---
_id: '11630'
abstract:
- lang: eng
text: 'The second mission of NASA’s Kepler satellite, K2, has collected hundreds
of thousands of lightcurves for stars close to the ecliptic plane. This new sample
could increase the number of known pulsating stars and then improve our understanding
of those stars. For the moment only a few stars have been properly classified
and published. In this work, we present a method to automaticly classify K2 pulsating
stars using a Machine Learning technique called Random Forest. The objective is
to sort out the stars in four classes: red giant (RG), main-sequence Solar-like
stars (SL), classical pulsators (PULS) and Other. To do this we use the effective
temperatures and the luminosities of the stars as well as the FliPer features,
that measures the amount of power contained in the power spectral density. The
classifier now retrieves the right classification for more than 80% of the stars.'
article_number: '1906.09611'
article_processing_charge: No
author:
- first_name: A. Le
full_name: Saux, A. Le
last_name: Saux
- first_name: Lisa Annabelle
full_name: Bugnet, Lisa Annabelle
id: d9edb345-f866-11ec-9b37-d119b5234501
last_name: Bugnet
orcid: 0000-0003-0142-4000
- first_name: S.
full_name: Mathur, S.
last_name: Mathur
- first_name: S. N.
full_name: Breton, S. N.
last_name: Breton
- first_name: R. A.
full_name: Garcia, R. A.
last_name: Garcia
citation:
ama: Saux AL, Bugnet LA, Mathur S, Breton SN, Garcia RA. Automatic classification
of K2 pulsating stars using machine learning techniques. arXiv. doi:10.48550/arXiv.1906.09611
apa: Saux, A. L., Bugnet, L. A., Mathur, S., Breton, S. N., & Garcia, R. A.
(n.d.). Automatic classification of K2 pulsating stars using machine learning
techniques. arXiv. https://doi.org/10.48550/arXiv.1906.09611
chicago: Saux, A. Le, Lisa Annabelle Bugnet, S. Mathur, S. N. Breton, and R. A.
Garcia. “Automatic Classification of K2 Pulsating Stars Using Machine Learning
Techniques.” ArXiv, n.d. https://doi.org/10.48550/arXiv.1906.09611.
ieee: A. L. Saux, L. A. Bugnet, S. Mathur, S. N. Breton, and R. A. Garcia, “Automatic
classification of K2 pulsating stars using machine learning techniques,” arXiv.
.
ista: Saux AL, Bugnet LA, Mathur S, Breton SN, Garcia RA. Automatic classification
of K2 pulsating stars using machine learning techniques. arXiv, 1906.09611.
mla: Saux, A. Le, et al. “Automatic Classification of K2 Pulsating Stars Using Machine
Learning Techniques.” ArXiv, 1906.09611, doi:10.48550/arXiv.1906.09611.
short: A.L. Saux, L.A. Bugnet, S. Mathur, S.N. Breton, R.A. Garcia, ArXiv (n.d.).
date_created: 2022-07-21T06:57:10Z
date_published: 2019-06-23T00:00:00Z
date_updated: 2022-08-22T08:20:29Z
day: '23'
doi: 10.48550/arXiv.1906.09611
extern: '1'
external_id:
arxiv:
- '1906.09611'
keyword:
- asteroseismology - methods
- data analysis - thecniques
- machine learning - stars
- oscillations
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.48550/arXiv.1906.09611
month: '06'
oa: 1
oa_version: Preprint
publication: arXiv
publication_status: submitted
status: public
title: Automatic classification of K2 pulsating stars using machine learning techniques
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...
---
_id: '11826'
abstract:
- lang: eng
text: "The diameter, radius and eccentricities are natural graph parameters. While
these problems have been studied extensively, there are no known dynamic algorithms
for them beyond the ones that follow from trivial recomputation after each update
or from solving dynamic All-Pairs Shortest Paths (APSP), which is very computationally
intensive. This is the situation for dynamic approximation algorithms as well,
and even if only edge insertions or edge deletions need to be supported.\r\nThis
paper provides a comprehensive study of the dynamic approximation of Diameter,
Radius and Eccentricities, providing both conditional lower bounds, and new algorithms
whose bounds are optimal under popular hypotheses in fine-grained complexity.
Some of the highlights include:\r\n- Under popular hardness hypotheses, there
can be no significantly better fully dynamic approximation algorithms than recomputing
the answer after each update, or maintaining full APSP.\r\n- Nearly optimal partially
dynamic (incremental/decremental) algorithms can be achieved via efficient reductions
to (incremental/decremental) maintenance of Single-Source Shortest Paths. For
instance, a nearly (3/2+epsilon)-approximation to Diameter in directed or undirected
n-vertex, m-edge graphs can be maintained decrementally in total time m^{1+o(1)}sqrt{n}/epsilon^2.
This nearly matches the static 3/2-approximation algorithm for the problem that
is known to be conditionally optimal."
alternative_title:
- LIPIcs
article_number: '13'
article_processing_charge: No
author:
- first_name: Bertie
full_name: Ancona, Bertie
last_name: Ancona
- first_name: Monika H
full_name: Henzinger, Monika H
id: 540c9bbd-f2de-11ec-812d-d04a5be85630
last_name: Henzinger
orcid: 0000-0002-5008-6530
- first_name: Liam
full_name: Roditty, Liam
last_name: Roditty
- first_name: Virginia Vassilevska
full_name: Williams, Virginia Vassilevska
last_name: Williams
- first_name: Nicole
full_name: Wein, Nicole
last_name: Wein
citation:
ama: 'Ancona B, Henzinger MH, Roditty L, Williams VV, Wein N. Algorithms and hardness
for diameter in dynamic graphs. In: 46th International Colloquium on Automata,
Languages, and Programming. Vol 132. Schloss Dagstuhl - Leibniz-Zentrum für
Informatik; 2019. doi:10.4230/LIPICS.ICALP.2019.13'
apa: 'Ancona, B., Henzinger, M. H., Roditty, L., Williams, V. V., & Wein, N.
(2019). Algorithms and hardness for diameter in dynamic graphs. In 46th International
Colloquium on Automata, Languages, and Programming (Vol. 132). Patras, Greece:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPICS.ICALP.2019.13'
chicago: Ancona, Bertie, Monika H Henzinger, Liam Roditty, Virginia Vassilevska
Williams, and Nicole Wein. “Algorithms and Hardness for Diameter in Dynamic Graphs.”
In 46th International Colloquium on Automata, Languages, and Programming,
Vol. 132. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. https://doi.org/10.4230/LIPICS.ICALP.2019.13.
ieee: B. Ancona, M. H. Henzinger, L. Roditty, V. V. Williams, and N. Wein, “Algorithms
and hardness for diameter in dynamic graphs,” in 46th International Colloquium
on Automata, Languages, and Programming, Patras, Greece, 2019, vol. 132.
ista: 'Ancona B, Henzinger MH, Roditty L, Williams VV, Wein N. 2019. Algorithms
and hardness for diameter in dynamic graphs. 46th International Colloquium on
Automata, Languages, and Programming. ICALP: International Colloquium on Automata,
Languages, and Programming, LIPIcs, vol. 132, 13.'
mla: Ancona, Bertie, et al. “Algorithms and Hardness for Diameter in Dynamic Graphs.”
46th International Colloquium on Automata, Languages, and Programming,
vol. 132, 13, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019, doi:10.4230/LIPICS.ICALP.2019.13.
short: B. Ancona, M.H. Henzinger, L. Roditty, V.V. Williams, N. Wein, in:, 46th
International Colloquium on Automata, Languages, and Programming, Schloss Dagstuhl
- Leibniz-Zentrum für Informatik, 2019.
conference:
end_date: 2019-07-12
location: Patras, Greece
name: 'ICALP: International Colloquium on Automata, Languages, and Programming'
start_date: 2019-07-09
date_created: 2022-08-12T08:14:51Z
date_published: 2019-07-04T00:00:00Z
date_updated: 2023-02-16T10:48:24Z
day: '04'
doi: 10.4230/LIPICS.ICALP.2019.13
extern: '1'
external_id:
arxiv:
- '811.12527'
intvolume: ' 132'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.4230/LIPIcs.ICALP.2019.13
month: '07'
oa: 1
oa_version: Published Version
publication: 46th International Colloquium on Automata, Languages, and Programming
publication_identifier:
isbn:
- 978-3-95977-109-2
issn:
- 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Algorithms and hardness for diameter in dynamic graphs
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 132
year: '2019'
...
---
_id: '11850'
abstract:
- lang: eng
text: 'Modern networked systems are increasingly reconfigurable, enabling demand-aware
infrastructures whose resources can be adjusted according to the workload they
currently serve. Such dynamic adjustments can be exploited to improve network
utilization and hence performance, by moving frequently interacting communication
partners closer, e.g., collocating them in the same server or datacenter. However,
dynamically changing the embedding of workloads is algorithmically challenging:
communication patterns are often not known ahead of time, but must be learned.
During the learning process, overheads related to unnecessary moves (i.e., re-embeddings)
should be minimized. This paper studies a fundamental model which captures the
tradeoff between the benefits and costs of dynamically collocating communication
partners on l servers, in an online manner. Our main contribution is a distributed
online algorithm which is asymptotically almost optimal, i.e., almost matches
the lower bound (also derived in this paper) on the competitive ratio of any (distributed
or centralized) online algorithm.'
article_processing_charge: No
author:
- first_name: Monika H
full_name: Henzinger, Monika H
id: 540c9bbd-f2de-11ec-812d-d04a5be85630
last_name: Henzinger
orcid: 0000-0002-5008-6530
- first_name: Stefan
full_name: Neumann, Stefan
last_name: Neumann
- first_name: Stefan
full_name: Schmid, Stefan
last_name: Schmid
citation:
ama: 'Henzinger MH, Neumann S, Schmid S. Efficient distributed workload (re-)embedding.
In: SIGMETRICS’19: International Conference on Measurement and Modeling of
Computer Systems. Association for Computing Machinery; 2019:43–44. doi:10.1145/3309697.3331503'
apa: 'Henzinger, M. H., Neumann, S., & Schmid, S. (2019). Efficient distributed
workload (re-)embedding. In SIGMETRICS’19: International Conference on Measurement
and Modeling of Computer Systems (pp. 43–44). Phoenix, AZ, United States:
Association for Computing Machinery. https://doi.org/10.1145/3309697.3331503'
chicago: 'Henzinger, Monika H, Stefan Neumann, and Stefan Schmid. “Efficient Distributed
Workload (Re-)Embedding.” In SIGMETRICS’19: International Conference on Measurement
and Modeling of Computer Systems, 43–44. Association for Computing Machinery,
2019. https://doi.org/10.1145/3309697.3331503.'
ieee: 'M. H. Henzinger, S. Neumann, and S. Schmid, “Efficient distributed workload
(re-)embedding,” in SIGMETRICS’19: International Conference on Measurement
and Modeling of Computer Systems, Phoenix, AZ, United States, 2019, pp. 43–44.'
ista: 'Henzinger MH, Neumann S, Schmid S. 2019. Efficient distributed workload (re-)embedding.
SIGMETRICS’19: International Conference on Measurement and Modeling of Computer
Systems. SIGMETRICS: International Conference on Measurement and Modeling of Computer
Systems, 43–44.'
mla: 'Henzinger, Monika H., et al. “Efficient Distributed Workload (Re-)Embedding.”
SIGMETRICS’19: International Conference on Measurement and Modeling of Computer
Systems, Association for Computing Machinery, 2019, pp. 43–44, doi:10.1145/3309697.3331503.'
short: 'M.H. Henzinger, S. Neumann, S. Schmid, in:, SIGMETRICS’19: International
Conference on Measurement and Modeling of Computer Systems, Association for Computing
Machinery, 2019, pp. 43–44.'
conference:
end_date: 2019-06-28
location: Phoenix, AZ, United States
name: 'SIGMETRICS: International Conference on Measurement and Modeling of Computer
Systems'
start_date: 2019-06-24
date_created: 2022-08-16T07:14:57Z
date_published: 2019-06-20T00:00:00Z
date_updated: 2023-02-17T09:41:45Z
day: '20'
doi: 10.1145/3309697.3331503
extern: '1'
external_id:
arxiv:
- '1904.05474'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1904.05474
month: '06'
oa: 1
oa_version: Preprint
page: 43–44
publication: 'SIGMETRICS''19: International Conference on Measurement and Modeling
of Computer Systems'
publication_identifier:
isbn:
- 978-1-4503-6678-6
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Efficient distributed workload (re-)embedding
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...
---
_id: '11847'
abstract:
- lang: eng
text: This paper serves as a user guide to the Vienna graph clustering framework.
We review our general memetic algorithm, VieClus, to tackle the graph clustering
problem. A key component of our contribution are natural recombine operators that
employ ensemble clusterings as well as multi-level techniques. Lastly, we combine
these techniques with a scalable communication protocol, producing a system that
is able to compute high-quality solutions in a short amount of time. After giving
a description of the algorithms employed, we establish the connection of the graph
clustering problem to protein–protein interaction networks and moreover give a
description on how the software can be used, what file formats are expected, and
how this can be used to find functional groups in protein–protein interaction
networks.
alternative_title:
- Methods in Molecular Biology
article_processing_charge: No
author:
- first_name: Sonja
full_name: Biedermann, Sonja
last_name: Biedermann
- first_name: Monika H
full_name: Henzinger, Monika H
id: 540c9bbd-f2de-11ec-812d-d04a5be85630
last_name: Henzinger
orcid: 0000-0002-5008-6530
- first_name: Christian
full_name: Schulz, Christian
last_name: Schulz
- first_name: Bernhard
full_name: Schuster, Bernhard
last_name: Schuster
citation:
ama: 'Biedermann S, Henzinger MH, Schulz C, Schuster B. Vienna Graph Clustering.
In: Canzar S, Rojas Ringeling F, eds. Protein-Protein Interaction Networks.
Vol 2074. MIMB. Springer Nature; 2019:215–231. doi:10.1007/978-1-4939-9873-9_16'
apa: Biedermann, S., Henzinger, M. H., Schulz, C., & Schuster, B. (2019). Vienna
Graph Clustering. In S. Canzar & F. Rojas Ringeling (Eds.), Protein-Protein
Interaction Networks (Vol. 2074, pp. 215–231). Springer Nature. https://doi.org/10.1007/978-1-4939-9873-9_16
chicago: Biedermann, Sonja, Monika H Henzinger, Christian Schulz, and Bernhard Schuster.
“Vienna Graph Clustering.” In Protein-Protein Interaction Networks, edited
by Stefan Canzar and Francisca Rojas Ringeling, 2074:215–231. MIMB. Springer Nature,
2019. https://doi.org/10.1007/978-1-4939-9873-9_16.
ieee: S. Biedermann, M. H. Henzinger, C. Schulz, and B. Schuster, “Vienna Graph
Clustering,” in Protein-Protein Interaction Networks, vol. 2074, S. Canzar
and F. Rojas Ringeling, Eds. Springer Nature, 2019, pp. 215–231.
ista: 'Biedermann S, Henzinger MH, Schulz C, Schuster B. 2019.Vienna Graph Clustering.
In: Protein-Protein Interaction Networks. Methods in Molecular Biology, vol. 2074,
215–231.'
mla: Biedermann, Sonja, et al. “Vienna Graph Clustering.” Protein-Protein Interaction
Networks, edited by Stefan Canzar and Francisca Rojas Ringeling, vol. 2074,
Springer Nature, 2019, pp. 215–231, doi:10.1007/978-1-4939-9873-9_16.
short: S. Biedermann, M.H. Henzinger, C. Schulz, B. Schuster, in:, S. Canzar, F.
Rojas Ringeling (Eds.), Protein-Protein Interaction Networks, Springer Nature,
2019, pp. 215–231.
date_created: 2022-08-16T06:54:48Z
date_published: 2019-10-04T00:00:00Z
date_updated: 2023-02-17T09:34:26Z
day: '04'
doi: 10.1007/978-1-4939-9873-9_16
editor:
- first_name: Stefan
full_name: Canzar, Stefan
last_name: Canzar
- first_name: Francisca
full_name: Rojas Ringeling, Francisca
last_name: Rojas Ringeling
extern: '1'
external_id:
pmid:
- '31583641'
intvolume: ' 2074'
language:
- iso: eng
month: '10'
oa_version: None
page: 215–231
pmid: 1
publication: Protein-Protein Interaction Networks
publication_identifier:
eisbn:
- '9781493998739'
eissn:
- 1940-6029
isbn:
- '9781493998722'
issn:
- 1064-3745
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
series_title: MIMB
status: public
title: Vienna Graph Clustering
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 2074
year: '2019'
...
---
_id: '11853'
abstract:
- lang: eng
text: We present a deterministic dynamic algorithm for maintaining a (1+ε)f-approximate
minimum cost set cover with O(f log(Cn)/ε^2) amortized update time, when the input
set system is undergoing element insertions and deletions. Here, n denotes the
number of elements, each element appears in at most f sets, and the cost of each
set lies in the range [1/C, 1]. Our result, together with that of Gupta~et~al.~[STOC'17],
implies that there is a deterministic algorithm for this problem with O(f log(Cn))
amortized update time and O(min(log n, f)) -approximation ratio, which nearly
matches the polynomial-time hardness of approximation for minimum set cover in
the static setting. Our update time is only O(log (Cn)) away from a trivial lower
bound. Prior to our work, the previous best approximation ratio guaranteed by
deterministic algorithms was O(f^2), which was due to Bhattacharya~et~al.~[ICALP`15].
In contrast, the only result that guaranteed O(f) -approximation was obtained
very recently by Abboud~et~al.~[STOC`19], who designed a dynamic algorithm with
(1+ε)f-approximation ratio and O(f^2 log n/ε) amortized update time. Besides the
extra O(f) factor in the update time compared to our and Gupta~et~al.'s results,
the Abboud~et~al.~algorithm is randomized, and works only when the adversary is
oblivious and the sets are unweighted (each set has the same cost). We achieve
our result via the primal-dual approach, by maintaining a fractional packing solution
as a dual certificate. This approach was pursued previously by Bhattacharya~et~al.~and
Gupta~et~al., but not in the recent paper by Abboud~et~al. Unlike previous primal-dual
algorithms that try to satisfy some local constraints for individual sets at all
time, our algorithm basically waits until the dual solution changes significantly
globally, and fixes the solution only where the fix is needed.
article_processing_charge: No
author:
- first_name: Sayan
full_name: Bhattacharya, Sayan
last_name: Bhattacharya
- first_name: Monika H
full_name: Henzinger, Monika H
id: 540c9bbd-f2de-11ec-812d-d04a5be85630
last_name: Henzinger
orcid: 0000-0002-5008-6530
- first_name: Danupon
full_name: Nanongkai, Danupon
last_name: Nanongkai
citation:
ama: 'Bhattacharya S, Henzinger MH, Nanongkai D. A new deterministic algorithm for
dynamic set cover. In: 60th Annual Symposium on Foundations of Computer Science.
Institute of Electrical and Electronics Engineers; 2019:406-423. doi:10.1109/focs.2019.00033'
apa: 'Bhattacharya, S., Henzinger, M. H., & Nanongkai, D. (2019). A new deterministic
algorithm for dynamic set cover. In 60th Annual Symposium on Foundations of
Computer Science (pp. 406–423). Baltimore, MD, United States: Institute of
Electrical and Electronics Engineers. https://doi.org/10.1109/focs.2019.00033'
chicago: Bhattacharya, Sayan, Monika H Henzinger, and Danupon Nanongkai. “A New
Deterministic Algorithm for Dynamic Set Cover.” In 60th Annual Symposium on
Foundations of Computer Science, 406–23. Institute of Electrical and Electronics
Engineers, 2019. https://doi.org/10.1109/focs.2019.00033.
ieee: S. Bhattacharya, M. H. Henzinger, and D. Nanongkai, “A new deterministic algorithm
for dynamic set cover,” in 60th Annual Symposium on Foundations of Computer
Science, Baltimore, MD, United States, 2019, pp. 406–423.
ista: 'Bhattacharya S, Henzinger MH, Nanongkai D. 2019. A new deterministic algorithm
for dynamic set cover. 60th Annual Symposium on Foundations of Computer Science.
FOCS: Annual Symposium on Foundations of Computer Science, 406–423.'
mla: Bhattacharya, Sayan, et al. “A New Deterministic Algorithm for Dynamic Set
Cover.” 60th Annual Symposium on Foundations of Computer Science, Institute
of Electrical and Electronics Engineers, 2019, pp. 406–23, doi:10.1109/focs.2019.00033.
short: S. Bhattacharya, M.H. Henzinger, D. Nanongkai, in:, 60th Annual Symposium
on Foundations of Computer Science, Institute of Electrical and Electronics Engineers,
2019, pp. 406–423.
conference:
end_date: 2019-11-12
location: Baltimore, MD, United States
name: 'FOCS: Annual Symposium on Foundations of Computer Science'
start_date: 2019-11-09
date_created: 2022-08-16T08:00:00Z
date_published: 2019-11-01T00:00:00Z
date_updated: 2023-02-17T09:50:37Z
day: '01'
doi: 10.1109/focs.2019.00033
extern: '1'
external_id:
arxiv:
- '1909.11600'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1909.11600
month: '11'
oa: 1
oa_version: Preprint
page: 406-423
publication: 60th Annual Symposium on Foundations of Computer Science
publication_identifier:
eisbn:
- 978-1-7281-4952-3
isbn:
- 978-1-7281-4953-0
issn:
- 2575-8454
publication_status: published
publisher: Institute of Electrical and Electronics Engineers
quality_controlled: '1'
scopus_import: '1'
status: public
title: A new deterministic algorithm for dynamic set cover
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...