9333, pp. 281–286.
  ista: 'Nguyen L, Schilling C, Bogomolov S, Johnson T. 2015. Runtime verification
    for hybrid analysis tools. 6th International Conference. RV: Runtime Verification,
    LNCS, vol. 9333, 281–286.'
  mla: Nguyen, Luan, et al. “Runtime Verification for Hybrid Analysis Tools.” <i>6th
    International Conference</i>, vol. 9333, Springer Nature, 2015, pp. 281–86, doi:<a
    href="https://doi.org/10.1007/978-3-319-23820-3_19">10.1007/978-3-319-23820-3_19</a>.
  short: L. Nguyen, C. Schilling, S. Bogomolov, T. Johnson, in:, 6th International
    Conference, Springer Nature, 2015, pp. 281–286.
conference:
  end_date: 2015-09-25
  location: Vienna, Austria
  name: 'RV: Runtime Verification'
  start_date: 2015-09-22
date_created: 2018-12-11T11:52:59Z
date_published: 2015-11-15T00:00:00Z
date_updated: 2022-02-01T14:52:59Z
day: '15'
department:
- _id: ToHe
doi: 10.1007/978-3-319-23820-3_19
ec_funded: 1
intvolume: '      9333'
language:
- iso: eng
month: '11'
oa_version: None
page: 281 - 286
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: The Wittgenstein Prize
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication: 6th International Conference
publication_identifier:
  isbn:
  - 978-3-319-23819-7
publication_status: published
publisher: Springer Nature
publist_id: '5562'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Runtime verification for hybrid analysis tools
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 9333
year: '2015'
...
---
_id: '1607'
abstract:
- lang: eng
  text: We consider the core algorithmic problems related to verification of systems
    with respect to three classical quantitative properties, namely, the mean-payoff
    property, the ratio property, and the minimum initial credit for energy property.
    The algorithmic problem given a graph and a quantitative property asks to compute
    the optimal value (the infimum value over all traces) from every node of the graph.
    We consider graphs with constant treewidth, and it is well-known that the control-flow
    graphs of most programs have constant treewidth. Let n denote the number of nodes
    of a graph, m the number of edges (for constant treewidth graphs m=O(n)) and W
    the largest absolute value of the weights. Our main theoretical results are as
    follows. First, for constant treewidth graphs we present an algorithm that approximates
    the mean-payoff value within a multiplicative factor of ϵ in time O(n⋅log(n/ϵ))
    and linear space, as compared to the classical algorithms that require quadratic
    time. Second, for the ratio property we present an algorithm that for constant
    treewidth graphs works in time O(n⋅log(|a⋅b|))=O(n⋅log(n⋅W)), when the output
    is ab, as compared to the previously best known algorithm with running time O(n2⋅log(n⋅W)).
    Third, for the minimum initial credit problem we show that (i) for general graphs
    the problem can be solved in O(n2⋅m) time and the associated decision problem
    can be solved in O(n⋅m) time, improving the previous known O(n3⋅m⋅log(n⋅W)) and
    O(n2⋅m) bounds, respectively; and (ii) for constant treewidth graphs we present
    an algorithm that requires O(n⋅logn) time, improving the previous known O(n4⋅log(n⋅W))
    bound. We have implemented some of our algorithms and show that they present a
    significant speedup on standard benchmarks.
acknowledgement: 'The research was partly supported by Austrian Science Fund (FWF)
  Grant No P23499- N23, FWF NFN Grant No S11407-N23 (RiSE/SHiNE), ERC Start grant
  (279307: Graph Games), and Microsoft faculty fellows award.'
alternative_title:
- LNCS
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- 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: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
citation:
  ama: 'Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. Faster algorithms for quantitative
    verification in constant treewidth graphs. In: Vol 9206. Springer; 2015:140-157.
    doi:<a href="https://doi.org/10.1007/978-3-319-21690-4_9">10.1007/978-3-319-21690-4_9</a>'
  apa: 'Chatterjee, K., Ibsen-Jensen, R., &#38; Pavlogiannis, A. (2015). Faster algorithms
    for quantitative verification in constant treewidth graphs (Vol. 9206, pp. 140–157).
    Presented at the CAV: Computer Aided Verification, San Francisco, CA, USA: Springer.
    <a href="https://doi.org/10.1007/978-3-319-21690-4_9">https://doi.org/10.1007/978-3-319-21690-4_9</a>'
  chicago: Chatterjee, Krishnendu, Rasmus Ibsen-Jensen, and Andreas Pavlogiannis.
    “Faster Algorithms for Quantitative Verification in Constant Treewidth Graphs,”
    9206:140–57. Springer, 2015. <a href="https://doi.org/10.1007/978-3-319-21690-4_9">https://doi.org/10.1007/978-3-319-21690-4_9</a>.
  ieee: 'K. Chatterjee, R. Ibsen-Jensen, and A. Pavlogiannis, “Faster algorithms for
    quantitative verification in constant treewidth graphs,” presented at the CAV:
    Computer Aided Verification, San Francisco, CA, USA, 2015, vol. 9206, pp. 140–157.'
  ista: 'Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. 2015. Faster algorithms for
    quantitative verification in constant treewidth graphs. CAV: Computer Aided Verification,
    LNCS, vol. 9206, 140–157.'
  mla: Chatterjee, Krishnendu, et al. <i>Faster Algorithms for Quantitative Verification
    in Constant Treewidth Graphs</i>. Vol. 9206, Springer, 2015, pp. 140–57, doi:<a
    href="https://doi.org/10.1007/978-3-319-21690-4_9">10.1007/978-3-319-21690-4_9</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, A. Pavlogiannis, in:, Springer, 2015, pp.
    140–157.
conference:
  end_date: 2015-07-24
  location: San Francisco, CA, USA
  name: 'CAV: Computer Aided Verification'
  start_date: 2015-07-18
date_created: 2018-12-11T11:52:59Z
date_published: 2015-07-16T00:00:00Z
date_updated: 2023-09-07T12:01:59Z
day: '16'
department:
- _id: KrCh
doi: 10.1007/978-3-319-21690-4_9
ec_funded: 1
intvolume: '      9206'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1504.07384
month: '07'
oa: 1
oa_version: Preprint
page: 140 - 157
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_status: published
publisher: Springer
publist_id: '5560'
quality_controlled: '1'
related_material:
  record:
  - id: '5430'
    relation: earlier_version
    status: public
  - id: '5437'
    relation: earlier_version
    status: public
  - id: '821'
    relation: dissertation_contains
    status: public
scopus_import: 1
status: public
title: Faster algorithms for quantitative verification in constant treewidth graphs
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 9206
year: '2015'
...
---
_id: '1609'
abstract:
- lang: eng
  text: The synthesis problem asks for the automatic construction of a system from
    its specification. In the traditional setting, the system is “constructed from
    scratch” rather than composed from reusable components. However, this is rare
    in practice, and almost every non-trivial software system relies heavily on the
    use of libraries of reusable components. Recently, Lustig and Vardi introduced
    dataflow and controlflow synthesis from libraries of reusable components. They
    proved that dataflow synthesis is undecidable, while controlflow synthesis is
    decidable. The problem of controlflow synthesis from libraries of probabilistic
    components was considered by Nain, Lustig and Vardi, and was shown to be decidable
    for qualitative analysis (that asks that the specification be satisfied with probability
    1). Our main contribution for controlflow synthesis from probabilistic components
    is to establish better complexity bounds for the qualitative analysis problem,
    and to show that the more general quantitative problem is undecidable. For the
    qualitative analysis, we show that the problem (i) is EXPTIME-complete when the
    specification is given as a deterministic parity word automaton, improving the
    previously known 2EXPTIME upper bound; and (ii) belongs to UP ∩ coUP and is parity-games
    hard, when the specification is given directly as a parity condition on the components,
    improving the previously known EXPTIME upper bound.
acknowledgement: 'This research was supported by Austrian Science Fund (FWF) Grant
  No P23499- N23, FWF NFN Grant No S11407-N23 (SHiNE), ERC Start grant (279307: Graph
  Games), EU FP7 Project Cassting, NSF grants CNS 1049862 and CCF-1139011, by NSF
  Expeditions in Computing project “ExCAPE: Expeditions in Computer Augmented Program
  Engineering”, by BSF grant 9800096, and by gift from Intel.'
alternative_title:
- LNCS
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: Laurent
  full_name: Doyen, Laurent
  last_name: Doyen
- first_name: Moshe
  full_name: Vardi, Moshe
  last_name: Vardi
citation:
  ama: 'Chatterjee K, Doyen L, Vardi M. The complexity of synthesis from probabilistic
    components. In: <i>42nd International Colloquium</i>. Vol 9135. Springer Nature;
    2015:108-120. doi:<a href="https://doi.org/10.1007/978-3-662-47666-6_9">10.1007/978-3-662-47666-6_9</a>'
  apa: 'Chatterjee, K., Doyen, L., &#38; Vardi, M. (2015). The complexity of synthesis
    from probabilistic components. In <i>42nd International Colloquium</i> (Vol. 9135,
    pp. 108–120). Kyoto, Japan: Springer Nature. <a href="https://doi.org/10.1007/978-3-662-47666-6_9">https://doi.org/10.1007/978-3-662-47666-6_9</a>'
  chicago: Chatterjee, Krishnendu, Laurent Doyen, and Moshe Vardi. “The Complexity
    of Synthesis from Probabilistic Components.” In <i>42nd International Colloquium</i>,
    9135:108–20. Springer Nature, 2015. <a href="https://doi.org/10.1007/978-3-662-47666-6_9">https://doi.org/10.1007/978-3-662-47666-6_9</a>.
  ieee: K. Chatterjee, L. Doyen, and M. Vardi, “The complexity of synthesis from probabilistic
    components,” in <i>42nd International Colloquium</i>, Kyoto, Japan, 2015, vol.
    9135, pp. 108–120.
  ista: 'Chatterjee K, Doyen L, Vardi M. 2015. The complexity of synthesis from probabilistic
    components. 42nd International Colloquium. ICALP: Automata, Languages and Programming,
    LNCS, vol. 9135, 108–120.'
  mla: Chatterjee, Krishnendu, et al. “The Complexity of Synthesis from Probabilistic
    Components.” <i>42nd International Colloquium</i>, vol. 9135, Springer Nature,
    2015, pp. 108–20, doi:<a href="https://doi.org/10.1007/978-3-662-47666-6_9">10.1007/978-3-662-47666-6_9</a>.
  short: K. Chatterjee, L. Doyen, M. Vardi, in:, 42nd International Colloquium, Springer
    Nature, 2015, pp. 108–120.
conference:
  end_date: 2015-07-10
  location: Kyoto, Japan
  name: 'ICALP: Automata, Languages and Programming'
  start_date: 2015-07-06
date_created: 2018-12-11T11:53:00Z
date_published: 2015-06-20T00:00:00Z
date_updated: 2022-02-01T15:04:44Z
day: '20'
department:
- _id: KrCh
doi: 10.1007/978-3-662-47666-6_9
ec_funded: 1
intvolume: '      9135'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1502.04844
month: '06'
oa: 1
oa_version: Preprint
page: 108 - 120
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'
publication: 42nd International Colloquium
publication_identifier:
  isbn:
  - 978-3-662-47665-9
publication_status: published
publisher: Springer Nature
publist_id: '5557'
quality_controlled: '1'
scopus_import: '1'
status: public
title: The complexity of synthesis from probabilistic components
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 9135
year: '2015'
...
---
_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.
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</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</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</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</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. ICALP: Automata, Languages and
    Programming, LNCS, vol. 9135, 121–133.'
  mla: Chatterjee, Krishnendu, et al. “Edit Distance for Pushdown Automata.” <i>42nd
    International Colloquium</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, 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: 2023-02-23T12:26:24Z
day: '01'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1007/978-3-662-47666-6_10
ec_funded: 1
external_id:
  arxiv:
  - '1504.08259'
intvolume: '      9135'
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: None
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: The Wittgenstein Prize
- _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
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: '465'
    relation: later_version
    status: public
  - id: '5438'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Edit distance for pushdown automata
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 9135
year: '2015'
...
---
_id: '1611'
abstract:
- lang: eng
  text: Biosensors for signaling molecules allow the study of physiological processes
    by bringing together the fields of protein engineering, fluorescence imaging,
    and cell biology. Construction of genetically encoded biosensors generally relies
    on the availability of a binding &quot;core&quot; that is both specific and stable,
    which can then be combined with fluorescent molecules to create a sensor. However,
    binding proteins with the desired properties are often not available in nature
    and substantial improvement to sensors can be required, particularly with regard
    to their durability. Ancestral protein reconstruction is a powerful protein-engineering
    tool able to generate highly stable and functional proteins. In this work, we
    sought to establish the utility of ancestral protein reconstruction to biosensor
    development, beginning with the construction of an l-arginine biosensor. l-arginine,
    as the immediate precursor to nitric oxide, is an important molecule in many physiological
    contexts including brain function. Using a combination of ancestral reconstruction
    and circular permutation, we constructed a Förster resonance energy transfer (FRET)
    biosensor for l-arginine (cpFLIPR). cpFLIPR displays high sensitivity and specificity,
    with a Kd of ∼14 μM and a maximal dynamic range of 35%. Importantly, cpFLIPR was
    highly robust, enabling accurate l-arginine measurement at physiological temperatures.
    We established that cpFLIPR is compatible with two-photon excitation fluorescence
    microscopy and report l-arginine concentrations in brain tissue.
author:
- first_name: Jason
  full_name: Whitfield, Jason
  last_name: Whitfield
- first_name: William
  full_name: Zhang, William
  last_name: Zhang
- first_name: Michel
  full_name: Herde, Michel
  last_name: Herde
- first_name: Ben
  full_name: Clifton, Ben
  last_name: Clifton
- first_name: Johanna
  full_name: Radziejewski, Johanna
  last_name: Radziejewski
- first_name: Harald L
  full_name: Janovjak, Harald L
  id: 33BA6C30-F248-11E8-B48F-1D18A9856A87
  last_name: Janovjak
  orcid: 0000-0002-8023-9315
- first_name: Christian
  full_name: Henneberger, Christian
  last_name: Henneberger
- first_name: Colin
  full_name: Jackson, Colin
  last_name: Jackson
citation:
  ama: Whitfield J, Zhang W, Herde M, et al. Construction of a robust and sensitive
    arginine biosensor through ancestral protein reconstruction. <i>Protein Science</i>.
    2015;24(9):1412-1422. doi:<a href="https://doi.org/10.1002/pro.2721">10.1002/pro.2721</a>
  apa: Whitfield, J., Zhang, W., Herde, M., Clifton, B., Radziejewski, J., Janovjak,
    H. L., … Jackson, C. (2015). Construction of a robust and sensitive arginine biosensor
    through ancestral protein reconstruction. <i>Protein Science</i>. Wiley. <a href="https://doi.org/10.1002/pro.2721">https://doi.org/10.1002/pro.2721</a>
  chicago: Whitfield, Jason, William Zhang, Michel Herde, Ben Clifton, Johanna Radziejewski,
    Harald L Janovjak, Christian Henneberger, and Colin Jackson. “Construction of
    a Robust and Sensitive Arginine Biosensor through Ancestral Protein Reconstruction.”
    <i>Protein Science</i>. Wiley, 2015. <a href="https://doi.org/10.1002/pro.2721">https://doi.org/10.1002/pro.2721</a>.
  ieee: J. Whitfield <i>et al.</i>, “Construction of a robust and sensitive arginine
    biosensor through ancestral protein reconstruction,” <i>Protein Science</i>, vol.
    24, no. 9. Wiley, pp. 1412–1422, 2015.
  ista: Whitfield J, Zhang W, Herde M, Clifton B, Radziejewski J, Janovjak HL, Henneberger
    C, Jackson C. 2015. Construction of a robust and sensitive arginine biosensor
    through ancestral protein reconstruction. Protein Science. 24(9), 1412–1422.
  mla: Whitfield, Jason, et al. “Construction of a Robust and Sensitive Arginine Biosensor
    through Ancestral Protein Reconstruction.” <i>Protein Science</i>, vol. 24, no.
    9, Wiley, 2015, pp. 1412–22, doi:<a href="https://doi.org/10.1002/pro.2721">10.1002/pro.2721</a>.
  short: J. Whitfield, W. Zhang, M. Herde, B. Clifton, J. Radziejewski, H.L. Janovjak,
    C. Henneberger, C. Jackson, Protein Science 24 (2015) 1412–1422.
date_created: 2018-12-11T11:53:01Z
date_published: 2015-09-01T00:00:00Z
date_updated: 2021-01-12T06:52:00Z
day: '01'
department:
- _id: HaJa
doi: 10.1002/pro.2721
external_id:
  pmid:
  - '26061224'
intvolume: '        24'
issue: '9'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4570536/
month: '09'
oa: 1
oa_version: Submitted Version
page: 1412 - 1422
pmid: 1
project:
- _id: 255BFFFA-B435-11E9-9278-68D0E5697425
  grant_number: RGY0084/2012
  name: In situ real-time imaging of neurotransmitter signaling using designer optical
    sensors (HFSP Young Investigator)
publication: Protein Science
publication_status: published
publisher: Wiley
publist_id: '5555'
quality_controlled: '1'
scopus_import: 1
status: public
title: Construction of a robust and sensitive arginine biosensor through ancestral
  protein reconstruction
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 24
year: '2015'
...
---
_id: '1614'
abstract:
- lang: eng
  text: 'GABAergic perisoma-inhibiting fast-spiking interneurons (PIIs) effectively
    control the activity of large neuron populations by their wide axonal arborizations.
    It is generally assumed that the output of one PII to its target cells is strong
    and rapid. Here, we show that, unexpectedly, both strength and time course of
    PII-mediated perisomatic inhibition change with distance between synaptically
    connected partners in the rodent hippocampus. Synaptic signals become weaker due
    to lower contact numbers and decay more slowly with distance, very likely resulting
    from changes in GABAA receptor subunit composition. When distance-dependent synaptic
    inhibition is introduced to a rhythmically active neuronal network model, randomly
    driven principal cell assemblies are strongly synchronized by the PIIs, leading
    to higher precision in principal cell spike times than in a network with uniform
    synaptic inhibition. '
author:
- first_name: Michael
  full_name: Strüber, Michael
  last_name: Strüber
- first_name: Peter M
  full_name: Jonas, Peter M
  id: 353C1B58-F248-11E8-B48F-1D18A9856A87
  last_name: Jonas
  orcid: 0000-0001-5001-4804
- first_name: Marlene
  full_name: Bartos, Marlene
  last_name: Bartos
citation:
  ama: Strüber M, Jonas PM, Bartos M. Strength and duration of perisomatic GABAergic
    inhibition depend on distance between synaptically connected cells. <i>PNAS</i>.
    2015;112(4):1220-1225. doi:<a href="https://doi.org/10.1073/pnas.1412996112">10.1073/pnas.1412996112</a>
  apa: Strüber, M., Jonas, P. M., &#38; Bartos, M. (2015). Strength and duration of
    perisomatic GABAergic inhibition depend on distance between synaptically connected
    cells. <i>PNAS</i>. National Academy of Sciences. <a href="https://doi.org/10.1073/pnas.1412996112">https://doi.org/10.1073/pnas.1412996112</a>
  chicago: Strüber, Michael, Peter M Jonas, and Marlene Bartos. “Strength and Duration
    of Perisomatic GABAergic Inhibition Depend on Distance between Synaptically Connected
    Cells.” <i>PNAS</i>. National Academy of Sciences, 2015. <a href="https://doi.org/10.1073/pnas.1412996112">https://doi.org/10.1073/pnas.1412996112</a>.
  ieee: M. Strüber, P. M. Jonas, and M. Bartos, “Strength and duration of perisomatic
    GABAergic inhibition depend on distance between synaptically connected cells,”
    <i>PNAS</i>, vol. 112, no. 4. National Academy of Sciences, pp. 1220–1225, 2015.
  ista: Strüber M, Jonas PM, Bartos M. 2015. Strength and duration of perisomatic
    GABAergic inhibition depend on distance between synaptically connected cells.
    PNAS. 112(4), 1220–1225.
  mla: Strüber, Michael, et al. “Strength and Duration of Perisomatic GABAergic Inhibition
    Depend on Distance between Synaptically Connected Cells.” <i>PNAS</i>, vol. 112,
    no. 4, National Academy of Sciences, 2015, pp. 1220–25, doi:<a href="https://doi.org/10.1073/pnas.1412996112">10.1073/pnas.1412996112</a>.
  short: M. Strüber, P.M. Jonas, M. Bartos, PNAS 112 (2015) 1220–1225.
date_created: 2018-12-11T11:53:02Z
date_published: 2015-01-27T00:00:00Z
date_updated: 2021-01-12T06:52:01Z
day: '27'
ddc:
- '570'
department:
- _id: PeJo
doi: 10.1073/pnas.1412996112
ec_funded: 1
external_id:
  pmid:
  - '25583495'
file:
- access_level: open_access
  checksum: 6703309a1f58493cf5a704211fb6ebed
  content_type: application/pdf
  creator: dernst
  date_created: 2019-01-17T07:52:40Z
  date_updated: 2020-07-14T12:45:07Z
  file_id: '5838'
  file_name: 2015_PNAS_Strueber.pdf
  file_size: 1280860
  relation: main_file
file_date_updated: 2020-07-14T12:45:07Z
has_accepted_license: '1'
intvolume: '       112'
issue: '4'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 1220 - 1225
pmid: 1
project:
- _id: 25C26B1E-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P24909-B24
  name: Mechanisms of transmitter release at GABAergic synapses
- _id: 25C0F108-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '268548'
  name: Nanophysiology of fast-spiking, parvalbumin-expressing GABAergic interneurons
publication: PNAS
publication_status: published
publisher: National Academy of Sciences
publist_id: '5552'
quality_controlled: '1'
scopus_import: 1
status: public
title: Strength and duration of perisomatic GABAergic inhibition depend on distance
  between synaptically connected cells
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 112
year: '2015'
...
---
_id: '1383'
abstract:
- lang: eng
  text: In plants, vacuolar H+-ATPase (V-ATPase) activity acidifies both the trans-Golgi
    network/early endosome (TGN/EE) and the vacuole. This dual V-ATPase function has
    impeded our understanding of how the pH homeostasis within the plant TGN/EE controls
    exo- and endocytosis. Here, we show that the weak V-ATPase mutant deetiolated3
    (det3) displayed a pH increase in the TGN/EE, but not in the vacuole, strongly
    impairing secretion and recycling of the brassinosteroid receptor and the cellulose
    synthase complexes to the plasma membrane, in contrast to mutants lacking tonoplast-localized
    V-ATPase activity only. The brassinosteroid insensitivity and the cellulose deficiency
    defects in det3 were tightly correlated with reduced Golgi and TGN/EE motility.
    Thus, our results provide strong evidence that acidification of the TGN/EE, but
    not of the vacuole, is indispensable for functional secretion and recycling in
    plants.
article_number: '15094'
article_processing_charge: No
article_type: original
author:
- first_name: Luo
  full_name: Yu, Luo
  last_name: Yu
- first_name: Stefan
  full_name: Scholl, Stefan
  last_name: Scholl
- first_name: Anett
  full_name: Doering, Anett
  last_name: Doering
- first_name: Zhang
  full_name: Yi, Zhang
  last_name: Yi
- first_name: Niloufer
  full_name: Irani, Niloufer
  last_name: Irani
- first_name: Simone
  full_name: Di Rubbo, Simone
  last_name: Di Rubbo
- first_name: Lutz
  full_name: Neumetzler, Lutz
  last_name: Neumetzler
- first_name: Praveen
  full_name: Krishnamoorthy, Praveen
  last_name: Krishnamoorthy
- first_name: Isabelle
  full_name: Van Houtte, Isabelle
  last_name: Van Houtte
- first_name: Evelien
  full_name: Mylle, Evelien
  last_name: Mylle
- first_name: Volker
  full_name: Bischoff, Volker
  last_name: Bischoff
- first_name: Samantha
  full_name: Vernhettes, Samantha
  last_name: Vernhettes
- first_name: Johan
  full_name: Winne, Johan
  last_name: Winne
- first_name: Jirí
  full_name: Friml, Jirí
  id: 4159519E-F248-11E8-B48F-1D18A9856A87
  last_name: Friml
  orcid: 0000-0002-8302-7596
- first_name: York
  full_name: Stierhof, York
  last_name: Stierhof
- first_name: Karin
  full_name: Schumacher, Karin
  last_name: Schumacher
- first_name: Staffan
  full_name: Persson, Staffan
  last_name: Persson
- first_name: Eugenia
  full_name: Russinova, Eugenia
  last_name: Russinova
citation:
  ama: Yu L, Scholl S, Doering A, et al. V-ATPase activity in the TGN/EE is required
    for exocytosis and recycling in Arabidopsis. <i>Nature Plants</i>. 2015;1(7).
    doi:<a href="https://doi.org/10.1038/nplants.2015.94">10.1038/nplants.2015.94</a>
  apa: Yu, L., Scholl, S., Doering, A., Yi, Z., Irani, N., Di Rubbo, S., … Russinova,
    E. (2015). V-ATPase activity in the TGN/EE is required for exocytosis and recycling
    in Arabidopsis. <i>Nature Plants</i>. Nature Publishing Group. <a href="https://doi.org/10.1038/nplants.2015.94">https://doi.org/10.1038/nplants.2015.94</a>
  chicago: Yu, Luo, Stefan Scholl, Anett Doering, Zhang Yi, Niloufer Irani, Simone
    Di Rubbo, Lutz Neumetzler, et al. “V-ATPase Activity in the TGN/EE Is Required
    for Exocytosis and Recycling in Arabidopsis.” <i>Nature Plants</i>. Nature Publishing
    Group, 2015. <a href="https://doi.org/10.1038/nplants.2015.94">https://doi.org/10.1038/nplants.2015.94</a>.
  ieee: L. Yu <i>et al.</i>, “V-ATPase activity in the TGN/EE is required for exocytosis
    and recycling in Arabidopsis,” <i>Nature Plants</i>, vol. 1, no. 7. Nature Publishing
    Group, 2015.
  ista: Yu L, Scholl S, Doering A, Yi Z, Irani N, Di Rubbo S, Neumetzler L, Krishnamoorthy
    P, Van Houtte I, Mylle E, Bischoff V, Vernhettes S, Winne J, Friml J, Stierhof
    Y, Schumacher K, Persson S, Russinova E. 2015. V-ATPase activity in the TGN/EE
    is required for exocytosis and recycling in Arabidopsis. Nature Plants. 1(7),
    15094.
  mla: Yu, Luo, et al. “V-ATPase Activity in the TGN/EE Is Required for Exocytosis
    and Recycling in Arabidopsis.” <i>Nature Plants</i>, vol. 1, no. 7, 15094, Nature
    Publishing Group, 2015, doi:<a href="https://doi.org/10.1038/nplants.2015.94">10.1038/nplants.2015.94</a>.
  short: L. Yu, S. Scholl, A. Doering, Z. Yi, N. Irani, S. Di Rubbo, L. Neumetzler,
    P. Krishnamoorthy, I. Van Houtte, E. Mylle, V. Bischoff, S. Vernhettes, J. Winne,
    J. Friml, Y. Stierhof, K. Schumacher, S. Persson, E. Russinova, Nature Plants
    1 (2015).
date_created: 2018-12-11T11:51:42Z
date_published: 2015-07-06T00:00:00Z
date_updated: 2021-01-12T06:50:18Z
day: '06'
department:
- _id: JiFr
doi: 10.1038/nplants.2015.94
external_id:
  pmid:
  - '27250258'
intvolume: '         1'
issue: '7'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4905525/
month: '07'
oa: 1
oa_version: Submitted Version
pmid: 1
publication: Nature Plants
publication_status: published
publisher: Nature Publishing Group
publist_id: '5827'
quality_controlled: '1'
scopus_import: 1
status: public
title: V-ATPase activity in the TGN/EE is required for exocytosis and recycling in
  Arabidopsis
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 1
year: '2015'
...
---
_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.
date_created: 2018-12-11T11:51:48Z
date_published: 2015-06-01T00:00:00Z
date_updated: 2023-09-07T11:41:25Z
day: '01'
degree_awarded: PhD
department:
- _id: HeEd
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: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2015'
...
---
_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.
date_created: 2018-12-11T11:51:48Z
date_published: 2015-04-01T00:00:00Z
date_updated: 2023-09-07T11:40:44Z
day: '01'
degree_awarded: PhD
department:
- _id: KrCh
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: '1709'
    relation: part_of_dissertation
    status: public
  - id: '2000'
    relation: part_of_dissertation
    status: public
  - id: '2247'
    relation: part_of_dissertation
    status: public
  - id: '2816'
    relation: part_of_dissertation
    status: public
  - id: '2858'
    relation: part_of_dissertation
    status: public
  - id: '3157'
    relation: part_of_dissertation
    status: public
  - id: '3260'
    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: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2015'
...
---
_id: '1401'
abstract:
- lang: eng
  text: 'The human ability to recognize objects in complex scenes has driven research
    in the computer vision field over couple of decades. This thesis focuses on the
    object recognition task in images. That is, given the image, we want the computer
    system to be able to predict the class of the object that appears in the image.
    A recent successful attempt to bridge semantic understanding of the image perceived
    by humans and by computers uses attribute-based models. Attributes are semantic
    properties of the objects shared across different categories, which humans and
    computers can decide on. To explore the attribute-based models we take a statistical
    machine learning approach, and address two key learning challenges in view of
    object recognition task: learning augmented attributes as mid-level discriminative
    feature representation, and learning with attributes as privileged information.
    Our main contributions are parametric and non-parametric models and algorithms
    to solve these frameworks. In the parametric approach, we explore an autoencoder
    model combined with the large margin nearest neighbor principle for mid-level
    feature learning, and linear support vector machines for learning with privileged
    information. In the non-parametric approach, we propose a supervised Indian Buffet
    Process for automatic augmentation of semantic attributes, and explore the Gaussian
    Processes classification framework for learning with privileged information. A
    thorough experimental analysis shows the effectiveness of the proposed models
    in both parametric and non-parametric views.'
acknowledgement: "I would like to thank my supervisor, Christoph Lampert, for guidance
  throughout my studies and for patience in transforming me into a scientist, and
  my thesis committee, Chris Wojtan and Horst Bischof, for their help and advice.
  \r\n\r\nI would like to thank Elisabeth Hacker who perfectly assisted all my administrative
  needs and was always nice and friendly to me, and the campus team for making the
  IST Austria campus my second home. \r\nI was honored to collaborate with brilliant
  researchers and to learn from their experience. Undoubtedly, I learned most of all
  from Novi Quadrianto: brainstorming our projects and getting exciting results was
  the most enjoyable part of my work – thank you! I am also grateful to David Knowles,
  Zoubin Ghahramani, Daniel Hernández-Lobato, Kristian Kersting and Anastasia Pentina
  for the fantastic projects we worked on together, and to Kristen Grauman and Adriana
  Kovashka for the exceptional experience working with user studies. I would like
  to thank my colleagues at IST Austria and my office mates who shared their happy
  moods, scientific breakthroughs and thought-provoking conversations with me: Chao,
  Filip, Rustem, Asya, Sameh, Alex, Vlad, Mayu, Neel, Csaba, Thomas, Vladimir, Cristina,
  Alex Z., Avro, Amelie and Emilie, Andreas H. and Andreas E., Chris, Lena, Michael,
  Ali and Ipek, Vera, Igor, Katia. Special thanks to Morten for the countless games
  of table soccer we played together and the tournaments we teamed up for: we will
  definitely win next time:) A very warm hug to Asya for always being so inspiring
  and supportive to me, and for helping me to increase the proportion of female computer
  scientists in our group. "
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Viktoriia
  full_name: Sharmanska, Viktoriia
  id: 2EA6D09E-F248-11E8-B48F-1D18A9856A87
  last_name: Sharmanska
  orcid: 0000-0003-0192-9308
citation:
  ama: 'Sharmanska V. Learning with attributes for object recognition: Parametric
    and non-parametrics views. 2015. doi:<a href="https://doi.org/10.15479/at:ista:1401">10.15479/at:ista:1401</a>'
  apa: 'Sharmanska, V. (2015). <i>Learning with attributes for object recognition:
    Parametric and non-parametrics views</i>. Institute of Science and Technology
    Austria. <a href="https://doi.org/10.15479/at:ista:1401">https://doi.org/10.15479/at:ista:1401</a>'
  chicago: 'Sharmanska, Viktoriia. “Learning with Attributes for Object Recognition:
    Parametric and Non-Parametrics Views.” Institute of Science and Technology Austria,
    2015. <a href="https://doi.org/10.15479/at:ista:1401">https://doi.org/10.15479/at:ista:1401</a>.'
  ieee: 'V. Sharmanska, “Learning with attributes for object recognition: Parametric
    and non-parametrics views,” Institute of Science and Technology Austria, 2015.'
  ista: 'Sharmanska V. 2015. Learning with attributes for object recognition: Parametric
    and non-parametrics views. Institute of Science and Technology Austria.'
  mla: 'Sharmanska, Viktoriia. <i>Learning with Attributes for Object Recognition:
    Parametric and Non-Parametrics Views</i>. Institute of Science and Technology
    Austria, 2015, doi:<a href="https://doi.org/10.15479/at:ista:1401">10.15479/at:ista:1401</a>.'
  short: 'V. Sharmanska, Learning with Attributes for Object Recognition: Parametric
    and Non-Parametrics Views, Institute of Science and Technology Austria, 2015.'
date_created: 2018-12-11T11:51:48Z
date_published: 2015-04-01T00:00:00Z
date_updated: 2023-09-07T11:40:11Z
day: '01'
ddc:
- '000'
degree_awarded: PhD
department:
- _id: ChLa
- _id: GradSch
doi: 10.15479/at:ista:1401
file:
- access_level: open_access
  checksum: 3605b402bb6934e09ae4cf672c84baf7
  content_type: application/pdf
  creator: dernst
  date_created: 2021-02-22T11:33:17Z
  date_updated: 2021-02-22T11:33:17Z
  file_id: '9177'
  file_name: 2015_Thesis_Sharmanska.pdf
  file_size: 7964342
  relation: main_file
  success: 1
- access_level: closed
  checksum: e37593b3ee75bf3180629df2d6ca8f4e
  content_type: application/pdf
  creator: cchlebak
  date_created: 2021-11-16T14:40:45Z
  date_updated: 2021-11-17T13:47:24Z
  file_id: '10297'
  file_name: 2015_Thesis_Sharmanska_pdfa.pdf
  file_size: 7372241
  relation: main_file
file_date_updated: 2021-11-17T13:47:24Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: http://users.sussex.ac.uk/~nq28/viktoriia/Thesis_Sharmanska.pdf
month: '04'
oa: 1
oa_version: Published Version
page: '144'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
publist_id: '5806'
status: public
supervisor:
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
title: 'Learning with attributes for object recognition: Parametric and non-parametrics
  views'
type: dissertation
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2015'
...
---
_id: '1424'
abstract:
- lang: eng
  text: We consider the problem of statistical computations with persistence diagrams,
    a summary representation of topological features in data. These diagrams encode
    persistent homology, a widely used invariant in topological data analysis. While
    several avenues towards a statistical treatment of the diagrams have been explored
    recently, we follow an alternative route that is motivated by the success of methods
    based on the embedding of probability measures into reproducing kernel Hilbert
    spaces. In fact, a positive definite kernel on persistence diagrams has recently
    been proposed, connecting persistent homology to popular kernel-based learning
    techniques such as support vector machines. However, important properties of that
    kernel enabling a principled use in the context of probability measure embeddings
    remain to be explored. Our contribution is to close this gap by proving universality
    of a variant of the original kernel, and to demonstrate its effective use in twosample
    hypothesis testing on synthetic as well as real-world data.
acknowledgement: This work was partially supported by the Austrian Science FUnd, project
  no. KLI 00012.
alternative_title:
- Advances in Neural Information Processing Systems
author:
- first_name: Roland
  full_name: Kwitt, Roland
  last_name: Kwitt
- first_name: Stefan
  full_name: Huber, Stefan
  id: 4700A070-F248-11E8-B48F-1D18A9856A87
  last_name: Huber
  orcid: 0000-0002-8871-5814
- first_name: Marc
  full_name: Niethammer, Marc
  last_name: Niethammer
- first_name: Weili
  full_name: Lin, Weili
  last_name: Lin
- first_name: Ulrich
  full_name: Bauer, Ulrich
  id: 2ADD483A-F248-11E8-B48F-1D18A9856A87
  last_name: Bauer
  orcid: 0000-0002-9683-0724
citation:
  ama: 'Kwitt R, Huber S, Niethammer M, Lin W, Bauer U. Statistical topological data
    analysis-A kernel perspective. In: Vol 28. Neural Information Processing Systems;
    2015:3070-3078.'
  apa: 'Kwitt, R., Huber, S., Niethammer, M., Lin, W., &#38; Bauer, U. (2015). Statistical
    topological data analysis-A kernel perspective (Vol. 28, pp. 3070–3078). Presented
    at the NIPS: Neural Information Processing Systems, Montreal, Canada: Neural Information
    Processing Systems.'
  chicago: Kwitt, Roland, Stefan Huber, Marc Niethammer, Weili Lin, and Ulrich Bauer.
    “Statistical Topological Data Analysis-A Kernel Perspective,” 28:3070–78. Neural
    Information Processing Systems, 2015.
  ieee: 'R. Kwitt, S. Huber, M. Niethammer, W. Lin, and U. Bauer, “Statistical topological
    data analysis-A kernel perspective,” presented at the NIPS: Neural Information
    Processing Systems, Montreal, Canada, 2015, vol. 28, pp. 3070–3078.'
  ista: 'Kwitt R, Huber S, Niethammer M, Lin W, Bauer U. 2015. Statistical topological
    data analysis-A kernel perspective. NIPS: Neural Information Processing Systems,
    Advances in Neural Information Processing Systems, vol. 28, 3070–3078.'
  mla: Kwitt, Roland, et al. <i>Statistical Topological Data Analysis-A Kernel Perspective</i>.
    Vol. 28, Neural Information Processing Systems, 2015, pp. 3070–78.
  short: R. Kwitt, S. Huber, M. Niethammer, W. Lin, U. Bauer, in:, Neural Information
    Processing Systems, 2015, pp. 3070–3078.
conference:
  end_date: 2015-12-12
  location: Montreal, Canada
  name: 'NIPS: Neural Information Processing Systems'
  start_date: 2015-12-07
date_created: 2018-12-11T11:51:56Z
date_published: 2015-12-01T00:00:00Z
date_updated: 2021-01-12T06:50:38Z
day: '01'
department:
- _id: HeEd
intvolume: '        28'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://papers.nips.cc/paper/5887-statistical-topological-data-analysis-a-kernel-perspective
month: '12'
oa: 1
oa_version: Submitted Version
page: 3070 - 3078
publication_status: published
publisher: Neural Information Processing Systems
publist_id: '5782'
quality_controlled: '1'
status: public
title: Statistical topological data analysis-A kernel perspective
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 28
year: '2015'
...
---
_id: '1425'
abstract:
- lang: eng
  text: 'In this work we aim at extending the theoretical foundations of lifelong
    learning. Previous work analyzing this scenario is based on the assumption that
    learning tasks are sampled i.i.d. from a task environment or limited to strongly
    constrained data distributions. Instead, we study two scenarios when lifelong
    learning is possible, even though the observed tasks do not form an i.i.d. sample:
    first, when they are sampled from the same environment, but possibly with dependencies,
    and second, when the task environment is allowed to change over time in a consistent
    way. In the first case we prove a PAC-Bayesian theorem that can be seen as a direct
    generalization of the analogous previous result for the i.i.d. case. For the second
    scenario we propose to learn an inductive bias in form of a transfer procedure.
    We present a generalization bound and show on a toy example how it can be used
    to identify a beneficial transfer algorithm.'
alternative_title:
- Advances in Neural Information Processing Systems
author:
- first_name: Anastasia
  full_name: Pentina, Anastasia
  id: 42E87FC6-F248-11E8-B48F-1D18A9856A87
  last_name: Pentina
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
citation:
  ama: 'Pentina A, Lampert C. Lifelong learning with non-i.i.d. tasks. In: Vol 2015.
    Neural Information Processing Systems; 2015:1540-1548.'
  apa: 'Pentina, A., &#38; Lampert, C. (2015). Lifelong learning with non-i.i.d. tasks
    (Vol. 2015, pp. 1540–1548). Presented at the NIPS: Neural Information Processing
    Systems, Montreal, Canada: Neural Information Processing Systems.'
  chicago: Pentina, Anastasia, and Christoph Lampert. “Lifelong Learning with Non-i.i.d.
    Tasks,” 2015:1540–48. Neural Information Processing Systems, 2015.
  ieee: 'A. Pentina and C. Lampert, “Lifelong learning with non-i.i.d. tasks,” presented
    at the NIPS: Neural Information Processing Systems, Montreal, Canada, 2015, vol.
    2015, pp. 1540–1548.'
  ista: 'Pentina A, Lampert C. 2015. Lifelong learning with non-i.i.d. tasks. NIPS:
    Neural Information Processing Systems, Advances in Neural Information Processing
    Systems, vol. 2015, 1540–1548.'
  mla: Pentina, Anastasia, and Christoph Lampert. <i>Lifelong Learning with Non-i.i.d.
    Tasks</i>. Vol. 2015, Neural Information Processing Systems, 2015, pp. 1540–48.
  short: A. Pentina, C. Lampert, in:, Neural Information Processing Systems, 2015,
    pp. 1540–1548.
conference:
  end_date: 2015-12-12
  location: Montreal, Canada
  name: 'NIPS: Neural Information Processing Systems'
  start_date: 2015-12-07
date_created: 2018-12-11T11:51:57Z
date_published: 2015-01-01T00:00:00Z
date_updated: 2021-01-12T06:50:39Z
day: '01'
department:
- _id: ChLa
ec_funded: 1
intvolume: '      2015'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://papers.nips.cc/paper/6007-lifelong-learning-with-non-iid-tasks
month: '01'
oa: 1
oa_version: None
page: 1540 - 1548
project:
- _id: 2532554C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '308036'
  name: Lifelong Learning of Visual Scene Understanding
publication_status: published
publisher: Neural Information Processing Systems
publist_id: '5781'
quality_controlled: '1'
scopus_import: 1
status: public
title: Lifelong learning with non-i.i.d. tasks
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 2015
year: '2015'
...
---
_id: '1430'
abstract:
- lang: eng
  text: Evolutionary algorithms (EAs) form a popular optimisation paradigm inspired
    by natural evolution. In recent years the field of evolutionary computation has
    developed a rigorous analytical theory to analyse their runtime on many illustrative
    problems. Here we apply this theory to a simple model of natural evolution. In
    the Strong Selection Weak Mutation (SSWM) evolutionary regime the time between
    occurrence of new mutations is much longer than the time it takes for a new beneficial
    mutation to take over the population. In this situation, the population only contains
    copies of one genotype and evolution can be modelled as a (1+1)-type process where
    the probability of accepting a new genotype (improvements or worsenings) depends
    on the change in fitness. We present an initial runtime analysis of SSWM, quantifying
    its performance for various parameters and investigating differences to the (1+1)
    EA. We show that SSWM can have a moderate advantage over the (1+1) EA at crossing
    fitness valleys and study an example where SSWM outperforms the (1+1) EA by taking
    advantage of information on the fitness gradient.
author:
- first_name: Tiago
  full_name: Paixao, Tiago
  id: 2C5658E6-F248-11E8-B48F-1D18A9856A87
  last_name: Paixao
  orcid: 0000-0003-2361-3953
- first_name: Dirk
  full_name: Sudholt, Dirk
  last_name: Sudholt
- first_name: Jorge
  full_name: Heredia, Jorge
  last_name: Heredia
- 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, Sudholt D, Heredia J, Trubenova B. First steps towards a runtime
    comparison of natural and artificial evolution. In: <i>Proceedings of the 2015
    Annual Conference on Genetic and Evolutionary Computation</i>. ACM; 2015:1455-1462.
    doi:<a href="https://doi.org/10.1145/2739480.2754758">10.1145/2739480.2754758</a>'
  apa: 'Paixao, T., Sudholt, D., Heredia, J., &#38; Trubenova, B. (2015). First steps
    towards a runtime comparison of natural and artificial evolution. In <i>Proceedings
    of the 2015 Annual Conference on Genetic and Evolutionary Computation</i> (pp.
    1455–1462). Madrid, Spain: ACM. <a href="https://doi.org/10.1145/2739480.2754758">https://doi.org/10.1145/2739480.2754758</a>'
  chicago: Paixao, Tiago, Dirk Sudholt, Jorge Heredia, and Barbora Trubenova. “First
    Steps towards a Runtime Comparison of Natural and Artificial Evolution.” In <i>Proceedings
    of the 2015 Annual Conference on Genetic and Evolutionary Computation</i>, 1455–62.
    ACM, 2015. <a href="https://doi.org/10.1145/2739480.2754758">https://doi.org/10.1145/2739480.2754758</a>.
  ieee: T. Paixao, D. Sudholt, J. Heredia, and B. Trubenova, “First steps towards
    a runtime comparison of natural and artificial evolution,” in <i>Proceedings of
    the 2015 Annual Conference on Genetic and Evolutionary Computation</i>, Madrid,
    Spain, 2015, pp. 1455–1462.
  ista: 'Paixao T, Sudholt D, Heredia J, Trubenova B. 2015. First steps towards a
    runtime comparison of natural and artificial evolution. Proceedings of the 2015
    Annual Conference on Genetic and Evolutionary Computation. GECCO: Genetic and
    evolutionary computation conference, 1455–1462.'
  mla: Paixao, Tiago, et al. “First Steps towards a Runtime Comparison of Natural
    and Artificial Evolution.” <i>Proceedings of the 2015 Annual Conference on Genetic
    and Evolutionary Computation</i>, ACM, 2015, pp. 1455–62, doi:<a href="https://doi.org/10.1145/2739480.2754758">10.1145/2739480.2754758</a>.
  short: T. Paixao, D. Sudholt, J. Heredia, B. Trubenova, in:, Proceedings of the
    2015 Annual Conference on Genetic and Evolutionary Computation, ACM, 2015, pp.
    1455–1462.
conference:
  end_date: 2015-07-15
  location: Madrid, Spain
  name: 'GECCO: Genetic and evolutionary computation conference'
  start_date: 2015-07-11
date_created: 2018-12-11T11:51:58Z
date_published: 2015-07-11T00:00:00Z
date_updated: 2021-01-12T06:50:41Z
day: '11'
department:
- _id: NiBa
- _id: CaGu
doi: 10.1145/2739480.2754758
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1504.06260
month: '07'
oa: 1
oa_version: Preprint
page: 1455 - 1462
project:
- _id: 25B1EC9E-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '618091'
  name: Speed of Adaptation in Population Genetics and Evolutionary Computation
publication: Proceedings of the 2015 Annual Conference on Genetic and Evolutionary
  Computation
publication_status: published
publisher: ACM
publist_id: '5768'
quality_controlled: '1'
scopus_import: 1
status: public
title: First steps towards a runtime comparison of natural and artificial evolution
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '9532'
abstract:
- lang: eng
  text: Genomic imprinting, an inherently epigenetic phenomenon defined by parent
    of origin-dependent gene expression, is observed in mammals and flowering plants.
    Genome-scale surveys of imprinted expression and the underlying differential epigenetic
    marks have led to the discovery of hundreds of imprinted plant genes and confirmed
    DNA and histone methylation as key regulators of plant imprinting. However, the
    biological roles of the vast majority of imprinted plant genes are unknown, and
    the evolutionary forces shaping plant imprinting remain rather opaque. Here, we
    review the mechanisms of plant genomic imprinting and discuss theories of imprinting
    evolution and biological significance in light of recent findings.
article_processing_charge: No
article_type: review
author:
- first_name: Jessica A.
  full_name: Rodrigues, Jessica A.
  last_name: Rodrigues
- first_name: Daniel
  full_name: Zilberman, Daniel
  id: 6973db13-dd5f-11ea-814e-b3e5455e9ed1
  last_name: Zilberman
  orcid: 0000-0002-0123-8649
citation:
  ama: Rodrigues JA, Zilberman D. Evolution and function of genomic imprinting in
    plants. <i>Genes and Development</i>. 2015;29(24):2517–2531. doi:<a href="https://doi.org/10.1101/gad.269902.115">10.1101/gad.269902.115</a>
  apa: Rodrigues, J. A., &#38; Zilberman, D. (2015). Evolution and function of genomic
    imprinting in plants. <i>Genes and Development</i>. Cold Spring Harbor Laboratory
    Press. <a href="https://doi.org/10.1101/gad.269902.115">https://doi.org/10.1101/gad.269902.115</a>
  chicago: Rodrigues, Jessica A., and Daniel Zilberman. “Evolution and Function of
    Genomic Imprinting in Plants.” <i>Genes and Development</i>. Cold Spring Harbor
    Laboratory Press, 2015. <a href="https://doi.org/10.1101/gad.269902.115">https://doi.org/10.1101/gad.269902.115</a>.
  ieee: J. A. Rodrigues and D. Zilberman, “Evolution and function of genomic imprinting
    in plants,” <i>Genes and Development</i>, vol. 29, no. 24. Cold Spring Harbor
    Laboratory Press, pp. 2517–2531, 2015.
  ista: Rodrigues JA, Zilberman D. 2015. Evolution and function of genomic imprinting
    in plants. Genes and Development. 29(24), 2517–2531.
  mla: Rodrigues, Jessica A., and Daniel Zilberman. “Evolution and Function of Genomic
    Imprinting in Plants.” <i>Genes and Development</i>, vol. 29, no. 24, Cold Spring
    Harbor Laboratory Press, 2015, pp. 2517–2531, doi:<a href="https://doi.org/10.1101/gad.269902.115">10.1101/gad.269902.115</a>.
  short: J.A. Rodrigues, D. Zilberman, Genes and Development 29 (2015) 2517–2531.
date_created: 2021-06-08T09:56:24Z
date_published: 2015-12-15T00:00:00Z
date_updated: 2021-12-14T07:58:15Z
day: '15'
ddc:
- '570'
department:
- _id: DaZi
doi: 10.1101/gad.269902.115
extern: '1'
external_id:
  pmid:
  - '26680300'
file:
- access_level: open_access
  checksum: 086a88cfca4677646da26ed960cb02e9
  content_type: application/pdf
  creator: asandaue
  date_created: 2021-06-08T09:55:10Z
  date_updated: 2021-06-08T09:55:10Z
  file_id: '9533'
  file_name: 2015_GenesAndDevelopment_Rodrigues.pdf
  file_size: 1116846
  relation: main_file
  success: 1
file_date_updated: 2021-06-08T09:55:10Z
has_accepted_license: '1'
intvolume: '        29'
issue: '24'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc/4.0/
month: '12'
oa: 1
oa_version: Published Version
page: 2517–2531
pmid: 1
publication: Genes and Development
publication_identifier:
  eissn:
  - 1549-5477
  issn:
  - 0890-9369
publication_status: published
publisher: Cold Spring Harbor Laboratory Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: Evolution and function of genomic imprinting in plants
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: journal_article
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 29
year: '2015'
...
---
_id: '12196'
abstract:
- lang: eng
  text: SNC1 (SUPPRESSOR OF NPR1, CONSTITUTIVE 1) is one of a suite of intracellular
    Arabidopsis NOD-like receptor (NLR) proteins which, upon activation, result in
    the induction of defense responses. However, the molecular mechanisms underlying
    NLR activation and the subsequent provocation of immune responses are only partially
    characterized. To identify negative regulators of NLR-mediated immunity, a forward
    genetic screen was undertaken to search for enhancers of the dwarf, autoimmune
    gain-of-function snc1 mutant. To avoid lethality resulting from severe dwarfism,
    the screen was conducted using mos4 (modifier of snc1, 4) snc1 plants, which display
    wild-type-like morphology and resistance. M2 progeny were screened for mutant,
    snc1-enhancing (muse) mutants displaying a reversion to snc1-like phenotypes.
    The muse9 mos4 snc1 triple mutant was found to exhibit dwarf morphology, elevated
    expression of the pPR2-GUS defense marker reporter gene and enhanced resistance
    to the oomycete pathogen Hyaloperonospora arabidopsidis Noco2. Via map-based cloning
    and Illumina sequencing, it was determined that the muse9 mutation is in the gene
    encoding the SWI/SNF chromatin remodeler SYD (SPLAYED), and was thus renamed syd-10.
    The syd-10 single mutant has no observable alteration from wild-type-like resistance,
    although the syd-4 T-DNA insertion allele displays enhanced resistance to the
    bacterial pathogen Pseudomonas syringae pv. maculicola ES4326. Transcription of
    SNC1 is increased in both syd-4 and syd-10. These data suggest that SYD plays
    a subtle, specific role in the regulation of SNC1 expression and SNC1-mediated
    immunity. SYD may work with other proteins at the chromatin level to repress SNC1
    transcription; such regulation is important for fine-tuning the expression of
    NLR-encoding genes to prevent unpropitious autoimmunity.
acknowledgement: "This work was supported by the National Sciences and Engineering
  Research Council of Canada [Canada Graduate\r\nScholarship–Doctoral to K.J.; Discovery
  Grant to X.L.]; the department of Botany at the University of f British Columbia\r\n[the
  Dewar Cooper Memorial Fund to X.L.].The authors would like to thank Dr. Yuelin Zhang
  and Ms. Yan Li for their assistance with next-generation sequencing, and Mr. Charles
  Copeland for critical reading of the manuscript."
article_processing_charge: No
article_type: original
author:
- first_name: Kaeli C.M.
  full_name: Johnson, Kaeli C.M.
  last_name: Johnson
- first_name: Shitou
  full_name: Xia, Shitou
  last_name: Xia
- first_name: Xiaoqi
  full_name: Feng, Xiaoqi
  id: e0164712-22ee-11ed-b12a-d80fcdf35958
  last_name: Feng
  orcid: 0000-0002-4008-1234
- first_name: Xin
  full_name: Li, Xin
  last_name: Li
citation:
  ama: Johnson KCM, Xia S, Feng X, Li X. The chromatin remodeler SPLAYED negatively
    regulates SNC1-mediated immunity. <i>Plant and Cell Physiology</i>. 2015;56(8):1616-1623.
    doi:<a href="https://doi.org/10.1093/pcp/pcv087">10.1093/pcp/pcv087</a>
  apa: Johnson, K. C. M., Xia, S., Feng, X., &#38; Li, X. (2015). The chromatin remodeler
    SPLAYED negatively regulates SNC1-mediated immunity. <i>Plant and Cell Physiology</i>.
    Oxford University Press. <a href="https://doi.org/10.1093/pcp/pcv087">https://doi.org/10.1093/pcp/pcv087</a>
  chicago: Johnson, Kaeli C.M., Shitou Xia, Xiaoqi Feng, and Xin Li. “The Chromatin
    Remodeler SPLAYED Negatively Regulates SNC1-Mediated Immunity.” <i>Plant and Cell
    Physiology</i>. Oxford University Press, 2015. <a href="https://doi.org/10.1093/pcp/pcv087">https://doi.org/10.1093/pcp/pcv087</a>.
  ieee: K. C. M. Johnson, S. Xia, X. Feng, and X. Li, “The chromatin remodeler SPLAYED
    negatively regulates SNC1-mediated immunity,” <i>Plant and Cell Physiology</i>,
    vol. 56, no. 8. Oxford University Press, pp. 1616–1623, 2015.
  ista: Johnson KCM, Xia S, Feng X, Li X. 2015. The chromatin remodeler SPLAYED negatively
    regulates SNC1-mediated immunity. Plant and Cell Physiology. 56(8), 1616–1623.
  mla: Johnson, Kaeli C. M., et al. “The Chromatin Remodeler SPLAYED Negatively Regulates
    SNC1-Mediated Immunity.” <i>Plant and Cell Physiology</i>, vol. 56, no. 8, Oxford
    University Press, 2015, pp. 1616–23, doi:<a href="https://doi.org/10.1093/pcp/pcv087">10.1093/pcp/pcv087</a>.
  short: K.C.M. Johnson, S. Xia, X. Feng, X. Li, Plant and Cell Physiology 56 (2015)
    1616–1623.
date_created: 2023-01-16T09:20:22Z
date_published: 2015-08-01T00:00:00Z
date_updated: 2023-05-08T11:03:23Z
department:
- _id: XiFe
doi: 10.1093/pcp/pcv087
extern: '1'
external_id:
  pmid:
  - '26063389'
intvolume: '        56'
issue: '8'
keyword:
- Cell Biology
- Plant Science
- Physiology
- General Medicine
language:
- iso: eng
month: '08'
oa_version: None
page: 1616-1623
pmid: 1
publication: Plant and Cell Physiology
publication_identifier:
  issn:
  - 0032-0781
  - 1471-9053
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: The chromatin remodeler SPLAYED negatively regulates SNC1-mediated immunity
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 56
year: '2015'
...
---
_id: '12881'
acknowledgement: This work was supported by the DFG (SPP 1527) and the EU (FP7, REA
  grant no 291734).
article_processing_charge: No
author:
- first_name: Georg S
  full_name: Martius, Georg S
  id: 3A276B68-F248-11E8-B48F-1D18A9856A87
  last_name: Martius
- first_name: Eckehard
  full_name: Olbrich, Eckehard
  last_name: Olbrich
citation:
  ama: 'Martius GS, Olbrich E. Quantifying self-organizing behavior of autonomous
    robots. In: <i>Proceedings of the 13th European Conference on Artificial Life</i>.
    MIT Press; 2015:78. doi:<a href="https://doi.org/10.7551/978-0-262-33027-5-ch018">10.7551/978-0-262-33027-5-ch018</a>'
  apa: 'Martius, G. S., &#38; Olbrich, E. (2015). Quantifying self-organizing behavior
    of autonomous robots. In <i>Proceedings of the 13th European Conference on Artificial
    Life</i> (p. 78). York, United Kingdom: MIT Press. <a href="https://doi.org/10.7551/978-0-262-33027-5-ch018">https://doi.org/10.7551/978-0-262-33027-5-ch018</a>'
  chicago: Martius, Georg S, and Eckehard Olbrich. “Quantifying Self-Organizing Behavior
    of Autonomous Robots.” In <i>Proceedings of the 13th European Conference on Artificial
    Life</i>, 78. MIT Press, 2015. <a href="https://doi.org/10.7551/978-0-262-33027-5-ch018">https://doi.org/10.7551/978-0-262-33027-5-ch018</a>.
  ieee: G. S. Martius and E. Olbrich, “Quantifying self-organizing behavior of autonomous
    robots,” in <i>Proceedings of the 13th European Conference on Artificial Life</i>,
    York, United Kingdom, 2015, p. 78.
  ista: 'Martius GS, Olbrich E. 2015. Quantifying self-organizing behavior of autonomous
    robots. Proceedings of the 13th European Conference on Artificial Life. ECAL:
    European Conference on Artificial Life, 78.'
  mla: Martius, Georg S., and Eckehard Olbrich. “Quantifying Self-Organizing Behavior
    of Autonomous Robots.” <i>Proceedings of the 13th European Conference on Artificial
    Life</i>, MIT Press, 2015, p. 78, doi:<a href="https://doi.org/10.7551/978-0-262-33027-5-ch018">10.7551/978-0-262-33027-5-ch018</a>.
  short: G.S. Martius, E. Olbrich, in:, Proceedings of the 13th European Conference
    on Artificial Life, MIT Press, 2015, p. 78.
conference:
  end_date: 2015-07-24
  location: York, United Kingdom
  name: 'ECAL: European Conference on Artificial Life'
  start_date: 2015-07-20
date_created: 2023-04-30T22:01:07Z
date_published: 2015-07-01T00:00:00Z
date_updated: 2023-05-02T07:06:21Z
day: '01'
ddc:
- '000'
department:
- _id: ChLa
doi: 10.7551/978-0-262-33027-5-ch018
ec_funded: 1
file:
- access_level: open_access
  checksum: 880eabe59c9df12f06a882aa1bc4e600
  content_type: application/pdf
  creator: dernst
  date_created: 2023-05-02T07:02:59Z
  date_updated: 2023-05-02T07:02:59Z
  file_id: '12882'
  file_name: 2015_ECAL_Martius.pdf
  file_size: 1674241
  relation: main_file
  success: 1
file_date_updated: 2023-05-02T07:02:59Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '78'
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: Proceedings of the 13th European Conference on Artificial Life
publication_identifier:
  isbn:
  - '9780262330275'
publication_status: published
publisher: MIT Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: Quantifying self-organizing behavior of autonomous robots
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
year: '2015'
...
---
_id: '9711'
article_processing_charge: No
author:
- first_name: Guillaume
  full_name: Chevereau, Guillaume
  id: 424D78A0-F248-11E8-B48F-1D18A9856A87
  last_name: Chevereau
- first_name: Marta
  full_name: Lukacisinova, Marta
  id: 4342E402-F248-11E8-B48F-1D18A9856A87
  last_name: Lukacisinova
  orcid: 0000-0002-2519-8004
- first_name: Tugce
  full_name: Batur, Tugce
  last_name: Batur
- first_name: Aysegul
  full_name: Guvenek, Aysegul
  last_name: Guvenek
- first_name: Dilay Hazal
  full_name: Ayhan, Dilay Hazal
  last_name: Ayhan
- first_name: Erdal
  full_name: Toprak, Erdal
  last_name: Toprak
- first_name: Mark Tobias
  full_name: Bollenbach, Mark Tobias
  id: 3E6DB97A-F248-11E8-B48F-1D18A9856A87
  last_name: Bollenbach
  orcid: 0000-0003-4398-476X
citation:
  ama: Chevereau G, Lukacisinova M, Batur T, et al. Excel file containing the raw
    data for all figures. 2015. doi:<a href="https://doi.org/10.1371/journal.pbio.1002299.s001">10.1371/journal.pbio.1002299.s001</a>
  apa: Chevereau, G., Lukacisinova, M., Batur, T., Guvenek, A., Ayhan, D. H., Toprak,
    E., &#38; Bollenbach, M. T. (2015). Excel file containing the raw data for all
    figures. Public Library of Science. <a href="https://doi.org/10.1371/journal.pbio.1002299.s001">https://doi.org/10.1371/journal.pbio.1002299.s001</a>
  chicago: Chevereau, Guillaume, Marta Lukacisinova, Tugce Batur, Aysegul Guvenek,
    Dilay Hazal Ayhan, Erdal Toprak, and Mark Tobias Bollenbach. “Excel File Containing
    the Raw Data for All Figures.” Public Library of Science, 2015. <a href="https://doi.org/10.1371/journal.pbio.1002299.s001">https://doi.org/10.1371/journal.pbio.1002299.s001</a>.
  ieee: G. Chevereau <i>et al.</i>, “Excel file containing the raw data for all figures.”
    Public Library of Science, 2015.
  ista: Chevereau G, Lukacisinova M, Batur T, Guvenek A, Ayhan DH, Toprak E, Bollenbach
    MT. 2015. Excel file containing the raw data for all figures, Public Library of
    Science, <a href="https://doi.org/10.1371/journal.pbio.1002299.s001">10.1371/journal.pbio.1002299.s001</a>.
  mla: Chevereau, Guillaume, et al. <i>Excel File Containing the Raw Data for All
    Figures</i>. Public Library of Science, 2015, doi:<a href="https://doi.org/10.1371/journal.pbio.1002299.s001">10.1371/journal.pbio.1002299.s001</a>.
  short: G. Chevereau, M. Lukacisinova, T. Batur, A. Guvenek, D.H. Ayhan, E. Toprak,
    M.T. Bollenbach, (2015).
date_created: 2021-07-23T11:53:50Z
date_published: 2015-11-18T00:00:00Z
date_updated: 2023-02-23T10:07:02Z
day: '18'
department:
- _id: ToBo
doi: 10.1371/journal.pbio.1002299.s001
month: '11'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '1619'
    relation: used_in_publication
    status: public
status: public
title: Excel file containing the raw data for all figures
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2015'
...
---
_id: '9712'
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: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
citation:
  ama: Tugrul M, Paixao T, Barton NH, Tkačik G. Other fitness models for comparison
    &#38; for interacting TFBSs. 2015. doi:<a href="https://doi.org/10.1371/journal.pgen.1005639.s001">10.1371/journal.pgen.1005639.s001</a>
  apa: Tugrul, M., Paixao, T., Barton, N. H., &#38; Tkačik, G. (2015). Other fitness
    models for comparison &#38; for interacting TFBSs. Public Library of Science.
    <a href="https://doi.org/10.1371/journal.pgen.1005639.s001">https://doi.org/10.1371/journal.pgen.1005639.s001</a>
  chicago: Tugrul, Murat, Tiago Paixao, Nicholas H Barton, and Gašper Tkačik. “Other
    Fitness Models for Comparison &#38; for Interacting TFBSs.” Public Library of
    Science, 2015. <a href="https://doi.org/10.1371/journal.pgen.1005639.s001">https://doi.org/10.1371/journal.pgen.1005639.s001</a>.
  ieee: M. Tugrul, T. Paixao, N. H. Barton, and G. Tkačik, “Other fitness models for
    comparison &#38; for interacting TFBSs.” Public Library of Science, 2015.
  ista: Tugrul M, Paixao T, Barton NH, Tkačik G. 2015. Other fitness models for comparison
    &#38; for interacting TFBSs, Public Library of Science, <a href="https://doi.org/10.1371/journal.pgen.1005639.s001">10.1371/journal.pgen.1005639.s001</a>.
  mla: Tugrul, Murat, et al. <i>Other Fitness Models for Comparison &#38; for Interacting
    TFBSs</i>. Public Library of Science, 2015, doi:<a href="https://doi.org/10.1371/journal.pgen.1005639.s001">10.1371/journal.pgen.1005639.s001</a>.
  short: M. Tugrul, T. Paixao, N.H. Barton, G. Tkačik, (2015).
date_created: 2021-07-23T12:00:37Z
date_published: 2015-11-06T00:00:00Z
date_updated: 2025-05-28T11:57:04Z
day: '06'
department:
- _id: NiBa
- _id: CaGu
- _id: GaTk
doi: 10.1371/journal.pgen.1005639.s001
month: '11'
oa_version: Published Version
publisher: Public Library of Science
related_material:
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    relation: used_in_publication
    status: public
status: public
title: Other fitness models for comparison & for interacting TFBSs
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2015'
...
