Estimate and Reduce Uncertainty in Uncertain Graphs

Naheed Anjum Arafat; Ehsan Bonabi Mobaraki; Arijit Khan; Yllka Velaj; Francesco Bonchi

doi:10.1109/DSAA61799.2024.10722821

Estimate and Reduce Uncertainty in Uncertain Graphs

Naheed Anjum Arafat
, Ehsan Bonabi Mobaraki
, Arijit Khan
, Yllka Velaj
, Francesco Bonchi

Nanyang Technological University
Aalborg University
University of Vienna
CENTAI
Eurecat

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350364941
DOIs	https://doi.org/10.1109/DSAA61799.2024.10722821
State	Published - 2024
Externally published	Yes
Event	11th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2024 - San Diego, United States Duration: Oct 6 2024 → Oct 10 2024

Publication series

Name	2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024

Conference

Conference	11th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2024
Country/Territory	United States
City	San Diego
Period	10/6/24 → 10/10/24

ASJC Scopus Subject Areas

Artificial Intelligence
Information Systems
Information Systems and Management
Statistics, Probability and Uncertainty
Safety, Risk, Reliability and Quality
Modeling and Simulation

Keywords

Edge cleaning under budget
Graph uncertainty estimation
Information entropy
Uncertain graphs

Access to Document

10.1109/DSAA61799.2024.10722821

Cite this

Arafat, N. A., Mobaraki, E. B., Khan, A., Velaj, Y., & Bonchi, F. (2024). Estimate and Reduce Uncertainty in Uncertain Graphs. In 2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024 (2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/DSAA61799.2024.10722821

Estimate and Reduce Uncertainty in Uncertain Graphs. / Arafat, Naheed Anjum; Mobaraki, Ehsan Bonabi; Khan, Arijit et al.
2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024. Institute of Electrical and Electronics Engineers Inc., 2024. (2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Arafat, NA, Mobaraki, EB, Khan, A, Velaj, Y & Bonchi, F 2024, Estimate and Reduce Uncertainty in Uncertain Graphs. in 2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024. 2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024, Institute of Electrical and Electronics Engineers Inc., 11th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2024, San Diego, United States, 10/6/24. https://doi.org/10.1109/DSAA61799.2024.10722821

Arafat NA, Mobaraki EB, Khan A, Velaj Y, Bonchi F. Estimate and Reduce Uncertainty in Uncertain Graphs. In 2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024. Institute of Electrical and Electronics Engineers Inc. 2024. (2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024). doi: 10.1109/DSAA61799.2024.10722821

@inproceedings{ae10705549824c18b6627421e988cd87,

title = "Estimate and Reduce Uncertainty in Uncertain Graphs",

keywords = "Edge cleaning under budget, Graph uncertainty estimation, Information entropy, Uncertain graphs",

author = "Arafat, \{Naheed Anjum\} and Mobaraki, \{Ehsan Bonabi\} and Arijit Khan and Yllka Velaj and Francesco Bonchi",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 11th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2024 ; Conference date: 06-10-2024 Through 10-10-2024",

year = "2024",

doi = "10.1109/DSAA61799.2024.10722821",

language = "English",

series = "2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024",

}

TY - GEN

T1 - Estimate and Reduce Uncertainty in Uncertain Graphs

AU - Arafat, Naheed Anjum

AU - Mobaraki, Ehsan Bonabi

AU - Khan, Arijit

AU - Velaj, Yllka

AU - Bonchi, Francesco

PY - 2024

Y1 - 2024

KW - Edge cleaning under budget

KW - Graph uncertainty estimation

KW - Information entropy

KW - Uncertain graphs

UR - https://www.scopus.com/pages/publications/85209409072

UR - https://www.scopus.com/pages/publications/85209409072#tab=citedBy

U2 - 10.1109/DSAA61799.2024.10722821

DO - 10.1109/DSAA61799.2024.10722821

M3 - Conference contribution

AN - SCOPUS:85209409072

T3 - 2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024

BT - 2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 11th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2024

Y2 - 6 October 2024 through 10 October 2024

ER -

Estimate and Reduce Uncertainty in Uncertain Graphs

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Cite this