Community detection in financial entities - An extended abstract

Roee Shraga; Avigdor Gal

doi:10.1145/3220547.3220554

Community detection in financial entities - An extended abstract

Roee Shraga, Avigdor Gal

Data and Decision Sciences

Technion - Israel Institute of Technology

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

Abstract

In this work we explore relationships between financial entities for the purpose of community detection. We use the MFIBlocks algorithm to perform the task via subspace clustering and present some initial results over the FEIII 2018 challenge dataset.

Original language	English
Title of host publication	Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference
ISBN (Electronic)	9781450358835
DOIs	https://doi.org/10.1145/3220547.3220554
State	Published - 15 Jun 2018
Event	4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference - Houston, United States Duration: 15 Jun 2018 → 15 Jun 2018

Publication series

Name	Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference

Conference

Conference	4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference
Country/Territory	United States
City	Houston
Period	15/06/18 → 15/06/18

All Science Journal Classification (ASJC) codes

Artificial Intelligence
Human-Computer Interaction
Information Systems
Computer Science Applications
Computer Networks and Communications

Access to Document

10.1145/3220547.3220554

Cite this

Shraga, R., & Gal, A. (2018). Community detection in financial entities - An extended abstract. In Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference Article a5 (Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference). https://doi.org/10.1145/3220547.3220554

Shraga, Roee ; Gal, Avigdor. / Community detection in financial entities - An extended abstract. Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference. 2018. (Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference).

@inproceedings{32d99d560b8740abb1ff12226b9d0b99,

title = "Community detection in financial entities - An extended abstract",

abstract = "In this work we explore relationships between financial entities for the purpose of community detection. We use the MFIBlocks algorithm to perform the task via subspace clustering and present some initial results over the FEIII 2018 challenge dataset.",

author = "Roee Shraga and Avigdor Gal",

note = "Publisher Copyright: {\textcopyright} 2018 Association for Computing Machinery.; 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference ; Conference date: 15-06-2018 Through 15-06-2018",

year = "2018",

month = jun,

day = "15",

doi = "10.1145/3220547.3220554",

language = "الإنجليزيّة",

series = "Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference",

booktitle = "Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference",

}

Shraga, R & Gal, A 2018, Community detection in financial entities - An extended abstract. in Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference., a5, Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference, 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference, Houston, United States, 15/06/18. https://doi.org/10.1145/3220547.3220554

Community detection in financial entities - An extended abstract. / Shraga, Roee; Gal, Avigdor.
Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference. 2018. a5 (Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference).

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

TY - GEN

T1 - Community detection in financial entities - An extended abstract

AU - Shraga, Roee

AU - Gal, Avigdor

PY - 2018/6/15

Y1 - 2018/6/15

N2 - In this work we explore relationships between financial entities for the purpose of community detection. We use the MFIBlocks algorithm to perform the task via subspace clustering and present some initial results over the FEIII 2018 challenge dataset.

AB - In this work we explore relationships between financial entities for the purpose of community detection. We use the MFIBlocks algorithm to perform the task via subspace clustering and present some initial results over the FEIII 2018 challenge dataset.

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U2 - 10.1145/3220547.3220554

DO - 10.1145/3220547.3220554

M3 - منشور من مؤتمر

T3 - Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference

BT - Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference

T2 - 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference

Y2 - 15 June 2018 through 15 June 2018

ER -

Shraga R, Gal A. Community detection in financial entities - An extended abstract. In Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference. 2018. a5. (Proceedings of the 4th International Workshop on Data Science for Macro-Modeling, DSMM 2018 - In conjunction with the ACM SIGMOD/PODS Conference). doi: 10.1145/3220547.3220554

Community detection in financial entities - An extended abstract

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