---
_id: '1351'
abstract:
- lang: eng
text: The behaviour of gene regulatory networks (GRNs) is typically analysed using
simulation-based statistical testing-like methods. In this paper, we demonstrate
that we can replace this approach by a formal verification-like method that gives
higher assurance and scalability. We focus on Wagner’s weighted GRN model with
varying weights, which is used in evolutionary biology. In the model, weight parameters
represent the gene interaction strength that may change due to genetic mutations.
For a property of interest, we synthesise the constraints over the parameter space
that represent the set of GRNs satisfying the property. We experimentally show
that our parameter synthesis procedure computes the mutational robustness of GRNs—an
important problem of interest in evolutionary biology—more efficiently than the
classical simulation method. We specify the property in linear temporal logic.
We employ symbolic bounded model checking and SMT solving to compute the space
of GRNs that satisfy the property, which amounts to synthesizing a set of linear
constraints on the weights.
article_processing_charge: No
author:
- first_name: Mirco
full_name: Giacobbe, Mirco
id: 3444EA5E-F248-11E8-B48F-1D18A9856A87
last_name: Giacobbe
orcid: 0000-0001-8180-0904
- first_name: Calin C
full_name: Guet, Calin C
id: 47F8433E-F248-11E8-B48F-1D18A9856A87
last_name: Guet
orcid: 0000-0001-6220-2052
- first_name: Ashutosh
full_name: Gupta, Ashutosh
id: 335E5684-F248-11E8-B48F-1D18A9856A87
last_name: Gupta
- 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: Tiago
full_name: Paixao, Tiago
id: 2C5658E6-F248-11E8-B48F-1D18A9856A87
last_name: Paixao
orcid: 0000-0003-2361-3953
- first_name: Tatjana
full_name: Petrov, Tatjana
id: 3D5811FC-F248-11E8-B48F-1D18A9856A87
last_name: Petrov
orcid: 0000-0002-9041-0905
citation:
ama: Giacobbe M, Guet CC, Gupta A, Henzinger TA, Paixao T, Petrov T. Model checking
the evolution of gene regulatory networks. Acta Informatica. 2017;54(8):765-787.
doi:10.1007/s00236-016-0278-x
apa: Giacobbe, M., Guet, C. C., Gupta, A., Henzinger, T. A., Paixao, T., & Petrov,
T. (2017). Model checking the evolution of gene regulatory networks. Acta Informatica.
Springer. https://doi.org/10.1007/s00236-016-0278-x
chicago: Giacobbe, Mirco, Calin C Guet, Ashutosh Gupta, Thomas A Henzinger, Tiago
Paixao, and Tatjana Petrov. “Model Checking the Evolution of Gene Regulatory Networks.”
Acta Informatica. Springer, 2017. https://doi.org/10.1007/s00236-016-0278-x.
ieee: M. Giacobbe, C. C. Guet, A. Gupta, T. A. Henzinger, T. Paixao, and T. Petrov,
“Model checking the evolution of gene regulatory networks,” Acta Informatica,
vol. 54, no. 8. Springer, pp. 765–787, 2017.
ista: Giacobbe M, Guet CC, Gupta A, Henzinger TA, Paixao T, Petrov T. 2017. Model
checking the evolution of gene regulatory networks. Acta Informatica. 54(8), 765–787.
mla: Giacobbe, Mirco, et al. “Model Checking the Evolution of Gene Regulatory Networks.”
Acta Informatica, vol. 54, no. 8, Springer, 2017, pp. 765–87, doi:10.1007/s00236-016-0278-x.
short: M. Giacobbe, C.C. Guet, A. Gupta, T.A. Henzinger, T. Paixao, T. Petrov, Acta
Informatica 54 (2017) 765–787.
date_created: 2018-12-11T11:51:32Z
date_published: 2017-12-01T00:00:00Z
date_updated: 2023-09-20T11:06:03Z
day: '01'
ddc:
- '006'
- '576'
department:
- _id: ToHe
- _id: CaGu
- _id: NiBa
doi: 10.1007/s00236-016-0278-x
ec_funded: 1
external_id:
isi:
- '000414343200003'
file:
- access_level: open_access
checksum: 4e661d9135d7f8c342e8e258dee76f3e
content_type: application/pdf
creator: dernst
date_created: 2019-01-17T15:57:29Z
date_updated: 2020-07-14T12:44:46Z
file_id: '5841'
file_name: 2017_ActaInformatica_Giacobbe.pdf
file_size: 755241
relation: main_file
file_date_updated: 2020-07-14T12:44:46Z
has_accepted_license: '1'
intvolume: ' 54'
isi: 1
issue: '8'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '12'
oa: 1
oa_version: Published Version
page: 765 - 787
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '267989'
name: Quantitative Reactive Modeling
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
- _id: 25B1EC9E-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '618091'
name: Speed of Adaptation in Population Genetics and Evolutionary Computation
- _id: 25681D80-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '291734'
name: International IST Postdoc Fellowship Programme
- _id: 25B07788-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '250152'
name: Limits to selection in biology and in evolutionary computation
publication: Acta Informatica
publication_identifier:
issn:
- '00015903'
publication_status: published
publisher: Springer
publist_id: '5898'
pubrep_id: '649'
quality_controlled: '1'
related_material:
record:
- id: '1835'
relation: earlier_version
status: public
scopus_import: '1'
status: public
title: Model checking the evolution of gene regulatory networks
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 54
year: '2017'
...
---
_id: '1196'
abstract:
- lang: eng
text: 'We define the . model-measuring problem: given a model . M and specification
. ϕ, what is the maximal distance . ρ such that all models . M'' within distance
. ρ from . M satisfy (or violate) . ϕ. The model-measuring problem presupposes
a distance function on models. We concentrate on . automatic distance functions,
which are defined by weighted automata. The model-measuring problem subsumes several
generalizations of the classical model-checking problem, in particular, quantitative
model-checking problems that measure the degree of satisfaction of a specification;
robustness problems that measure how much a model can be perturbed without violating
the specification; and parameter synthesis for hybrid systems. We show that for
automatic distance functions, and (a) . ω-regular linear-time, (b) . ω-regular
branching-time, and (c) hybrid specifications, the model-measuring problem can
be solved.We use automata-theoretic model-checking methods for model measuring,
replacing the emptiness question for word, tree, and hybrid automata by the .
optimal-value question for the weighted versions of these automata. For automata
over words and trees, we consider weighted automata that accumulate weights by
maximizing, summing, discounting, and limit averaging. For hybrid automata, we
consider monotonic (parametric) hybrid automata, a hybrid counterpart of (discrete)
weighted automata.We give several examples of using the model-measuring problem
to compute various notions of robustness and quantitative satisfaction for temporal
specifications. Further, we propose the modeling framework for model measuring
to ease the specification and reduce the likelihood of errors in modeling.Finally,
we present a variant of the model-measuring problem, called the . model-repair
problem. The model-repair problem applies to models that do not satisfy the specification;
it can be used to derive restrictions, under which the model satisfies the specification,
i.e., to repair the model.'
acknowledgement: "This research was supported in part by the European Research Council
(ERC) under grant 267989 (QUAREM), by the Austrian Science Fund1 (FWF) under grants
S11402-N23 (RiSE) and Z211-N23 (Wittgenstein Award), and by the National Science
Centre (NCN), Poland under grant 2014/15/D/ST6/04543.\r\nA Technical Report of this
article is available via: https://repository.ist.ac.at/171/"
article_processing_charge: No
author:
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Jan
full_name: Otop, Jan
id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87
last_name: Otop
citation:
ama: 'Henzinger TA, Otop J. Model measuring for discrete and hybrid systems. Nonlinear
Analysis: Hybrid Systems. 2017;23:166-190. doi:10.1016/j.nahs.2016.09.001'
apa: 'Henzinger, T. A., & Otop, J. (2017). Model measuring for discrete and
hybrid systems. Nonlinear Analysis: Hybrid Systems. Elsevier. https://doi.org/10.1016/j.nahs.2016.09.001'
chicago: 'Henzinger, Thomas A, and Jan Otop. “Model Measuring for Discrete and Hybrid
Systems.” Nonlinear Analysis: Hybrid Systems. Elsevier, 2017. https://doi.org/10.1016/j.nahs.2016.09.001.'
ieee: 'T. A. Henzinger and J. Otop, “Model measuring for discrete and hybrid systems,”
Nonlinear Analysis: Hybrid Systems, vol. 23. Elsevier, pp. 166–190, 2017.'
ista: 'Henzinger TA, Otop J. 2017. Model measuring for discrete and hybrid systems.
Nonlinear Analysis: Hybrid Systems. 23, 166–190.'
mla: 'Henzinger, Thomas A., and Jan Otop. “Model Measuring for Discrete and Hybrid
Systems.” Nonlinear Analysis: Hybrid Systems, vol. 23, Elsevier, 2017,
pp. 166–90, doi:10.1016/j.nahs.2016.09.001.'
short: 'T.A. Henzinger, J. Otop, Nonlinear Analysis: Hybrid Systems 23 (2017) 166–190.'
date_created: 2018-12-11T11:50:39Z
date_published: 2017-02-01T00:00:00Z
date_updated: 2023-09-20T11:18:50Z
day: '01'
department:
- _id: ToHe
doi: 10.1016/j.nahs.2016.09.001
ec_funded: 1
external_id:
isi:
- '000390637000011'
intvolume: ' 23'
isi: 1
language:
- iso: eng
month: '02'
oa_version: None
page: 166 - 190
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '267989'
name: Quantitative Reactive Modeling
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
publication: 'Nonlinear Analysis: Hybrid Systems'
publication_status: published
publisher: Elsevier
publist_id: '6154'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Model measuring for discrete and hybrid systems
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 23
year: '2017'
...
---
_id: '1116'
abstract:
- lang: eng
text: "Time-triggered switched networks are a deterministic communication infrastructure
used by real-time distributed embedded systems. Due to the criticality of the
applications running over them, developers need to ensure that end-to-end communication
is dependable and predictable. Traditional approaches assume static networks that
are not flexible to changes caused by reconfigurations or, more importantly, faults,
which are dealt with in the application using redundancy. We adopt the concept
of handling faults in the switches from non-real-time networks while maintaining
the required predictability. \r\n\r\nWe study a class of forwarding schemes that
can handle various types of failures. We consider probabilistic failures. We study
a class of forwarding schemes that can handle various types of failures. We consider
probabilistic failures. For a given network with a forwarding scheme and a constant
ℓ, we compute the {\\em score} of the scheme, namely the probability (induced
by faults) that at least ℓ messages arrive on time. We reduce the scoring problem
to a reachability problem on a Markov chain with a "product-like" structure.
Its special structure allows us to reason about it symbolically, and reduce the
scoring problem to #SAT. Our solution is generic and can be adapted to different
networks and other contexts. Also, we show the computational complexity of the
scoring problem is #P-complete, and we study methods to estimate the score. We
evaluate the effectiveness of our techniques with an implementation. "
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Guy
full_name: Avni, Guy
id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
last_name: Avni
orcid: 0000-0001-5588-8287
- first_name: Shubham
full_name: Goel, Shubham
last_name: Goel
- 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: Guillermo
full_name: Rodríguez Navas, Guillermo
last_name: Rodríguez Navas
citation:
ama: 'Avni G, Goel S, Henzinger TA, Rodríguez Navas G. Computing scores of forwarding
schemes in switched networks with probabilistic faults. In: Vol 10206. Springer;
2017:169-187. doi:10.1007/978-3-662-54580-5_10'
apa: 'Avni, G., Goel, S., Henzinger, T. A., & Rodríguez Navas, G. (2017). Computing
scores of forwarding schemes in switched networks with probabilistic faults (Vol.
10206, pp. 169–187). Presented at the TACAS: Tools and Algorithms for the Construction
and Analysis of Systems, Uppsala, Sweden: Springer. https://doi.org/10.1007/978-3-662-54580-5_10'
chicago: Avni, Guy, Shubham Goel, Thomas A Henzinger, and Guillermo Rodríguez Navas.
“Computing Scores of Forwarding Schemes in Switched Networks with Probabilistic
Faults,” 10206:169–87. Springer, 2017. https://doi.org/10.1007/978-3-662-54580-5_10.
ieee: 'G. Avni, S. Goel, T. A. Henzinger, and G. Rodríguez Navas, “Computing scores
of forwarding schemes in switched networks with probabilistic faults,” presented
at the TACAS: Tools and Algorithms for the Construction and Analysis of Systems,
Uppsala, Sweden, 2017, vol. 10206, pp. 169–187.'
ista: 'Avni G, Goel S, Henzinger TA, Rodríguez Navas G. 2017. Computing scores of
forwarding schemes in switched networks with probabilistic faults. TACAS: Tools
and Algorithms for the Construction and Analysis of Systems, LNCS, vol. 10206,
169–187.'
mla: Avni, Guy, et al. Computing Scores of Forwarding Schemes in Switched Networks
with Probabilistic Faults. Vol. 10206, Springer, 2017, pp. 169–87, doi:10.1007/978-3-662-54580-5_10.
short: G. Avni, S. Goel, T.A. Henzinger, G. Rodríguez Navas, in:, Springer, 2017,
pp. 169–187.
conference:
end_date: 2017-04-29
location: Uppsala, Sweden
name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems'
start_date: 2017-04-22
date_created: 2018-12-11T11:50:14Z
date_published: 2017-03-31T00:00:00Z
date_updated: 2023-09-20T11:32:43Z
day: '31'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1007/978-3-662-54580-5_10
external_id:
isi:
- '000440733400010'
file:
- access_level: open_access
content_type: application/pdf
creator: system
date_created: 2018-12-12T10:08:37Z
date_updated: 2018-12-12T10:08:37Z
file_id: '4698'
file_name: IST-2017-758-v1+1_tacas-cr.pdf
file_size: 321800
relation: main_file
file_date_updated: 2018-12-12T10:08:37Z
has_accepted_license: '1'
intvolume: ' 10206'
isi: 1
language:
- iso: eng
month: '03'
oa: 1
oa_version: Submitted Version
page: 169 - 187
project:
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11402-N23
name: Moderne Concurrency Paradigms
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
publication_identifier:
issn:
- '03029743'
publication_status: published
publisher: Springer
publist_id: '6246'
pubrep_id: '758'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Computing scores of forwarding schemes in switched networks with probabilistic
faults
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 10206
year: '2017'
...
---
_id: '1066'
abstract:
- lang: eng
text: "Simulation is an attractive alternative to language inclusion for automata
as it is an under-approximation of language inclusion, but usually has much lower
complexity. Simulation has also been extended in two orthogonal directions, namely,
(1) fair simulation, for simulation over specified set of infinite runs; and (2)
quantitative simulation, for simulation between weighted automata. While fair
trace inclusion is PSPACE-complete, fair simulation can be computed in polynomial
time. For weighted automata, the (quantitative) language inclusion problem is
undecidable in general, whereas the (quantitative) simulation reduces to quantitative
games, which admit pseudo-polynomial time algorithms.\r\n\r\nIn this work, we
study (quantitative) simulation for weighted automata with Büchi acceptance conditions,
i.e., we generalize fair simulation from non-weighted automata to weighted automata.
We show that imposing Büchi acceptance conditions on weighted automata changes
many fundamental properties of the simulation games, yet they still admit pseudo-polynomial
time algorithms."
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: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Jan
full_name: Otop, Jan
id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87
last_name: Otop
- first_name: Yaron
full_name: Velner, Yaron
last_name: Velner
citation:
ama: Chatterjee K, Henzinger TA, Otop J, Velner Y. Quantitative fair simulation
games. Information and Computation. 2017;254(2):143-166. doi:10.1016/j.ic.2016.10.006
apa: Chatterjee, K., Henzinger, T. A., Otop, J., & Velner, Y. (2017). Quantitative
fair simulation games. Information and Computation. Elsevier. https://doi.org/10.1016/j.ic.2016.10.006
chicago: Chatterjee, Krishnendu, Thomas A Henzinger, Jan Otop, and Yaron Velner.
“Quantitative Fair Simulation Games.” Information and Computation. Elsevier,
2017. https://doi.org/10.1016/j.ic.2016.10.006.
ieee: K. Chatterjee, T. A. Henzinger, J. Otop, and Y. Velner, “Quantitative fair
simulation games,” Information and Computation, vol. 254, no. 2. Elsevier,
pp. 143–166, 2017.
ista: Chatterjee K, Henzinger TA, Otop J, Velner Y. 2017. Quantitative fair simulation
games. Information and Computation. 254(2), 143–166.
mla: Chatterjee, Krishnendu, et al. “Quantitative Fair Simulation Games.” Information
and Computation, vol. 254, no. 2, Elsevier, 2017, pp. 143–66, doi:10.1016/j.ic.2016.10.006.
short: K. Chatterjee, T.A. Henzinger, J. Otop, Y. Velner, Information and Computation
254 (2017) 143–166.
date_created: 2018-12-11T11:49:58Z
date_published: 2017-06-01T00:00:00Z
date_updated: 2023-09-20T12:07:48Z
day: '01'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1016/j.ic.2016.10.006
ec_funded: 1
external_id:
isi:
- '000402025600002'
intvolume: ' 254'
isi: 1
issue: '2'
language:
- iso: eng
month: '06'
oa_version: None
page: 143 - 166
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '279307'
name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '267989'
name: Quantitative Reactive Modeling
- _id: 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: 2587B514-B435-11E9-9278-68D0E5697425
name: Microsoft Research Faculty Fellowship
publication: Information and Computation
publication_status: published
publisher: Elsevier
publist_id: '6322'
quality_controlled: '1'
related_material:
record:
- id: '5428'
relation: earlier_version
status: public
scopus_import: '1'
status: public
title: Quantitative fair simulation games
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 254
year: '2017'
...
---
_id: '1011'
abstract:
- lang: eng
text: Pushdown systems (PDSs) and recursive state machines (RSMs), which are linearly
equivalent, are standard models for interprocedural analysis. Yet RSMs are more
convenient as they (a) explicitly model function calls and returns, and (b) specify
many natural parameters for algorithmic analysis, e.g., the number of entries
and exits. We consider a general framework where RSM transitions are labeled from
a semiring and path properties are algebraic with semiring operations, which can
model, e.g., interprocedural reachability and dataflow analysis problems. Our
main contributions are new algorithms for several fundamental problems. As compared
to a direct translation of RSMs to PDSs and the best-known existing bounds of
PDSs, our analysis algorithm improves the complexity for finite-height semirings
(that subsumes reachability and standard dataflow properties). We further consider
the problem of extracting distance values from the representation structures computed
by our algorithm, and give efficient algorithms that distinguish the complexity
of a one-time preprocessing from the complexity of each individual query. Another
advantage of our algorithm is that our improvements carry over to the concurrent
setting, where we improve the bestknown complexity for the context-bounded analysis
of concurrent RSMs. Finally, we provide a prototype implementation that gives
a significant speed-up on several benchmarks from the SLAM/SDV project.
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: Bernhard
full_name: Kragl, Bernhard
id: 320FC952-F248-11E8-B48F-1D18A9856A87
last_name: Kragl
orcid: 0000-0001-7745-9117
- first_name: Samarth
full_name: Mishra, Samarth
last_name: Mishra
- 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, Kragl B, Mishra S, Pavlogiannis A. Faster algorithms for weighted
recursive state machines. In: Yang H, ed. Vol 10201. Springer; 2017:287-313. doi:10.1007/978-3-662-54434-1_11'
apa: 'Chatterjee, K., Kragl, B., Mishra, S., & Pavlogiannis, A. (2017). Faster
algorithms for weighted recursive state machines. In H. Yang (Ed.) (Vol. 10201,
pp. 287–313). Presented at the ESOP: European Symposium on Programming, Uppsala,
Sweden: Springer. https://doi.org/10.1007/978-3-662-54434-1_11'
chicago: Chatterjee, Krishnendu, Bernhard Kragl, Samarth Mishra, and Andreas Pavlogiannis.
“Faster Algorithms for Weighted Recursive State Machines.” edited by Hongseok
Yang, 10201:287–313. Springer, 2017. https://doi.org/10.1007/978-3-662-54434-1_11.
ieee: 'K. Chatterjee, B. Kragl, S. Mishra, and A. Pavlogiannis, “Faster algorithms
for weighted recursive state machines,” presented at the ESOP: European Symposium
on Programming, Uppsala, Sweden, 2017, vol. 10201, pp. 287–313.'
ista: 'Chatterjee K, Kragl B, Mishra S, Pavlogiannis A. 2017. Faster algorithms
for weighted recursive state machines. ESOP: European Symposium on Programming,
LNCS, vol. 10201, 287–313.'
mla: Chatterjee, Krishnendu, et al. Faster Algorithms for Weighted Recursive
State Machines. Edited by Hongseok Yang, vol. 10201, Springer, 2017, pp. 287–313,
doi:10.1007/978-3-662-54434-1_11.
short: K. Chatterjee, B. Kragl, S. Mishra, A. Pavlogiannis, in:, H. Yang (Ed.),
Springer, 2017, pp. 287–313.
conference:
end_date: 2017-04-29
location: Uppsala, Sweden
name: 'ESOP: European Symposium on Programming'
start_date: 2017-04-22
date_created: 2018-12-11T11:49:41Z
date_published: 2017-03-19T00:00:00Z
date_updated: 2023-09-22T09:44:50Z
day: '19'
department:
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- _id: ToHe
doi: 10.1007/978-3-662-54434-1_11
ec_funded: 1
editor:
- first_name: Hongseok
full_name: Yang, Hongseok
last_name: Yang
external_id:
isi:
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intvolume: ' 10201'
isi: 1
language:
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main_file_link:
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url: https://arxiv.org/abs/1701.04914
month: '03'
oa: 1
oa_version: Submitted Version
page: 287 - 313
project:
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publication_identifier:
issn:
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publication_status: published
publisher: Springer
publist_id: '6384'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Faster algorithms for weighted recursive state machines
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 10201
year: '2017'
...