---
_id: '1823'
abstract:
- lang: eng
  text: Abstract Drug combinations are increasingly important in disease treatments,
    for combating drug resistance, and for elucidating fundamental relationships in
    cell physiology. When drugs are combined, their individual effects on cells may
    be amplified or weakened. Such drug interactions are crucial for treatment efficacy,
    but their underlying mechanisms remain largely unknown. To uncover the causes
    of drug interactions, we developed a systematic approach based on precise quantification
    of the individual and joint effects of antibiotics on growth of genome-wide Escherichia
    coli gene deletion strains. We found that drug interactions between antibiotics
    representing the main modes of action are highly robust to genetic perturbation.
    This robustness is encapsulated in a general principle of bacterial growth, which
    enables the quantitative prediction of mutant growth rates under drug combinations.
    Rare violations of this principle exposed recurring cellular functions controlling
    drug interactions. In particular, we found that polysaccharide and ATP synthesis
    control multiple drug interactions with previously unexplained mechanisms, and
    small molecule adjuvants targeting these functions synthetically reshape drug
    interactions in predictable ways. These results provide a new conceptual framework
    for the design of multidrug combinations and suggest that there are universal
    mechanisms at the heart of most drug interactions. Synopsis A general principle
    of bacterial growth enables the prediction of mutant growth rates under drug combinations.
    Rare violations of this principle expose cellular functions that control drug
    interactions and can be targeted by small molecules to alter drug interactions
    in predictable ways. Drug interactions between antibiotics are highly robust to
    genetic perturbations. A general principle of bacterial growth enables the prediction
    of mutant growth rates under drug combinations. Rare violations of this principle
    expose cellular functions that control drug interactions. Diverse drug interactions
    are controlled by recurring cellular functions, including LPS synthesis and ATP
    synthesis. A general principle of bacterial growth enables the prediction of mutant
    growth rates under drug combinations. Rare violations of this principle expose
    cellular functions that control drug interactions and can be targeted by small
    molecules to alter drug interactions in predictable ways.
article_number: '807'
article_processing_charge: No
author:
- first_name: Guillaume
  full_name: Chevereau, Guillaume
  id: 424D78A0-F248-11E8-B48F-1D18A9856A87
  last_name: Chevereau
- 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, Bollenbach MT. Systematic discovery of drug interaction mechanisms.
    <i>Molecular Systems Biology</i>. 2015;11(4). doi:<a href="https://doi.org/10.15252/msb.20156098">10.15252/msb.20156098</a>
  apa: Chevereau, G., &#38; Bollenbach, M. T. (2015). Systematic discovery of drug
    interaction mechanisms. <i>Molecular Systems Biology</i>. Nature Publishing Group.
    <a href="https://doi.org/10.15252/msb.20156098">https://doi.org/10.15252/msb.20156098</a>
  chicago: Chevereau, Guillaume, and Mark Tobias Bollenbach. “Systematic Discovery
    of Drug Interaction Mechanisms.” <i>Molecular Systems Biology</i>. Nature Publishing
    Group, 2015. <a href="https://doi.org/10.15252/msb.20156098">https://doi.org/10.15252/msb.20156098</a>.
  ieee: G. Chevereau and M. T. Bollenbach, “Systematic discovery of drug interaction
    mechanisms,” <i>Molecular Systems Biology</i>, vol. 11, no. 4. Nature Publishing
    Group, 2015.
  ista: Chevereau G, Bollenbach MT. 2015. Systematic discovery of drug interaction
    mechanisms. Molecular Systems Biology. 11(4), 807.
  mla: Chevereau, Guillaume, and Mark Tobias Bollenbach. “Systematic Discovery of
    Drug Interaction Mechanisms.” <i>Molecular Systems Biology</i>, vol. 11, no. 4,
    807, Nature Publishing Group, 2015, doi:<a href="https://doi.org/10.15252/msb.20156098">10.15252/msb.20156098</a>.
  short: G. Chevereau, M.T. Bollenbach, Molecular Systems Biology 11 (2015).
corr_author: '1'
date_created: 2018-12-11T11:54:12Z
date_published: 2015-04-01T00:00:00Z
date_updated: 2025-09-23T13:38:00Z
day: '01'
ddc:
- '570'
department:
- _id: ToBo
doi: 10.15252/msb.20156098
ec_funded: 1
external_id:
  isi:
  - '000354022300005'
file:
- access_level: open_access
  checksum: 4289b518fbe2166682fb1a1ef9b405f3
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:14:34Z
  date_updated: 2020-07-14T12:45:17Z
  file_id: '5087'
  file_name: IST-2015-395-v1+1_807.full.pdf
  file_size: 1273573
  relation: main_file
file_date_updated: 2020-07-14T12:45:17Z
has_accepted_license: '1'
intvolume: '        11'
isi: 1
issue: '4'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
project:
- _id: 25E9AF9E-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P27201-B22
  name: Revealing the mechanisms underlying drug interactions
- _id: 25EB3A80-B435-11E9-9278-68D0E5697425
  grant_number: RGP0042/2013
  name: Revealing the fundamental limits of cell growth
- _id: 25E83C2C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '303507'
  name: Optimality principles in responses to antibiotics
publication: Molecular Systems Biology
publication_status: published
publisher: Nature Publishing Group
publist_id: '5283'
pubrep_id: '395'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Systematic discovery of drug interaction mechanisms
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 11
year: '2015'
...
---
_id: '1824'
abstract:
- lang: eng
  text: Condensation phenomena arise through a collective behaviour of particles.
    They are observed in both classical and quantum systems, ranging from the formation
    of traffic jams in mass transport models to the macroscopic occupation of the
    energetic ground state in ultra-cold bosonic gases (Bose-Einstein condensation).
    Recently, it has been shown that a driven and dissipative system of bosons may
    form multiple condensates. Which states become the condensates has, however, remained
    elusive thus far. The dynamics of this condensation are described by coupled birth-death
    processes, which also occur in evolutionary game theory. Here we apply concepts
    from evolutionary game theory to explain the formation of multiple condensates
    in such driven-dissipative bosonic systems. We show that the vanishing of relative
    entropy production determines their selection. The condensation proceeds exponentially
    fast, but the system never comes to rest. Instead, the occupation numbers of condensates
    may oscillate, as we demonstrate for a rock-paper-scissors game of condensates.
article_number: '6977'
article_processing_charge: No
author:
- first_name: Johannes
  full_name: Knebel, Johannes
  last_name: Knebel
- first_name: Markus
  full_name: Weber, Markus
  last_name: Weber
- first_name: Torben H
  full_name: Krüger, Torben H
  id: 3020C786-F248-11E8-B48F-1D18A9856A87
  last_name: Krüger
  orcid: 0000-0002-4821-3297
- first_name: Erwin
  full_name: Frey, Erwin
  last_name: Frey
citation:
  ama: Knebel J, Weber M, Krüger TH, Frey E. Evolutionary games of condensates in
    coupled birth-death processes. <i>Nature Communications</i>. 2015;6. doi:<a href="https://doi.org/10.1038/ncomms7977">10.1038/ncomms7977</a>
  apa: Knebel, J., Weber, M., Krüger, T. H., &#38; Frey, E. (2015). Evolutionary games
    of condensates in coupled birth-death processes. <i>Nature Communications</i>.
    Nature Publishing Group. <a href="https://doi.org/10.1038/ncomms7977">https://doi.org/10.1038/ncomms7977</a>
  chicago: Knebel, Johannes, Markus Weber, Torben H Krüger, and Erwin Frey. “Evolutionary
    Games of Condensates in Coupled Birth-Death Processes.” <i>Nature Communications</i>.
    Nature Publishing Group, 2015. <a href="https://doi.org/10.1038/ncomms7977">https://doi.org/10.1038/ncomms7977</a>.
  ieee: J. Knebel, M. Weber, T. H. Krüger, and E. Frey, “Evolutionary games of condensates
    in coupled birth-death processes,” <i>Nature Communications</i>, vol. 6. Nature
    Publishing Group, 2015.
  ista: Knebel J, Weber M, Krüger TH, Frey E. 2015. Evolutionary games of condensates
    in coupled birth-death processes. Nature Communications. 6, 6977.
  mla: Knebel, Johannes, et al. “Evolutionary Games of Condensates in Coupled Birth-Death
    Processes.” <i>Nature Communications</i>, vol. 6, 6977, Nature Publishing Group,
    2015, doi:<a href="https://doi.org/10.1038/ncomms7977">10.1038/ncomms7977</a>.
  short: J. Knebel, M. Weber, T.H. Krüger, E. Frey, Nature Communications 6 (2015).
date_created: 2018-12-11T11:54:13Z
date_published: 2015-04-24T00:00:00Z
date_updated: 2025-09-23T08:44:01Z
day: '24'
ddc:
- '530'
department:
- _id: LaEr
doi: 10.1038/ncomms7977
external_id:
  isi:
  - '000353705000003'
file:
- access_level: open_access
  checksum: c4cffb5c8b245e658a34eac71a03e7cc
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:16:54Z
  date_updated: 2020-07-14T12:45:17Z
  file_id: '5245'
  file_name: IST-2016-451-v1+1_ncomms7977.pdf
  file_size: 1151501
  relation: main_file
file_date_updated: 2020-07-14T12:45:17Z
has_accepted_license: '1'
intvolume: '         6'
isi: 1
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
publication: Nature Communications
publication_status: published
publisher: Nature Publishing Group
publist_id: '5282'
pubrep_id: '451'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Evolutionary games of condensates in coupled birth-death processes
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 6
year: '2015'
...
---
_id: '1827'
abstract:
- lang: eng
  text: Bow-tie or hourglass structure is a common architectural feature found in
    many biological systems. A bow-tie in a multi-layered structure occurs when intermediate
    layers have much fewer components than the input and output layers. Examples include
    metabolism where a handful of building blocks mediate between multiple input nutrients
    and multiple output biomass components, and signaling networks where information
    from numerous receptor types passes through a small set of signaling pathways
    to regulate multiple output genes. Little is known, however, about how bow-tie
    architectures evolve. Here, we address the evolution of bow-tie architectures
    using simulations of multi-layered systems evolving to fulfill a given input-output
    goal. We find that bow-ties spontaneously evolve when the information in the evolutionary
    goal can be compressed. Mathematically speaking, bow-ties evolve when the rank
    of the input-output matrix describing the evolutionary goal is deficient. The
    maximal compression possible (the rank of the goal) determines the size of the
    narrowest part of the network—that is the bow-tie. A further requirement is that
    a process is active to reduce the number of links in the network, such as product-rule
    mutations, otherwise a non-bow-tie solution is found in the evolutionary simulations.
    This offers a mechanism to understand a common architectural principle of biological
    systems, and a way to quantitate the effective rank of the goals under which they
    evolved.
article_processing_charge: No
author:
- first_name: Tamar
  full_name: Friedlander, Tamar
  id: 36A5845C-F248-11E8-B48F-1D18A9856A87
  last_name: Friedlander
- first_name: Avraham
  full_name: Mayo, Avraham
  last_name: Mayo
- first_name: Tsvi
  full_name: Tlusty, Tsvi
  last_name: Tlusty
- first_name: Uri
  full_name: Alon, Uri
  last_name: Alon
citation:
  ama: Friedlander T, Mayo A, Tlusty T, Alon U. Evolution of bow-tie architectures
    in biology. <i>PLoS Computational Biology</i>. 2015;11(3). doi:<a href="https://doi.org/10.1371/journal.pcbi.1004055">10.1371/journal.pcbi.1004055</a>
  apa: Friedlander, T., Mayo, A., Tlusty, T., &#38; Alon, U. (2015). Evolution of
    bow-tie architectures in biology. <i>PLoS Computational Biology</i>. Public Library
    of Science. <a href="https://doi.org/10.1371/journal.pcbi.1004055">https://doi.org/10.1371/journal.pcbi.1004055</a>
  chicago: Friedlander, Tamar, Avraham Mayo, Tsvi Tlusty, and Uri Alon. “Evolution
    of Bow-Tie Architectures in Biology.” <i>PLoS Computational Biology</i>. Public
    Library of Science, 2015. <a href="https://doi.org/10.1371/journal.pcbi.1004055">https://doi.org/10.1371/journal.pcbi.1004055</a>.
  ieee: T. Friedlander, A. Mayo, T. Tlusty, and U. Alon, “Evolution of bow-tie architectures
    in biology,” <i>PLoS Computational Biology</i>, vol. 11, no. 3. Public Library
    of Science, 2015.
  ista: Friedlander T, Mayo A, Tlusty T, Alon U. 2015. Evolution of bow-tie architectures
    in biology. PLoS Computational Biology. 11(3).
  mla: Friedlander, Tamar, et al. “Evolution of Bow-Tie Architectures in Biology.”
    <i>PLoS Computational Biology</i>, vol. 11, no. 3, Public Library of Science,
    2015, doi:<a href="https://doi.org/10.1371/journal.pcbi.1004055">10.1371/journal.pcbi.1004055</a>.
  short: T. Friedlander, A. Mayo, T. Tlusty, U. Alon, PLoS Computational Biology 11
    (2015).
date_created: 2018-12-11T11:54:14Z
date_published: 2015-03-23T00:00:00Z
date_updated: 2025-09-23T08:43:16Z
day: '23'
ddc:
- '576'
department:
- _id: GaTk
doi: 10.1371/journal.pcbi.1004055
ec_funded: 1
external_id:
  isi:
  - '000352195700006'
file:
- access_level: open_access
  checksum: b8aa66f450ff8de393014b87ec7d2efb
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:15:39Z
  date_updated: 2020-07-14T12:45:17Z
  file_id: '5161'
  file_name: IST-2016-452-v1+1_journal.pcbi.1004055.pdf
  file_size: 1811647
  relation: main_file
file_date_updated: 2020-07-14T12:45:17Z
has_accepted_license: '1'
intvolume: '        11'
isi: 1
issue: '3'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: PLoS Computational Biology
publication_status: published
publisher: Public Library of Science
publist_id: '5278'
pubrep_id: '452'
quality_controlled: '1'
related_material:
  record:
  - id: '9718'
    relation: research_data
    status: public
  - id: '9773'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: Evolution of bow-tie architectures in biology
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 11
year: '2015'
...
---
_id: '1828'
abstract:
- lang: eng
  text: We construct a non-linear Markov process connected with a biological model
    of a bacterial genome recombination. The description of invariant measures of
    this process gives us the solution of one problem in elementary probability theory.
article_processing_charge: No
arxiv: 1
author:
- first_name: Arseniy
  full_name: Akopyan, Arseniy
  id: 430D2C90-F248-11E8-B48F-1D18A9856A87
  last_name: Akopyan
  orcid: 0000-0002-2548-617X
- first_name: Sergey
  full_name: Pirogov, Sergey
  last_name: Pirogov
- first_name: Aleksandr
  full_name: Rybko, Aleksandr
  last_name: Rybko
citation:
  ama: Akopyan A, Pirogov S, Rybko A. Invariant measures of genetic recombination
    process. <i>Journal of Statistical Physics</i>. 2015;160(1):163-167. doi:<a href="https://doi.org/10.1007/s10955-015-1238-5">10.1007/s10955-015-1238-5</a>
  apa: Akopyan, A., Pirogov, S., &#38; Rybko, A. (2015). Invariant measures of genetic
    recombination process. <i>Journal of Statistical Physics</i>. Springer. <a href="https://doi.org/10.1007/s10955-015-1238-5">https://doi.org/10.1007/s10955-015-1238-5</a>
  chicago: Akopyan, Arseniy, Sergey Pirogov, and Aleksandr Rybko. “Invariant Measures
    of Genetic Recombination Process.” <i>Journal of Statistical Physics</i>. Springer,
    2015. <a href="https://doi.org/10.1007/s10955-015-1238-5">https://doi.org/10.1007/s10955-015-1238-5</a>.
  ieee: A. Akopyan, S. Pirogov, and A. Rybko, “Invariant measures of genetic recombination
    process,” <i>Journal of Statistical Physics</i>, vol. 160, no. 1. Springer, pp.
    163–167, 2015.
  ista: Akopyan A, Pirogov S, Rybko A. 2015. Invariant measures of genetic recombination
    process. Journal of Statistical Physics. 160(1), 163–167.
  mla: Akopyan, Arseniy, et al. “Invariant Measures of Genetic Recombination Process.”
    <i>Journal of Statistical Physics</i>, vol. 160, no. 1, Springer, 2015, pp. 163–67,
    doi:<a href="https://doi.org/10.1007/s10955-015-1238-5">10.1007/s10955-015-1238-5</a>.
  short: A. Akopyan, S. Pirogov, A. Rybko, Journal of Statistical Physics 160 (2015)
    163–167.
corr_author: '1'
date_created: 2018-12-11T11:54:14Z
date_published: 2015-07-01T00:00:00Z
date_updated: 2025-09-23T09:23:53Z
day: '01'
department:
- _id: HeEd
doi: 10.1007/s10955-015-1238-5
ec_funded: 1
external_id:
  arxiv:
  - '1406.5313'
  isi:
  - '000356579000009'
intvolume: '       160'
isi: 1
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1406.5313
month: '07'
oa: 1
oa_version: Preprint
page: 163 - 167
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: Journal of Statistical Physics
publication_status: published
publisher: Springer
publist_id: '5276'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Invariant measures of genetic recombination process
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 160
year: '2015'
...
---
_id: '1830'
abstract:
- lang: eng
  text: To prevent epidemics, insect societies have evolved collective disease defences
    that are highly effective at curing exposed individuals and limiting disease transmission
    to healthy group members. Grooming is an important sanitary behaviour—either performed
    towards oneself (self-grooming) or towards others (allogrooming)—to remove infectious
    agents from the body surface of exposed individuals, but at the risk of disease
    contraction by the groomer. We use garden ants (Lasius neglectus) and the fungal
    pathogen Metarhizium as a model system to study how pathogen presence affects
    self-grooming and allogrooming between exposed and healthy individuals. We develop
    an epidemiological SIS model to explore how experimentally observed grooming patterns
    affect disease spread within the colony, thereby providing a direct link between
    the expression and direction of sanitary behaviours, and their effects on colony-level
    epidemiology. We find that fungus-exposed ants increase self-grooming, while simultaneously
    decreasing allogrooming. This behavioural modulation seems universally adaptive
    and is predicted to contain disease spread in a great variety of host–pathogen
    systems. In contrast, allogrooming directed towards pathogen-exposed individuals
    might both increase and decrease disease risk. Our model reveals that the effect
    of allogrooming depends on the balance between pathogen infectiousness and efficiency
    of social host defences, which are likely to vary across host–pathogen systems.
acknowledgement: We thank Meghan L. Vyleta for the genetical fungal strain characterization
  and Eva Sixt for ant drawings, Matthias Konrad for discussion and Christopher D.
  Pull, Barbara Casillas-Peréz, Sebastian Novak, as well as three anonymous reviewers
  and the theme issue editors Peter Kappeler and Charlie Nunn for valuable comments
  on the manuscript.
article_processing_charge: No
article_type: original
author:
- first_name: Fabian
  full_name: Theis, Fabian
  last_name: Theis
- first_name: Line V
  full_name: Ugelvig, Line V
  id: 3DC97C8E-F248-11E8-B48F-1D18A9856A87
  last_name: Ugelvig
  orcid: 0000-0003-1832-8883
- first_name: Carsten
  full_name: Marr, Carsten
  last_name: Marr
- first_name: Sylvia
  full_name: Cremer, Sylvia
  id: 2F64EC8C-F248-11E8-B48F-1D18A9856A87
  last_name: Cremer
  orcid: 0000-0002-2193-3868
citation:
  ama: Theis F, Ugelvig LV, Marr C, Cremer S. Opposing effects of allogrooming on
    disease transmission in ant societies. <i>Philosophical Transactions of the Royal
    Society of London Series B, Biological Sciences</i>. 2015;370(1669). doi:<a href="https://doi.org/10.1098/rstb.2014.0108">10.1098/rstb.2014.0108</a>
  apa: Theis, F., Ugelvig, L. V., Marr, C., &#38; Cremer, S. (2015). Opposing effects
    of allogrooming on disease transmission in ant societies. <i>Philosophical Transactions
    of the Royal Society of London. Series B, Biological Sciences</i>. Royal Society,
    The. <a href="https://doi.org/10.1098/rstb.2014.0108">https://doi.org/10.1098/rstb.2014.0108</a>
  chicago: Theis, Fabian, Line V Ugelvig, Carsten Marr, and Sylvia Cremer. “Opposing
    Effects of Allogrooming on Disease Transmission in Ant Societies.” <i>Philosophical
    Transactions of the Royal Society of London. Series B, Biological Sciences</i>.
    Royal Society, The, 2015. <a href="https://doi.org/10.1098/rstb.2014.0108">https://doi.org/10.1098/rstb.2014.0108</a>.
  ieee: F. Theis, L. V. Ugelvig, C. Marr, and S. Cremer, “Opposing effects of allogrooming
    on disease transmission in ant societies,” <i>Philosophical Transactions of the
    Royal Society of London. Series B, Biological Sciences</i>, vol. 370, no. 1669.
    Royal Society, The, 2015.
  ista: Theis F, Ugelvig LV, Marr C, Cremer S. 2015. Opposing effects of allogrooming
    on disease transmission in ant societies. Philosophical Transactions of the Royal
    Society of London. Series B, Biological Sciences. 370(1669).
  mla: Theis, Fabian, et al. “Opposing Effects of Allogrooming on Disease Transmission
    in Ant Societies.” <i>Philosophical Transactions of the Royal Society of London.
    Series B, Biological Sciences</i>, vol. 370, no. 1669, Royal Society, The, 2015,
    doi:<a href="https://doi.org/10.1098/rstb.2014.0108">10.1098/rstb.2014.0108</a>.
  short: F. Theis, L.V. Ugelvig, C. Marr, S. Cremer, Philosophical Transactions of
    the Royal Society of London. Series B, Biological Sciences 370 (2015).
corr_author: '1'
date_created: 2018-12-11T11:54:15Z
date_published: 2015-05-26T00:00:00Z
date_updated: 2025-09-23T09:44:53Z
day: '26'
department:
- _id: SyCr
doi: 10.1098/rstb.2014.0108
ec_funded: 1
external_id:
  isi:
  - '000354143400010'
  pmid:
  - '25870394'
intvolume: '       370'
isi: 1
issue: '1669'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4410374/
month: '05'
oa: 1
oa_version: Submitted Version
pmid: 1
project:
- _id: 25DC711C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '243071'
  name: 'Social Vaccination in Ant Colonies: from Individual Mechanisms to Society
    Effects'
- _id: 25DDF0F0-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '302004'
  name: 'Collective disease defence and pathogen detection abilities in ant societies:
    a chemo-neuro-immunological approach'
- _id: 25E0E184-B435-11E9-9278-68D0E5697425
  name: Schnellboot Antnet Junge Akademie
- _id: 25E24DB2-B435-11E9-9278-68D0E5697425
  name: Fellowship of Wissenschaftskolleg zu Berlin
publication: Philosophical Transactions of the Royal Society of London. Series B,
  Biological Sciences
publication_identifier:
  eissn:
  - 1471-2970
  issn:
  - 0962-8436
publication_status: published
publisher: Royal Society, The
publist_id: '5273'
quality_controlled: '1'
related_material:
  record:
  - id: '9721'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: Opposing effects of allogrooming on disease transmission in ant societies
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 370
year: '2015'
...
---
_id: '1831'
abstract:
- lang: eng
  text: This paper introduces a theme issue presenting the latest developments in
    research on the impacts of sociality on health and fitness. The articles that
    follow cover research on societies ranging from insects to humans. Variation in
    measures of fitness (i.e. survival and reproduction) has been linked to various
    aspects of sociality in humans and animals alike, and variability in individual
    health and condition has been recognized as a key mediator of these relationships.
    Viewed from a broad evolutionary perspective, the evolutionary transitions from
    a solitary lifestyle to group living have resulted in several new health-related
    costs and benefits of sociality. Social transmission of parasites within groups
    represents a major cost of group living, but some behavioural mechanisms, such
    as grooming, have evolved repeatedly to reduce this cost. Group living also has
    created novel costs in terms of altered susceptibility to infectious and non-infectious
    disease as a result of the unavoidable physiological consequences of social competition
    and integration, which are partly alleviated by social buffering in some vertebrates.
    Here, we define the relevant aspects of sociality, summarize their health-related
    costs and benefits, and discuss possible fitness measures in different study systems.
    Given the pervasive effects of social factors on health and fitness, we propose
    a synthesis of existing conceptual approaches in disease ecology, ecological immunology
    and behavioural neurosciences by adding sociality as a key factor, with the goal
    to generate a broader framework for organismal integration of health-related research.
acknowledgement: We thank the German Research Foundation (DFG), the Ministry of Science
  and Culture of Lower-Saxony (MWK Hannover) and the German Primate Centre (DPZ) for
  their support of the 9. Göttinger Freilandtage in 2013, a conference at which most
  contributions to this issue were first presented, the referees of the contributions
  to this issue for their constructive comments, Meggan Craft for comments, and Helen
  Eaton for her support in producing this theme issue.
article_number: '20140116'
article_processing_charge: No
author:
- first_name: Peter
  full_name: Kappeler, Peter
  last_name: Kappeler
- first_name: Sylvia
  full_name: Cremer, Sylvia
  id: 2F64EC8C-F248-11E8-B48F-1D18A9856A87
  last_name: Cremer
  orcid: 0000-0002-2193-3868
- first_name: Charles
  full_name: Nunn, Charles
  last_name: Nunn
citation:
  ama: 'Kappeler P, Cremer S, Nunn C. Sociality and health: Impacts of sociality on
    disease susceptibility and transmission in animal and human societies. <i>Philosophical
    Transactions of the Royal Society of London Series B, Biological Sciences</i>.
    2015;370(1669). doi:<a href="https://doi.org/10.1098/rstb.2014.0116">10.1098/rstb.2014.0116</a>'
  apa: 'Kappeler, P., Cremer, S., &#38; Nunn, C. (2015). Sociality and health: Impacts
    of sociality on disease susceptibility and transmission in animal and human societies.
    <i>Philosophical Transactions of the Royal Society of London. Series B, Biological
    Sciences</i>. Royal Society. <a href="https://doi.org/10.1098/rstb.2014.0116">https://doi.org/10.1098/rstb.2014.0116</a>'
  chicago: 'Kappeler, Peter, Sylvia Cremer, and Charles Nunn. “Sociality and Health:
    Impacts of Sociality on Disease Susceptibility and Transmission in Animal and
    Human Societies.” <i>Philosophical Transactions of the Royal Society of London.
    Series B, Biological Sciences</i>. Royal Society, 2015. <a href="https://doi.org/10.1098/rstb.2014.0116">https://doi.org/10.1098/rstb.2014.0116</a>.'
  ieee: 'P. Kappeler, S. Cremer, and C. Nunn, “Sociality and health: Impacts of sociality
    on disease susceptibility and transmission in animal and human societies,” <i>Philosophical
    Transactions of the Royal Society of London. Series B, Biological Sciences</i>,
    vol. 370, no. 1669. Royal Society, 2015.'
  ista: 'Kappeler P, Cremer S, Nunn C. 2015. Sociality and health: Impacts of sociality
    on disease susceptibility and transmission in animal and human societies. Philosophical
    Transactions of the Royal Society of London. Series B, Biological Sciences. 370(1669),
    20140116.'
  mla: 'Kappeler, Peter, et al. “Sociality and Health: Impacts of Sociality on Disease
    Susceptibility and Transmission in Animal and Human Societies.” <i>Philosophical
    Transactions of the Royal Society of London. Series B, Biological Sciences</i>,
    vol. 370, no. 1669, 20140116, Royal Society, 2015, doi:<a href="https://doi.org/10.1098/rstb.2014.0116">10.1098/rstb.2014.0116</a>.'
  short: P. Kappeler, S. Cremer, C. Nunn, Philosophical Transactions of the Royal
    Society of London. Series B, Biological Sciences 370 (2015).
date_created: 2018-12-11T11:54:15Z
date_published: 2015-05-01T00:00:00Z
date_updated: 2025-09-23T10:46:39Z
day: '01'
department:
- _id: SyCr
doi: 10.1098/rstb.2014.0116
external_id:
  isi:
  - '000354143400001'
  pmid:
  - '25870402'
intvolume: '       370'
isi: 1
issue: '1669'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4410382/
month: '05'
oa: 1
oa_version: Submitted Version
pmid: 1
publication: Philosophical Transactions of the Royal Society of London. Series B,
  Biological Sciences
publication_status: published
publisher: Royal Society
publist_id: '5272'
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Sociality and health: Impacts of sociality on disease susceptibility and transmission
  in animal and human societies'
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 370
year: '2015'
...
---
_id: '1832'
abstract:
- lang: eng
  text: 'Linearizability of concurrent data structures is usually proved by monolithic
    simulation arguments relying on the identification of the so-called linearization
    points. Regrettably, such proofs, whether manual or automatic, are often complicated
    and scale poorly to advanced non-blocking concurrency patterns, such as helping
    and optimistic updates. In response, we propose a more modular way of checking
    linearizability of concurrent queue algorithms that does not involve identifying
    linearization points. We reduce the task of proving linearizability with respect
    to the queue specification to establishing four basic properties, each of which
    can be proved independently by simpler arguments. As a demonstration of our approach,
    we verify the Herlihy and Wing queue, an algorithm that is challenging to verify
    by a simulation proof. '
article_number: '20'
article_processing_charge: No
article_type: original
author:
- first_name: Soham
  full_name: Chakraborty, Soham
  last_name: Chakraborty
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Ali
  full_name: Sezgin, Ali
  last_name: Sezgin
- first_name: Viktor
  full_name: Vafeiadis, Viktor
  last_name: Vafeiadis
citation:
  ama: Chakraborty S, Henzinger TA, Sezgin A, Vafeiadis V. Aspect-oriented linearizability
    proofs. <i>Logical Methods in Computer Science</i>. 2015;11(1). doi:<a href="https://doi.org/10.2168/LMCS-11(1:20)2015">10.2168/LMCS-11(1:20)2015</a>
  apa: Chakraborty, S., Henzinger, T. A., Sezgin, A., &#38; Vafeiadis, V. (2015).
    Aspect-oriented linearizability proofs. <i>Logical Methods in Computer Science</i>.
    International Federation of Computational Logic. <a href="https://doi.org/10.2168/LMCS-11(1:20)2015">https://doi.org/10.2168/LMCS-11(1:20)2015</a>
  chicago: Chakraborty, Soham, Thomas A Henzinger, Ali Sezgin, and Viktor Vafeiadis.
    “Aspect-Oriented Linearizability Proofs.” <i>Logical Methods in Computer Science</i>.
    International Federation of Computational Logic, 2015. <a href="https://doi.org/10.2168/LMCS-11(1:20)2015">https://doi.org/10.2168/LMCS-11(1:20)2015</a>.
  ieee: S. Chakraborty, T. A. Henzinger, A. Sezgin, and V. Vafeiadis, “Aspect-oriented
    linearizability proofs,” <i>Logical Methods in Computer Science</i>, vol. 11,
    no. 1. International Federation of Computational Logic, 2015.
  ista: Chakraborty S, Henzinger TA, Sezgin A, Vafeiadis V. 2015. Aspect-oriented
    linearizability proofs. Logical Methods in Computer Science. 11(1), 20.
  mla: Chakraborty, Soham, et al. “Aspect-Oriented Linearizability Proofs.” <i>Logical
    Methods in Computer Science</i>, vol. 11, no. 1, 20, International Federation
    of Computational Logic, 2015, doi:<a href="https://doi.org/10.2168/LMCS-11(1:20)2015">10.2168/LMCS-11(1:20)2015</a>.
  short: S. Chakraborty, T.A. Henzinger, A. Sezgin, V. Vafeiadis, Logical Methods
    in Computer Science 11 (2015).
corr_author: '1'
date_created: 2018-12-11T11:54:15Z
date_published: 2015-04-01T00:00:00Z
date_updated: 2025-09-23T07:56:20Z
day: '01'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.2168/LMCS-11(1:20)2015
ec_funded: 1
external_id:
  isi:
  - '000353193000019'
file:
- access_level: open_access
  checksum: 7370e164d0a731f442424a92669efc34
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:11:27Z
  date_updated: 2020-07-14T12:45:17Z
  file_id: '4881'
  file_name: IST-2015-390-v1+1_1502.07639.pdf
  file_size: 380203
  relation: main_file
file_date_updated: 2020-07-14T12:45:17Z
has_accepted_license: '1'
intvolume: '        11'
isi: 1
issue: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nd/4.0/
month: '04'
oa: 1
oa_version: Published Version
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
publication: Logical Methods in Computer Science
publication_status: published
publisher: International Federation of Computational Logic
publist_id: '5271'
pubrep_id: '390'
quality_controlled: '1'
related_material:
  record:
  - id: '2328'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Aspect-oriented linearizability proofs
tmp:
  image: /image/cc_by_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nd/4.0/legalcode
  name: Creative Commons Attribution-NoDerivatives 4.0 International (CC BY-ND 4.0)
  short: CC BY-ND (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 11
year: '2015'
...
---
OA_type: closed access
_id: '18326'
abstract:
- lang: eng
  text: Nonrigid shapes are ubiquitous in nature and are encountered at all levels
    of life, from macro to nano. The need to model such shapes and understand their
    behavior arises in many applications in imaging sciences, pattern recognition,
    computer vision, and computer graphics. Of particular importance is understanding
    which properties of the shape are attributed to deformations and which are invariant,
    i.e., remain unchanged. This chapter presents an approach to nonrigid shapes from
    the point of view of metric geometry. Modeling shapes as metric spaces, one can
    pose the problem of shape similarity as the similarity of metric spaces and harness
    tools from theoretical metric geometry for the computation of such a similarity.
article_processing_charge: No
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
citation:
  ama: 'Bronstein AM, Bronstein MM. Manifold Intrinsic Similarity. In: Scherzer O,
    ed. <i>Handbook of Mathematical Methods in Imaging</i>. 2nd ed. New York: Springer
    Nature; 2015:1859-1908. doi:<a href="https://doi.org/10.1007/978-1-4939-0790-8_57">10.1007/978-1-4939-0790-8_57</a>'
  apa: 'Bronstein, A. M., &#38; Bronstein, M. M. (2015). Manifold Intrinsic Similarity.
    In O. Scherzer (Ed.), <i>Handbook of Mathematical Methods in Imaging</i> (2nd
    ed., pp. 1859–1908). New York: Springer Nature. <a href="https://doi.org/10.1007/978-1-4939-0790-8_57">https://doi.org/10.1007/978-1-4939-0790-8_57</a>'
  chicago: 'Bronstein, Alex M., and Michael M. Bronstein. “Manifold Intrinsic Similarity.”
    In <i>Handbook of Mathematical Methods in Imaging</i>, edited by Otmar Scherzer,
    2nd ed., 1859–1908. New York: Springer Nature, 2015. <a href="https://doi.org/10.1007/978-1-4939-0790-8_57">https://doi.org/10.1007/978-1-4939-0790-8_57</a>.'
  ieee: 'A. M. Bronstein and M. M. Bronstein, “Manifold Intrinsic Similarity,” in
    <i>Handbook of Mathematical Methods in Imaging</i>, 2nd ed., O. Scherzer, Ed.
    New York: Springer Nature, 2015, pp. 1859–1908.'
  ista: 'Bronstein AM, Bronstein MM. 2015.Manifold Intrinsic Similarity. In: Handbook
    of Mathematical Methods in Imaging. , 1859–1908.'
  mla: Bronstein, Alex M., and Michael M. Bronstein. “Manifold Intrinsic Similarity.”
    <i>Handbook of Mathematical Methods in Imaging</i>, edited by Otmar Scherzer,
    2nd ed., Springer Nature, 2015, pp. 1859–908, doi:<a href="https://doi.org/10.1007/978-1-4939-0790-8_57">10.1007/978-1-4939-0790-8_57</a>.
  short: A.M. Bronstein, M.M. Bronstein, in:, O. Scherzer (Ed.), Handbook of Mathematical
    Methods in Imaging, 2nd ed., Springer Nature, New York, 2015, pp. 1859–1908.
date_created: 2024-10-15T11:20:53Z
date_published: 2015-05-30T00:00:00Z
date_updated: 2024-10-22T08:12:57Z
day: '30'
doi: 10.1007/978-1-4939-0790-8_57
edition: '2'
editor:
- first_name: Otmar
  full_name: Scherzer, Otmar
  last_name: Scherzer
extern: '1'
language:
- iso: eng
month: '05'
oa_version: None
page: 1859-1908
place: New York
publication: Handbook of Mathematical Methods in Imaging
publication_identifier:
  eisbn:
  - '9781493907908'
  isbn:
  - '9781493907892'
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Manifold Intrinsic Similarity
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
OA_type: closed access
_id: '18327'
abstract:
- lang: eng
  text: 'Source separation is a widely studied problem in signal processing. Despite
    the permanent progress reported in the literature it is still considered a significant
    challenge. This chapter first reviews the use of non-negative matrix factorization
    (NMF) algorithms for solving source separation problems, and proposes a new way
    for the supervised training in NMF. Matrix factorization methods have received
    a lot of attention in recent year in the audio processing community, producing
    particularly good results in source separation. Traditionally, NMF algorithms
    consist of two separate stages: a training stage, in which a generative model
    is learned; and a testing stage in which the pre-learned model is used in a high
    level task such as enhancement, separation, or classification. As an alternative,
    we propose a task-supervised NMF method for the adaptation of the basis spectra
    learned in the first stage to enhance the performance on the specific task used
    in the second stage. We cast this problem as a bilevel optimization program efficiently
    solved via stochastic gradient descent. The proposed approach is general enough
    to handle sparsity priors of the activations, and allow non-Euclidean data terms
    such as β-divergences. The framework is evaluated on speech enhancement.'
alternative_title:
- Applied and Numerical Harmonic Analysis
article_processing_charge: No
author:
- first_name: Pablo
  full_name: Sprechmann, Pablo
  last_name: Sprechmann
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Guillermo
  full_name: Sapiro, Guillermo
  last_name: Sapiro
citation:
  ama: 'Sprechmann P, Bronstein AM, Sapiro G. Supervised non-negative matrix factorization
    for audio source separation. In: <i>Excursions in Harmonic Analysis, Volumne 4</i>.
    1st ed. Cham: Springer Nature; 2015:407-420. doi:<a href="https://doi.org/10.1007/978-3-319-20188-7_16">10.1007/978-3-319-20188-7_16</a>'
  apa: 'Sprechmann, P., Bronstein, A. M., &#38; Sapiro, G. (2015). Supervised non-negative
    matrix factorization for audio source separation. In <i>Excursions in Harmonic
    Analysis, Volumne 4</i> (1st ed., pp. 407–420). Cham: Springer Nature. <a href="https://doi.org/10.1007/978-3-319-20188-7_16">https://doi.org/10.1007/978-3-319-20188-7_16</a>'
  chicago: 'Sprechmann, Pablo, Alex M. Bronstein, and Guillermo Sapiro. “Supervised
    Non-Negative Matrix Factorization for Audio Source Separation.” In <i>Excursions
    in Harmonic Analysis, Volumne 4</i>, 1st ed., 407–20. Cham: Springer Nature, 2015.
    <a href="https://doi.org/10.1007/978-3-319-20188-7_16">https://doi.org/10.1007/978-3-319-20188-7_16</a>.'
  ieee: 'P. Sprechmann, A. M. Bronstein, and G. Sapiro, “Supervised non-negative matrix
    factorization for audio source separation,” in <i>Excursions in Harmonic Analysis,
    Volumne 4</i>, 1st ed., Cham: Springer Nature, 2015, pp. 407–420.'
  ista: 'Sprechmann P, Bronstein AM, Sapiro G. 2015.Supervised non-negative matrix
    factorization for audio source separation. In: Excursions in Harmonic Analysis,
    Volumne 4. Applied and Numerical Harmonic Analysis, , 407–420.'
  mla: Sprechmann, Pablo, et al. “Supervised Non-Negative Matrix Factorization for
    Audio Source Separation.” <i>Excursions in Harmonic Analysis, Volumne 4</i>, 1st
    ed., Springer Nature, 2015, pp. 407–20, doi:<a href="https://doi.org/10.1007/978-3-319-20188-7_16">10.1007/978-3-319-20188-7_16</a>.
  short: P. Sprechmann, A.M. Bronstein, G. Sapiro, in:, Excursions in Harmonic Analysis,
    Volumne 4, 1st ed., Springer Nature, Cham, 2015, pp. 407–420.
date_created: 2024-10-15T11:20:53Z
date_published: 2015-10-30T00:00:00Z
date_updated: 2024-10-22T08:09:36Z
day: '30'
doi: 10.1007/978-3-319-20188-7_16
edition: '1'
extern: '1'
language:
- iso: eng
month: '10'
oa_version: None
page: 407-420
place: Cham
publication: Excursions in Harmonic Analysis, Volumne 4
publication_identifier:
  eisbn:
  - '9783319201887'
  eissn:
  - 2296-5017
  isbn:
  - '9783319201870'
  issn:
  - 2296-5009
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Supervised non-negative matrix factorization for audio source separation
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '1834'
abstract:
- lang: eng
  text: Huge body of evidences demonstrated that volatile anesthetics affect the hippocampal
    neurogenesis and neurocognitive functions, and most of them showed impairment
    at anesthetic dose. Here, we investigated the effect of low dose (1.8%) sevoflurane
    on hippocampal neurogenesis and dentate gyrus-dependent learning. Neonatal rats
    at postnatal day 4 to 6 (P4-6) were treated with 1.8% sevoflurane for 6 hours.
    Neurogenesis was quantified by bromodeoxyuridine labeling and electrophysiology
    recording. Four and seven weeks after treatment, the Morris water maze and contextual-fear
    discrimination learning tests were performed to determine the influence on spatial
    learning and pattern separation. A 6-hour treatment with 1.8% sevoflurane promoted
    hippocampal neurogenesis and increased the survival of newborn cells and the proportion
    of immature granular cells in the dentate gyrus of neonatal rats. Sevoflurane-treated
    rats performed better during the training days of the Morris water maze test and
    in contextual-fear discrimination learning test. These results suggest that a
    subanesthetic dose of sevoflurane promotes hippocampal neurogenesis in neonatal
    rats and facilitates their performance in dentate gyrus-dependent learning tasks.
article_processing_charge: No
article_type: original
author:
- first_name: Chong
  full_name: Chen, Chong
  id: 3DFD581A-F248-11E8-B48F-1D18A9856A87
  last_name: Chen
- first_name: Chao
  full_name: Wang, Chao
  last_name: Wang
- first_name: Xuan
  full_name: Zhao, Xuan
  last_name: Zhao
- first_name: Tao
  full_name: Zhou, Tao
  last_name: Zhou
- first_name: Dao
  full_name: Xu, Dao
  last_name: Xu
- first_name: Zhi
  full_name: Wang, Zhi
  last_name: Wang
- first_name: Ying
  full_name: Wang, Ying
  last_name: Wang
citation:
  ama: Chen C, Wang C, Zhao X, et al. Low-dose sevoflurane promoteshippocampal neurogenesis
    and facilitates the development of dentate gyrus-dependent learning in neonatal
    rats. <i>ASN Neuro</i>. 2015;7(2). doi:<a href="https://doi.org/10.1177/1759091415575845">10.1177/1759091415575845</a>
  apa: Chen, C., Wang, C., Zhao, X., Zhou, T., Xu, D., Wang, Z., &#38; Wang, Y. (2015).
    Low-dose sevoflurane promoteshippocampal neurogenesis and facilitates the development
    of dentate gyrus-dependent learning in neonatal rats. <i>ASN Neuro</i>. SAGE Publications.
    <a href="https://doi.org/10.1177/1759091415575845">https://doi.org/10.1177/1759091415575845</a>
  chicago: Chen, Chong, Chao Wang, Xuan Zhao, Tao Zhou, Dao Xu, Zhi Wang, and Ying
    Wang. “Low-Dose Sevoflurane Promoteshippocampal Neurogenesis and Facilitates the
    Development of Dentate Gyrus-Dependent Learning in Neonatal Rats.” <i>ASN Neuro</i>.
    SAGE Publications, 2015. <a href="https://doi.org/10.1177/1759091415575845">https://doi.org/10.1177/1759091415575845</a>.
  ieee: C. Chen <i>et al.</i>, “Low-dose sevoflurane promoteshippocampal neurogenesis
    and facilitates the development of dentate gyrus-dependent learning in neonatal
    rats,” <i>ASN Neuro</i>, vol. 7, no. 2. SAGE Publications, 2015.
  ista: Chen C, Wang C, Zhao X, Zhou T, Xu D, Wang Z, Wang Y. 2015. Low-dose sevoflurane
    promoteshippocampal neurogenesis and facilitates the development of dentate gyrus-dependent
    learning in neonatal rats. ASN Neuro. 7(2).
  mla: Chen, Chong, et al. “Low-Dose Sevoflurane Promoteshippocampal Neurogenesis
    and Facilitates the Development of Dentate Gyrus-Dependent Learning in Neonatal
    Rats.” <i>ASN Neuro</i>, vol. 7, no. 2, SAGE Publications, 2015, doi:<a href="https://doi.org/10.1177/1759091415575845">10.1177/1759091415575845</a>.
  short: C. Chen, C. Wang, X. Zhao, T. Zhou, D. Xu, Z. Wang, Y. Wang, ASN Neuro 7
    (2015).
date_created: 2018-12-11T11:54:16Z
date_published: 2015-04-13T00:00:00Z
date_updated: 2025-09-23T09:31:50Z
day: '13'
ddc:
- '570'
department:
- _id: PeJo
doi: 10.1177/1759091415575845
external_id:
  isi:
  - '000353223200002'
file:
- access_level: open_access
  checksum: 53e16bd3fc2ae2c0d7de9164626c37aa
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:14:08Z
  date_updated: 2020-07-14T12:45:18Z
  file_id: '5057'
  file_name: IST-2016-456-v1+1_ASN_Neuro-2015-Chen-.pdf
  file_size: 1146814
  relation: main_file
file_date_updated: 2020-07-14T12:45:18Z
has_accepted_license: '1'
intvolume: '         7'
isi: 1
issue: '2'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
publication: ASN Neuro
publication_status: published
publisher: SAGE Publications
publist_id: '5269'
pubrep_id: '456'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Low-dose sevoflurane promoteshippocampal neurogenesis and facilitates the development
  of dentate gyrus-dependent learning in neonatal rats
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/3.0/legalcode
  name: Creative Commons Attribution 3.0 Unported (CC BY 3.0)
  short: CC BY (3.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 7
year: '2015'
...
---
_id: '1835'
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 logics.
    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.
acknowledgement: "SNSF Early Postdoc.Mobility Fellowship, the grant number P2EZP2
  148797.\r\n"
alternative_title:
- LNCS
article_processing_charge: No
arxiv: 1
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
    gene regulatory networks. 2015;9035:469-483. doi:<a href="https://doi.org/10.1007/978-3-662-46681-0_47">10.1007/978-3-662-46681-0_47</a>
  apa: 'Giacobbe, M., Guet, C. C., Gupta, A., Henzinger, T. A., Paixao, T., &#38;
    Petrov, T. (2015). Model checking gene regulatory networks. Presented at the TACAS:
    Tools and Algorithms for the Construction and Analysis of Systems, London, United
    Kingdom: Springer. <a href="https://doi.org/10.1007/978-3-662-46681-0_47">https://doi.org/10.1007/978-3-662-46681-0_47</a>'
  chicago: Giacobbe, Mirco, Calin C Guet, Ashutosh Gupta, Thomas A Henzinger, Tiago
    Paixao, and Tatjana Petrov. “Model Checking Gene Regulatory Networks.” Lecture
    Notes in Computer Science. Springer, 2015. <a href="https://doi.org/10.1007/978-3-662-46681-0_47">https://doi.org/10.1007/978-3-662-46681-0_47</a>.
  ieee: M. Giacobbe, C. C. Guet, A. Gupta, T. A. Henzinger, T. Paixao, and T. Petrov,
    “Model checking gene regulatory networks,” vol. 9035. Springer, pp. 469–483, 2015.
  ista: Giacobbe M, Guet CC, Gupta A, Henzinger TA, Paixao T, Petrov T. 2015. Model
    checking gene regulatory networks. 9035, 469–483.
  mla: Giacobbe, Mirco, et al. <i>Model Checking Gene Regulatory Networks</i>. Vol.
    9035, Springer, 2015, pp. 469–83, doi:<a href="https://doi.org/10.1007/978-3-662-46681-0_47">10.1007/978-3-662-46681-0_47</a>.
  short: M. Giacobbe, C.C. Guet, A. Gupta, T.A. Henzinger, T. Paixao, T. Petrov, 9035
    (2015) 469–483.
conference:
  end_date: 2015-04-18
  location: London, United Kingdom
  name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems'
  start_date: 2015-04-11
date_created: 2018-12-11T11:54:16Z
date_published: 2015-04-01T00:00:00Z
date_updated: 2025-07-10T11:50:42Z
day: '01'
department:
- _id: ToHe
- _id: CaGu
- _id: NiBa
doi: 10.1007/978-3-662-46681-0_47
ec_funded: 1
external_id:
  arxiv:
  - '1410.7704'
intvolume: '      9035'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1410.7704
month: '04'
oa: 1
oa_version: Preprint
page: 469 - 483
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: Formal methods for the design and analysis of complex systems
- _id: 25B1EC9E-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '618091'
  name: Speed of Adaptation in Population Genetics and Evolutionary Computation
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication_status: published
publisher: Springer
publist_id: '5267'
quality_controlled: '1'
related_material:
  record:
  - id: '1351'
    relation: later_version
    status: public
scopus_import: '1'
series_title: Lecture Notes in Computer Science
status: public
title: Model checking gene regulatory networks
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 9035
year: '2015'
...
---
_id: '1836'
abstract:
- lang: eng
  text: In the standard framework for worst-case execution time (WCET) analysis of
    programs, the main data structure is a single instance of integer linear programming
    (ILP) that represents the whole program. The instance of this NP-hard problem
    must be solved to find an estimate forWCET, and it must be refined if the estimate
    is not tight.We propose a new framework for WCET analysis, based on abstract segment
    trees (ASTs) as the main data structure. The ASTs have two advantages. First,
    they allow computing WCET by solving a number of independent small ILP instances.
    Second, ASTs store more expressive constraints, thus enabling a more efficient
    and precise refinement procedure. In order to realize our framework algorithmically,
    we develop an algorithm for WCET estimation on ASTs, and we develop an interpolation-based
    counterexample-guided refinement scheme for ASTs. Furthermore, we extend our framework
    to obtain parametric estimates of WCET. We experimentally evaluate our approach
    on a set of examples from WCET benchmark suites and linear-algebra packages. We
    show that our analysis, with comparable effort, provides WCET estimates that in
    many cases significantly improve those computed by existing tools.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Pavol
  full_name: Cerny, Pavol
  id: 4DCBEFFE-F248-11E8-B48F-1D18A9856A87
  last_name: Cerny
- 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: Laura
  full_name: Kovács, Laura
  last_name: Kovács
- first_name: Arjun
  full_name: Radhakrishna, Arjun
  id: 3B51CAC4-F248-11E8-B48F-1D18A9856A87
  last_name: Radhakrishna
- first_name: Jakob
  full_name: Zwirchmayr, Jakob
  last_name: Zwirchmayr
citation:
  ama: Cerny P, Henzinger TA, Kovács L, Radhakrishna A, Zwirchmayr J. Segment abstraction
    for worst-case execution time analysis. 2015;9032:105-131. doi:<a href="https://doi.org/10.1007/978-3-662-46669-8_5">10.1007/978-3-662-46669-8_5</a>
  apa: 'Cerny, P., Henzinger, T. A., Kovács, L., Radhakrishna, A., &#38; Zwirchmayr,
    J. (2015). Segment abstraction for worst-case execution time analysis. Presented
    at the ESOP: European Symposium on Programming, London, United Kingdom: Springer.
    <a href="https://doi.org/10.1007/978-3-662-46669-8_5">https://doi.org/10.1007/978-3-662-46669-8_5</a>'
  chicago: Cerny, Pavol, Thomas A Henzinger, Laura Kovács, Arjun Radhakrishna, and
    Jakob Zwirchmayr. “Segment Abstraction for Worst-Case Execution Time Analysis.”
    Lecture Notes in Computer Science. Springer, 2015. <a href="https://doi.org/10.1007/978-3-662-46669-8_5">https://doi.org/10.1007/978-3-662-46669-8_5</a>.
  ieee: P. Cerny, T. A. Henzinger, L. Kovács, A. Radhakrishna, and J. Zwirchmayr,
    “Segment abstraction for worst-case execution time analysis,” vol. 9032. Springer,
    pp. 105–131, 2015.
  ista: Cerny P, Henzinger TA, Kovács L, Radhakrishna A, Zwirchmayr J. 2015. Segment
    abstraction for worst-case execution time analysis. 9032, 105–131.
  mla: Cerny, Pavol, et al. <i>Segment Abstraction for Worst-Case Execution Time Analysis</i>.
    Vol. 9032, Springer, 2015, pp. 105–31, doi:<a href="https://doi.org/10.1007/978-3-662-46669-8_5">10.1007/978-3-662-46669-8_5</a>.
  short: P. Cerny, T.A. Henzinger, L. Kovács, A. Radhakrishna, J. Zwirchmayr, 9032
    (2015) 105–131.
conference:
  end_date: 2015-04-18
  location: London, United Kingdom
  name: 'ESOP: European Symposium on Programming'
  start_date: 2015-04-11
date_created: 2018-12-11T11:54:16Z
date_published: 2015-04-01T00:00:00Z
date_updated: 2025-09-23T10:42:04Z
day: '01'
department:
- _id: ToHe
doi: 10.1007/978-3-662-46669-8_5
ec_funded: 1
external_id:
  isi:
  - '000361751400005'
intvolume: '      9032'
isi: 1
language:
- iso: eng
month: '04'
oa_version: None
page: 105 - 131
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
publication_status: published
publisher: Springer
publist_id: '5266'
quality_controlled: '1'
scopus_import: '1'
series_title: Lecture Notes in Computer Science
status: public
title: Segment abstraction for worst-case execution time analysis
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 9032
year: '2015'
...
---
DOAJ_listed: '1'
_id: '18365'
abstract:
- lang: eng
  text: Yeast cells with DNA damage avoid respiration, presumably because products
    of oxidative metabolism can be harmful to DNA. We show that DNA damage inhibits
    the activity of the Snf1 (AMP-activated) protein kinase (AMPK), which activates
    expression of genes required for respiration. Glucose and DNA damage upregulate
    SUMOylation of Snf1, catalyzed by the SUMO E3 ligase Mms21, which inhibits SNF1
    activity. The DNA damage checkpoint kinases Mec1/ATR and Tel1/ATM, as well as
    the nutrient-sensing protein kinase A (PKA), regulate Mms21 activity toward Snf1.
    Mec1 and Tel1 are required for two SNF1-regulated processes—glucose sensing and
    ADH2 gene expression—even without exogenous genotoxic stress. Our results imply
    that inhibition of Snf1 by SUMOylation is a mechanism by which cells lower their
    respiration in response to DNA damage. This raises the possibility that activation
    of DNA damage checkpoint mechanisms could contribute to aerobic fermentation (Warburg
    effect), a hallmark of cancer cells.
article_processing_charge: No
author:
- first_name: Kobi J.
  full_name: Simpson-Lavy, Kobi J.
  last_name: Simpson-Lavy
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Martin
  full_name: Kupiec, Martin
  last_name: Kupiec
- first_name: Mark
  full_name: Johnston, Mark
  last_name: Johnston
citation:
  ama: Simpson-Lavy KJ, Bronstein AM, Kupiec M, Johnston M. Cross-talk between carbon
    cetabolism and the DNA camage response in S. cerevisiae. <i>Cell Reports</i>.
    2015;12(11):1865-1875. doi:<a href="https://doi.org/10.1016/j.celrep.2015.08.025">10.1016/j.celrep.2015.08.025</a>
  apa: Simpson-Lavy, K. J., Bronstein, A. M., Kupiec, M., &#38; Johnston, M. (2015).
    Cross-talk between carbon cetabolism and the DNA camage response in S. cerevisiae.
    <i>Cell Reports</i>. Elsevier. <a href="https://doi.org/10.1016/j.celrep.2015.08.025">https://doi.org/10.1016/j.celrep.2015.08.025</a>
  chicago: Simpson-Lavy, Kobi J., Alex M. Bronstein, Martin Kupiec, and Mark Johnston.
    “Cross-Talk between Carbon Cetabolism and the DNA Camage Response in S. Cerevisiae.”
    <i>Cell Reports</i>. Elsevier, 2015. <a href="https://doi.org/10.1016/j.celrep.2015.08.025">https://doi.org/10.1016/j.celrep.2015.08.025</a>.
  ieee: K. J. Simpson-Lavy, A. M. Bronstein, M. Kupiec, and M. Johnston, “Cross-talk
    between carbon cetabolism and the DNA camage response in S. cerevisiae,” <i>Cell
    Reports</i>, vol. 12, no. 11. Elsevier, pp. 1865–1875, 2015.
  ista: Simpson-Lavy KJ, Bronstein AM, Kupiec M, Johnston M. 2015. Cross-talk between
    carbon cetabolism and the DNA camage response in S. cerevisiae. Cell Reports.
    12(11), 1865–1875.
  mla: Simpson-Lavy, Kobi J., et al. “Cross-Talk between Carbon Cetabolism and the
    DNA Camage Response in S. Cerevisiae.” <i>Cell Reports</i>, vol. 12, no. 11, Elsevier,
    2015, pp. 1865–75, doi:<a href="https://doi.org/10.1016/j.celrep.2015.08.025">10.1016/j.celrep.2015.08.025</a>.
  short: K.J. Simpson-Lavy, A.M. Bronstein, M. Kupiec, M. Johnston, Cell Reports 12
    (2015) 1865–1875.
date_created: 2024-10-15T11:20:54Z
date_published: 2015-09-22T00:00:00Z
date_updated: 2024-12-18T12:23:56Z
day: '22'
doi: 10.1016/j.celrep.2015.08.025
extern: '1'
intvolume: '        12'
issue: '11'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.celrep.2015.08.025
month: '09'
oa: 1
oa_version: Published Version
page: 1865-1875
publication: Cell Reports
publication_identifier:
  issn:
  - 2211-1247
publication_status: published
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: Cross-talk between carbon cetabolism and the DNA camage response in S. cerevisiae
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 12
year: '2015'
...
---
_id: '1837'
abstract:
- lang: eng
  text: 'Transition to turbulence in straight pipes occurs in spite of the linear
    stability of the laminar Hagen-Poiseuille flow if both the amplitude of flow perturbations
    and the Reynolds number Re exceed a minimum threshold (subcritical transition).
    As the pipe curvature increases, centrifugal effects become important, modifying
    the basic flow as well as the most unstable linear modes. If the curvature (tube-to-coiling
    diameter d/D) is sufficiently large, a Hopf bifurcation (supercritical instability)
    is encountered before turbulence can be excited (subcritical instability). We
    trace the instability thresholds in the Re - d/D parameter space in the range
    0.01 ≤ d/D\ ≤ 0.1 by means of laser-Doppler velocimetry and determine the point
    where the subcritical and supercritical instabilities meet. Two different experimental
    set-ups are used: a closed system where the pipe forms an axisymmetric torus and
    an open system employing a helical pipe. Implications for the measurement of friction
    factors in curved pipes are discussed.'
article_number: R3
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Jakob
  full_name: Kühnen, Jakob
  id: 3A47AE32-F248-11E8-B48F-1D18A9856A87
  last_name: Kühnen
  orcid: 0000-0003-4312-0179
- first_name: P
  full_name: Braunshier, P
  last_name: Braunshier
- first_name: M
  full_name: Schwegel, M
  last_name: Schwegel
- first_name: Hendrik
  full_name: Kuhlmann, Hendrik
  last_name: Kuhlmann
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
citation:
  ama: Kühnen J, Braunshier P, Schwegel M, Kuhlmann H, Hof B. Subcritical versus supercritical
    transition to turbulence in curved pipes. <i>Journal of Fluid Mechanics</i>. 2015;770(5).
    doi:<a href="https://doi.org/10.1017/jfm.2015.184">10.1017/jfm.2015.184</a>
  apa: Kühnen, J., Braunshier, P., Schwegel, M., Kuhlmann, H., &#38; Hof, B. (2015).
    Subcritical versus supercritical transition to turbulence in curved pipes. <i>Journal
    of Fluid Mechanics</i>. Cambridge University Press. <a href="https://doi.org/10.1017/jfm.2015.184">https://doi.org/10.1017/jfm.2015.184</a>
  chicago: Kühnen, Jakob, P Braunshier, M Schwegel, Hendrik Kuhlmann, and Björn Hof.
    “Subcritical versus Supercritical Transition to Turbulence in Curved Pipes.” <i>Journal
    of Fluid Mechanics</i>. Cambridge University Press, 2015. <a href="https://doi.org/10.1017/jfm.2015.184">https://doi.org/10.1017/jfm.2015.184</a>.
  ieee: J. Kühnen, P. Braunshier, M. Schwegel, H. Kuhlmann, and B. Hof, “Subcritical
    versus supercritical transition to turbulence in curved pipes,” <i>Journal of
    Fluid Mechanics</i>, vol. 770, no. 5. Cambridge University Press, 2015.
  ista: Kühnen J, Braunshier P, Schwegel M, Kuhlmann H, Hof B. 2015. Subcritical versus
    supercritical transition to turbulence in curved pipes. Journal of Fluid Mechanics.
    770(5), R3.
  mla: Kühnen, Jakob, et al. “Subcritical versus Supercritical Transition to Turbulence
    in Curved Pipes.” <i>Journal of Fluid Mechanics</i>, vol. 770, no. 5, R3, Cambridge
    University Press, 2015, doi:<a href="https://doi.org/10.1017/jfm.2015.184">10.1017/jfm.2015.184</a>.
  short: J. Kühnen, P. Braunshier, M. Schwegel, H. Kuhlmann, B. Hof, Journal of Fluid
    Mechanics 770 (2015).
corr_author: '1'
date_created: 2018-12-11T11:54:17Z
date_published: 2015-04-08T00:00:00Z
date_updated: 2025-09-23T10:50:18Z
day: '08'
department:
- _id: BjHo
doi: 10.1017/jfm.2015.184
ec_funded: 1
external_id:
  arxiv:
  - '1508.06559'
  isi:
  - '000354190500003'
intvolume: '       770'
isi: 1
issue: '5'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1508.06559
month: '04'
oa: 1
oa_version: Preprint
project:
- _id: 25152F3A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '306589'
  name: Decoding the complexity of turbulence at its origin
publication: Journal of Fluid Mechanics
publication_status: published
publisher: Cambridge University Press
publist_id: '5265'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Subcritical versus supercritical transition to turbulence in curved pipes
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 770
year: '2015'
...
---
_id: '18371'
abstract:
- lang: eng
  text: We consider the problem of exact and inexact matching of weighted undirected
    graphs, in which a bijective correspondence is sought to minimize a quadratic
    weight disagreement. This computationally challenging problem is often relaxed
    as a convex quadratic program, in which the space of permutations is replaced
    by the space of doubly stochastic matrices. However, the applicability of such
    a relaxation is poorly understood. We define a broad class of friendly graphs
    characterized by an easily verifiable spectral property. We prove that for friendly
    graphs, the convex relaxation is guaranteed to find the exact isomorphism or certify
    its inexistence. This result is further extended to approximately isomorphic graphs,
    for which we develop an explicit bound on the amount of weight disagreement under
    which the relaxation is guaranteed to find the globally optimal approximate isomorphism.
    We also show that in many cases, the graph matching problem can be further harmlessly
    relaxed to a convex quadratic program with only n separable linear equality constraints,
    which is substantially more efficient than the standard relaxation involving 2n
    equality and n2 inequality constraints. Finally, we show that our results are
    still valid for unfriendly graphs if additional information in the form of seeds
    or attributes is allowed, with the latter satisfying an easy to verify spectral
    characteristic.
article_processing_charge: No
article_type: original
author:
- first_name: Yonathan
  full_name: Aflalo, Yonathan
  last_name: Aflalo
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Ron
  full_name: Kimmel, Ron
  last_name: Kimmel
citation:
  ama: Aflalo Y, Bronstein AM, Kimmel R. On convex relaxation of graph isomorphism.
    <i>Proceedings of the National Academy of Sciences</i>. 2015;112(10):2942-2947.
    doi:<a href="https://doi.org/10.1073/pnas.1401651112">10.1073/pnas.1401651112</a>
  apa: Aflalo, Y., Bronstein, A. M., &#38; Kimmel, R. (2015). On convex relaxation
    of graph isomorphism. <i>Proceedings of the National Academy of Sciences</i>.
    National Academy of Sciences. <a href="https://doi.org/10.1073/pnas.1401651112">https://doi.org/10.1073/pnas.1401651112</a>
  chicago: Aflalo, Yonathan, Alex M. Bronstein, and Ron Kimmel. “On Convex Relaxation
    of Graph Isomorphism.” <i>Proceedings of the National Academy of Sciences</i>.
    National Academy of Sciences, 2015. <a href="https://doi.org/10.1073/pnas.1401651112">https://doi.org/10.1073/pnas.1401651112</a>.
  ieee: Y. Aflalo, A. M. Bronstein, and R. Kimmel, “On convex relaxation of graph
    isomorphism,” <i>Proceedings of the National Academy of Sciences</i>, vol. 112,
    no. 10. National Academy of Sciences, pp. 2942–2947, 2015.
  ista: Aflalo Y, Bronstein AM, Kimmel R. 2015. On convex relaxation of graph isomorphism.
    Proceedings of the National Academy of Sciences. 112(10), 2942–2947.
  mla: Aflalo, Yonathan, et al. “On Convex Relaxation of Graph Isomorphism.” <i>Proceedings
    of the National Academy of Sciences</i>, vol. 112, no. 10, National Academy of
    Sciences, 2015, pp. 2942–47, doi:<a href="https://doi.org/10.1073/pnas.1401651112">10.1073/pnas.1401651112</a>.
  short: Y. Aflalo, A.M. Bronstein, R. Kimmel, Proceedings of the National Academy
    of Sciences 112 (2015) 2942–2947.
date_created: 2024-10-15T11:20:54Z
date_published: 2015-03-10T00:00:00Z
date_updated: 2024-11-12T08:54:37Z
day: '10'
doi: 10.1073/pnas.1401651112
extern: '1'
external_id:
  pmid:
  - '25713342'
intvolume: '       112'
issue: '10'
language:
- iso: eng
month: '03'
oa_version: None
page: 2942-2947
pmid: 1
publication: Proceedings of the National Academy of Sciences
publication_identifier:
  eissn:
  - 1091-6490
  issn:
  - 0027-8424
publication_status: published
publisher: National Academy of Sciences
quality_controlled: '1'
scopus_import: '1'
status: public
title: On convex relaxation of graph isomorphism
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 112
year: '2015'
...
---
_id: '1838'
abstract:
- lang: eng
  text: Synthesis of program parts is particularly useful for concurrent systems.
    However, most approaches do not support common design tasks, like modifying a
    single process without having to re-synthesize or verify the whole system. Assume-guarantee
    synthesis (AGS) provides robustness against modifications of system parts, but
    thus far has been limited to the perfect information setting. This means that
    local variables cannot be hidden from other processes, which renders synthesis
    results cumbersome or even impossible to realize.We resolve this shortcoming by
    defining AGS under partial information. We analyze the complexity and decidability
    in different settings, showing that the problem has a high worstcase complexity
    and is undecidable in many interesting cases. Based on these observations, we
    present a pragmatic algorithm based on bounded synthesis, and demonstrate its
    practical applicability on several examples.
acknowledgement: 'This work was supported by the Austrian Science Fund (FWF) through
  the research network RiSE (S11406-N23, S11407-N23) and grant nr. P23499-N23, by
  the European Commission through an ERC Start grant (279307: Graph Games) and project
  STANCE (317753), as well as by the German Research Foundation (DFG) through SFB/TR
  14 AVACS and project ASDPS(JA 2357/2-1).'
alternative_title:
- LNCS
article_processing_charge: No
arxiv: 1
author:
- first_name: Roderick
  full_name: Bloem, Roderick
  last_name: Bloem
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Swen
  full_name: Jacobs, Swen
  last_name: Jacobs
- first_name: Robert
  full_name: Könighofer, Robert
  last_name: Könighofer
citation:
  ama: 'Bloem R, Chatterjee K, Jacobs S, Könighofer R. Assume-guarantee synthesis
    for concurrent reactive programs with partial information. In: Vol 9035. Springer;
    2015:517-532. doi:<a href="https://doi.org/10.1007/978-3-662-46681-0_50">10.1007/978-3-662-46681-0_50</a>'
  apa: 'Bloem, R., Chatterjee, K., Jacobs, S., &#38; Könighofer, R. (2015). Assume-guarantee
    synthesis for concurrent reactive programs with partial information (Vol. 9035,
    pp. 517–532). Presented at the TACAS: Tools and Algorithms for the Construction
    and Analysis of Systems, London, United Kingdom: Springer. <a href="https://doi.org/10.1007/978-3-662-46681-0_50">https://doi.org/10.1007/978-3-662-46681-0_50</a>'
  chicago: Bloem, Roderick, Krishnendu Chatterjee, Swen Jacobs, and Robert Könighofer.
    “Assume-Guarantee Synthesis for Concurrent Reactive Programs with Partial Information,”
    9035:517–32. Springer, 2015. <a href="https://doi.org/10.1007/978-3-662-46681-0_50">https://doi.org/10.1007/978-3-662-46681-0_50</a>.
  ieee: 'R. Bloem, K. Chatterjee, S. Jacobs, and R. Könighofer, “Assume-guarantee
    synthesis for concurrent reactive programs with partial information,” presented
    at the TACAS: Tools and Algorithms for the Construction and Analysis of Systems,
    London, United Kingdom, 2015, vol. 9035, pp. 517–532.'
  ista: 'Bloem R, Chatterjee K, Jacobs S, Könighofer R. 2015. Assume-guarantee synthesis
    for concurrent reactive programs with partial information. TACAS: Tools and Algorithms
    for the Construction and Analysis of Systems, LNCS, vol. 9035, 517–532.'
  mla: Bloem, Roderick, et al. <i>Assume-Guarantee Synthesis for Concurrent Reactive
    Programs with Partial Information</i>. Vol. 9035, Springer, 2015, pp. 517–32,
    doi:<a href="https://doi.org/10.1007/978-3-662-46681-0_50">10.1007/978-3-662-46681-0_50</a>.
  short: R. Bloem, K. Chatterjee, S. Jacobs, R. Könighofer, in:, Springer, 2015, pp.
    517–532.
conference:
  end_date: 2015-04-18
  location: London, United Kingdom
  name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems'
  start_date: 2015-04-11
date_created: 2018-12-11T11:54:17Z
date_published: 2015-01-01T00:00:00Z
date_updated: 2025-06-11T07:09:03Z
day: '01'
department:
- _id: KrCh
doi: 10.1007/978-3-662-46681-0_50
ec_funded: 1
external_id:
  arxiv:
  - '1411.4604'
intvolume: '      9035'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1411.4604
month: '01'
oa: 1
oa_version: Preprint
page: 517 - 532
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'
publication_status: published
publisher: Springer
publist_id: '5264'
scopus_import: '1'
status: public
title: Assume-guarantee synthesis for concurrent reactive programs with partial information
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 9035
year: '2015'
...
---
_id: '18380'
abstract:
- lang: eng
  text: This work presents a novel approach for detecting inliers in a given set of
    correspondences (matches). It does so without explicitly identifying any consensus
    set, based on a method for inlier rate estimation (IRE). Given such an estimator
    for the inlier rate, we also present an algorithm that detects a globally optimal
    transformation. We provide a theoretical analysis of the IRE method using a stochastic
    generative model on the continuous spaces of matches and transformations. This
    model allows rigorous investigation of the limits of our IRE method for the case
    of 2D-translation, further giving bounds and insights for the more general case.
    Our theoretical analysis is validated empirically and is shown to hold in practice
    for the more general case of 2D-affinities. In addition, we show that the combined
    framework works on challenging cases of 2D-homography estimation, with very few
    and possibly noisy inliers, where RANSAC generally fails.
article_number: '7299161'
article_processing_charge: No
author:
- first_name: Roee
  full_name: Litman, Roee
  last_name: Litman
- first_name: Simon
  full_name: Korman, Simon
  last_name: Korman
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Shai
  full_name: Avidan, Shai
  last_name: Avidan
citation:
  ama: 'Litman R, Korman S, Bronstein AM, Avidan S. Inverting RANSAC: Global model
    detection via inlier rate estimation. In: <i>2015 IEEE Conference on Computer
    Vision and Pattern Recognition (CVPR)</i>. IEEE; 2015. doi:<a href="https://doi.org/10.1109/cvpr.2015.7299161">10.1109/cvpr.2015.7299161</a>'
  apa: 'Litman, R., Korman, S., Bronstein, A. M., &#38; Avidan, S. (2015). Inverting
    RANSAC: Global model detection via inlier rate estimation. In <i>2015 IEEE Conference
    on Computer Vision and Pattern Recognition (CVPR)</i>. Boston, MA, United States:
    IEEE. <a href="https://doi.org/10.1109/cvpr.2015.7299161">https://doi.org/10.1109/cvpr.2015.7299161</a>'
  chicago: 'Litman, Roee, Simon Korman, Alex M. Bronstein, and Shai Avidan. “Inverting
    RANSAC: Global Model Detection via Inlier Rate Estimation.” In <i>2015 IEEE Conference
    on Computer Vision and Pattern Recognition (CVPR)</i>. IEEE, 2015. <a href="https://doi.org/10.1109/cvpr.2015.7299161">https://doi.org/10.1109/cvpr.2015.7299161</a>.'
  ieee: 'R. Litman, S. Korman, A. M. Bronstein, and S. Avidan, “Inverting RANSAC:
    Global model detection via inlier rate estimation,” in <i>2015 IEEE Conference
    on Computer Vision and Pattern Recognition (CVPR)</i>, Boston, MA, United States,
    2015.'
  ista: 'Litman R, Korman S, Bronstein AM, Avidan S. 2015. Inverting RANSAC: Global
    model detection via inlier rate estimation. 2015 IEEE Conference on Computer Vision
    and Pattern Recognition (CVPR). IEEE Conference on Computer Vision and Pattern
    Recognition, 7299161.'
  mla: 'Litman, Roee, et al. “Inverting RANSAC: Global Model Detection via Inlier
    Rate Estimation.” <i>2015 IEEE Conference on Computer Vision and Pattern Recognition
    (CVPR)</i>, 7299161, IEEE, 2015, doi:<a href="https://doi.org/10.1109/cvpr.2015.7299161">10.1109/cvpr.2015.7299161</a>.'
  short: R. Litman, S. Korman, A.M. Bronstein, S. Avidan, in:, 2015 IEEE Conference
    on Computer Vision and Pattern Recognition (CVPR), IEEE, 2015.
conference:
  end_date: 2015-06-12
  location: Boston, MA, United States
  name: IEEE Conference on Computer Vision and Pattern Recognition
  start_date: 2015-06-07
date_created: 2024-10-15T11:20:54Z
date_published: 2015-10-15T00:00:00Z
date_updated: 2024-12-04T14:06:06Z
day: '15'
doi: 10.1109/cvpr.2015.7299161
extern: '1'
language:
- iso: eng
month: '10'
oa_version: None
publication: 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
publication_identifier:
  eissn:
  - 1063-6919
  isbn:
  - '9781467369640'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Inverting RANSAC: Global model detection via inlier rate estimation'
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '18387'
abstract:
- lang: eng
  text: Sparse models in dictionary learning have been successfully applied in a wide
    variety of machine learning and computer vision problems, and have also recently
    been of increasing research interest. Another interesting related problem based
    on a linear equality constraint, namely the sparse null space problem (SNS), first
    appeared in 1986, and has since inspired results on sparse basis pursuit. In this
    paper, we investigate the relation between the SNS problem and the analysis dictionary
    learning problem, and show that the SNS problem plays a central role, and may
    be utilized to solve dictionary learning problems. Moreover, we propose an efficient
    algorithm of sparse null space basis pursuit, and extend it to a solution of analysis
    dictionary learning. Experimental results on numerical synthetic data and real-world
    data are further presented to validate the performance of our method.
article_number: '7178678'
article_processing_charge: No
author:
- first_name: Xiao
  full_name: Bian, Xiao
  last_name: Bian
- first_name: Hamid
  full_name: Krim, Hamid
  last_name: Krim
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Liyi
  full_name: Dai, Liyi
  last_name: Dai
citation:
  ama: 'Bian X, Krim H, Bronstein AM, Dai L. Sparse null space basis pursuit and analysis
    dictionary learning for high-dimensional data analysis. In: <i>2015 IEEE International
    Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>. IEEE; 2015.
    doi:<a href="https://doi.org/10.1109/icassp.2015.7178678">10.1109/icassp.2015.7178678</a>'
  apa: 'Bian, X., Krim, H., Bronstein, A. M., &#38; Dai, L. (2015). Sparse null space
    basis pursuit and analysis dictionary learning for high-dimensional data analysis.
    In <i>2015 IEEE International Conference on Acoustics, Speech and Signal Processing
    (ICASSP)</i>. South Brisbane, QLD, Australia: IEEE. <a href="https://doi.org/10.1109/icassp.2015.7178678">https://doi.org/10.1109/icassp.2015.7178678</a>'
  chicago: Bian, Xiao, Hamid Krim, Alex M. Bronstein, and Liyi Dai. “Sparse Null Space
    Basis Pursuit and Analysis Dictionary Learning for High-Dimensional Data Analysis.”
    In <i>2015 IEEE International Conference on Acoustics, Speech and Signal Processing
    (ICASSP)</i>. IEEE, 2015. <a href="https://doi.org/10.1109/icassp.2015.7178678">https://doi.org/10.1109/icassp.2015.7178678</a>.
  ieee: X. Bian, H. Krim, A. M. Bronstein, and L. Dai, “Sparse null space basis pursuit
    and analysis dictionary learning for high-dimensional data analysis,” in <i>2015
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>,
    South Brisbane, QLD, Australia, 2015.
  ista: Bian X, Krim H, Bronstein AM, Dai L. 2015. Sparse null space basis pursuit
    and analysis dictionary learning for high-dimensional data analysis. 2015 IEEE
    International Conference on Acoustics, Speech and Signal Processing (ICASSP).
    40th IEEE International Conference on Acoustics, Speech, and Signal Processing,
    7178678.
  mla: Bian, Xiao, et al. “Sparse Null Space Basis Pursuit and Analysis Dictionary
    Learning for High-Dimensional Data Analysis.” <i>2015 IEEE International Conference
    on Acoustics, Speech and Signal Processing (ICASSP)</i>, 7178678, IEEE, 2015,
    doi:<a href="https://doi.org/10.1109/icassp.2015.7178678">10.1109/icassp.2015.7178678</a>.
  short: X. Bian, H. Krim, A.M. Bronstein, L. Dai, in:, 2015 IEEE International Conference
    on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2015.
conference:
  end_date: 2015-04-24
  location: South Brisbane, QLD, Australia
  name: 40th IEEE International Conference on Acoustics, Speech, and Signal Processing
  start_date: 2015-04-19
date_created: 2024-10-15T11:20:54Z
date_published: 2015-08-06T00:00:00Z
date_updated: 2024-12-04T14:01:05Z
day: '06'
doi: 10.1109/icassp.2015.7178678
extern: '1'
language:
- iso: eng
month: '08'
oa_version: None
publication: 2015 IEEE International Conference on Acoustics, Speech and Signal Processing
  (ICASSP)
publication_identifier:
  eisbn:
  - '9781467369978'
  eissn:
  - 2379-190X
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Sparse null space basis pursuit and analysis dictionary learning for high-dimensional
  data analysis
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2015'
...
---
_id: '1839'
abstract:
- lang: eng
  text: We present MultiGain, a tool to synthesize strategies for Markov decision
    processes (MDPs) with multiple mean-payoff objectives. Our models are described
    in PRISM, and our tool uses the existing interface and simulator of PRISM. Our
    tool extends PRISM by adding novel algorithms for multiple mean-payoff objectives,
    and also provides features such as (i) generating strategies and exploring them
    for simulation, and checking them with respect to other properties; and (ii) generating
    an approximate Pareto curve for two mean-payoff objectives. In addition, we present
    a new practical algorithm for the analysis of MDPs with multiple mean-payoff objectives
    under memoryless strategies.
alternative_title:
- LNCS
article_processing_charge: No
arxiv: 1
author:
- first_name: Tomáš
  full_name: Brázdil, Tomáš
  last_name: Brázdil
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Vojtěch
  full_name: Forejt, Vojtěch
  last_name: Forejt
- first_name: Antonín
  full_name: Kučera, Antonín
  last_name: Kučera
citation:
  ama: 'Brázdil T, Chatterjee K, Forejt V, Kučera A. Multigain: A controller synthesis
    tool for MDPs with multiple mean-payoff objectives. 2015;9035:181-187. doi:<a
    href="https://doi.org/10.1007/978-3-662-46681-0_12">10.1007/978-3-662-46681-0_12</a>'
  apa: 'Brázdil, T., Chatterjee, K., Forejt, V., &#38; Kučera, A. (2015). Multigain:
    A controller synthesis tool for MDPs with multiple mean-payoff objectives. Presented
    at the TACAS: Tools and Algorithms for the Construction and Analysis of Systems,
    London, United Kingdom: Springer. <a href="https://doi.org/10.1007/978-3-662-46681-0_12">https://doi.org/10.1007/978-3-662-46681-0_12</a>'
  chicago: 'Brázdil, Tomáš, Krishnendu Chatterjee, Vojtěch Forejt, and Antonín Kučera.
    “Multigain: A Controller Synthesis Tool for MDPs with Multiple Mean-Payoff Objectives.”
    Lecture Notes in Computer Science. Springer, 2015. <a href="https://doi.org/10.1007/978-3-662-46681-0_12">https://doi.org/10.1007/978-3-662-46681-0_12</a>.'
  ieee: 'T. Brázdil, K. Chatterjee, V. Forejt, and A. Kučera, “Multigain: A controller
    synthesis tool for MDPs with multiple mean-payoff objectives,” vol. 9035. Springer,
    pp. 181–187, 2015.'
  ista: 'Brázdil T, Chatterjee K, Forejt V, Kučera A. 2015. Multigain: A controller
    synthesis tool for MDPs with multiple mean-payoff objectives. 9035, 181–187.'
  mla: 'Brázdil, Tomáš, et al. <i>Multigain: A Controller Synthesis Tool for MDPs
    with Multiple Mean-Payoff Objectives</i>. Vol. 9035, Springer, 2015, pp. 181–87,
    doi:<a href="https://doi.org/10.1007/978-3-662-46681-0_12">10.1007/978-3-662-46681-0_12</a>.'
  short: T. Brázdil, K. Chatterjee, V. Forejt, A. Kučera, 9035 (2015) 181–187.
conference:
  end_date: 2015-04-18
  location: London, United Kingdom
  name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems'
  start_date: 2015-04-11
date_created: 2018-12-11T11:54:18Z
date_published: 2015-01-01T00:00:00Z
date_updated: 2025-06-11T07:09:21Z
day: '01'
department:
- _id: KrCh
doi: 10.1007/978-3-662-46681-0_12
ec_funded: 1
external_id:
  arxiv:
  - '1501.03093'
intvolume: '      9035'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1501.03093
month: '01'
oa: 1
oa_version: Preprint
page: 181 - 187
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
publication_status: published
publisher: Springer
publist_id: '5263'
quality_controlled: '1'
scopus_import: '1'
series_title: Lecture Notes in Computer Science
status: public
title: 'Multigain: A controller synthesis tool for MDPs with multiple mean-payoff
  objectives'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 9035
year: '2015'
...
---
_id: '1840'
abstract:
- lang: eng
  text: In this paper, we present a method for reducing a regular, discrete-time Markov
    chain (DTMC) to another DTMC with a given, typically much smaller number of states.
    The cost of reduction is defined as the Kullback-Leibler divergence rate between
    a projection of the original process through a partition function and a DTMC on
    the correspondingly partitioned state space. Finding the reduced model with minimal
    cost is computationally expensive, as it requires an exhaustive search among all
    state space partitions, and an exact evaluation of the reduction cost for each
    candidate partition. Our approach deals with the latter problem by minimizing
    an upper bound on the reduction cost instead of minimizing the exact cost. The
    proposed upper bound is easy to compute and it is tight if the original chain
    is lumpable with respect to the partition. Then, we express the problem in the
    form of information bottleneck optimization, and propose using the agglomerative
    information bottleneck algorithm for searching a suboptimal partition greedily,
    rather than exhaustively. The theory is illustrated with examples and one application
    scenario in the context of modeling bio-molecular interactions.
acknowledgement: "This work was supported by the Austrian Research Association under
  Project 06/12684, by the Swiss National Science Foundation (SNSF) under Grant PP00P2
  128503/1, by the SystemsX.ch (the Swiss Inititative for Systems Biology), and by
  a SNSF Early Postdoc.Mobility Fellowship grant P2EZP2_148797.\r\n"
article_processing_charge: No
arxiv: 1
author:
- first_name: Bernhard
  full_name: Geiger, Bernhard
  last_name: Geiger
- first_name: Tatjana
  full_name: Petrov, Tatjana
  id: 3D5811FC-F248-11E8-B48F-1D18A9856A87
  last_name: Petrov
  orcid: 0000-0002-9041-0905
- first_name: Gernot
  full_name: Kubin, Gernot
  last_name: Kubin
- first_name: Heinz
  full_name: Koeppl, Heinz
  last_name: Koeppl
citation:
  ama: Geiger B, Petrov T, Kubin G, Koeppl H. Optimal Kullback-Leibler aggregation
    via information bottleneck. <i>IEEE Transactions on Automatic Control</i>. 2015;60(4):1010-1022.
    doi:<a href="https://doi.org/10.1109/TAC.2014.2364971">10.1109/TAC.2014.2364971</a>
  apa: Geiger, B., Petrov, T., Kubin, G., &#38; Koeppl, H. (2015). Optimal Kullback-Leibler
    aggregation via information bottleneck. <i>IEEE Transactions on Automatic Control</i>.
    IEEE. <a href="https://doi.org/10.1109/TAC.2014.2364971">https://doi.org/10.1109/TAC.2014.2364971</a>
  chicago: Geiger, Bernhard, Tatjana Petrov, Gernot Kubin, and Heinz Koeppl. “Optimal
    Kullback-Leibler Aggregation via Information Bottleneck.” <i>IEEE Transactions
    on Automatic Control</i>. IEEE, 2015. <a href="https://doi.org/10.1109/TAC.2014.2364971">https://doi.org/10.1109/TAC.2014.2364971</a>.
  ieee: B. Geiger, T. Petrov, G. Kubin, and H. Koeppl, “Optimal Kullback-Leibler aggregation
    via information bottleneck,” <i>IEEE Transactions on Automatic Control</i>, vol.
    60, no. 4. IEEE, pp. 1010–1022, 2015.
  ista: Geiger B, Petrov T, Kubin G, Koeppl H. 2015. Optimal Kullback-Leibler aggregation
    via information bottleneck. IEEE Transactions on Automatic Control. 60(4), 1010–1022.
  mla: Geiger, Bernhard, et al. “Optimal Kullback-Leibler Aggregation via Information
    Bottleneck.” <i>IEEE Transactions on Automatic Control</i>, vol. 60, no. 4, IEEE,
    2015, pp. 1010–22, doi:<a href="https://doi.org/10.1109/TAC.2014.2364971">10.1109/TAC.2014.2364971</a>.
  short: B. Geiger, T. Petrov, G. Kubin, H. Koeppl, IEEE Transactions on Automatic
    Control 60 (2015) 1010–1022.
date_created: 2018-12-11T11:54:18Z
date_published: 2015-04-01T00:00:00Z
date_updated: 2025-09-23T09:45:33Z
day: '01'
department:
- _id: CaGu
- _id: ToHe
doi: 10.1109/TAC.2014.2364971
external_id:
  arxiv:
  - '1304.6603'
  isi:
  - '000351731600009'
intvolume: '        60'
isi: 1
issue: '4'
language:
- iso: eng
main_file_link:
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  url: http://arxiv.org/abs/1304.6603
month: '04'
oa: 1
oa_version: Preprint
page: 1010 - 1022
publication: IEEE Transactions on Automatic Control
publication_identifier:
  issn:
  - 0018-9286
publication_status: published
publisher: IEEE
publist_id: '5262'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Optimal Kullback-Leibler aggregation via information bottleneck
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 60
year: '2015'
...
