Financial Analytics

Mahmut Sami Sivri; Abdullah Emin Kazdaloglu; Emre Ari; Hidayet Beyhan; Alp Ustundag

doi:10.1007/978-3-030-93823-9_13

Financial Analytics

Mahmut Sami Sivri, Abdullah Emin Kazdaloglu, Emre Ari, Hidayet Beyhan, Alp Ustundag^*

^*Corresponding author for this work

Department of Industrial Engineering

Istanbul Technical University

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

Abstract

Financial analytics is the application of data science methods and techniques in finance domain. Data analytics has a significant and rising role in helping companies reduce risk and make more efficient financial decisions. Machine learning and advanced analytics are used in several financial applications such as fraud detection and prevention systems, credit risk modelling, financial statement analysis, algorithmic trading, robo-advisory systems etc.

Original language	English
Title of host publication	Springer Series in Advanced Manufacturing
Publisher	Springer Nature
Pages	393-435
Number of pages	43
DOIs	https://doi.org/10.1007/978-3-030-93823-9_13
Publication status	Published - 2022

Publication series

Name	Springer Series in Advanced Manufacturing
ISSN (Print)	1860-5168
ISSN (Electronic)	2196-1735

Bibliographical note

Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Access to Document

10.1007/978-3-030-93823-9_13

Cite this

@inbook{e30d065c685f45ffbaf2ad5a5e632b06,

title = "Financial Analytics",

abstract = "Financial analytics is the application of data science methods and techniques in finance domain. Data analytics has a significant and rising role in helping companies reduce risk and make more efficient financial decisions. Machine learning and advanced analytics are used in several financial applications such as fraud detection and prevention systems, credit risk modelling, financial statement analysis, algorithmic trading, robo-advisory systems etc.",

author = "Sivri, {Mahmut Sami} and Kazdaloglu, {Abdullah Emin} and Emre Ari and Hidayet Beyhan and Alp Ustundag",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.",

year = "2022",

doi = "10.1007/978-3-030-93823-9_13",

language = "English",

series = "Springer Series in Advanced Manufacturing",

publisher = "Springer Nature",

pages = "393--435",

booktitle = "Springer Series in Advanced Manufacturing",

address = "Switzerland",

}

TY - CHAP

T1 - Financial Analytics

AU - Sivri, Mahmut Sami

AU - Kazdaloglu, Abdullah Emin

AU - Ari, Emre

AU - Beyhan, Hidayet

AU - Ustundag, Alp

PY - 2022

Y1 - 2022

N2 - Financial analytics is the application of data science methods and techniques in finance domain. Data analytics has a significant and rising role in helping companies reduce risk and make more efficient financial decisions. Machine learning and advanced analytics are used in several financial applications such as fraud detection and prevention systems, credit risk modelling, financial statement analysis, algorithmic trading, robo-advisory systems etc.

AB - Financial analytics is the application of data science methods and techniques in finance domain. Data analytics has a significant and rising role in helping companies reduce risk and make more efficient financial decisions. Machine learning and advanced analytics are used in several financial applications such as fraud detection and prevention systems, credit risk modelling, financial statement analysis, algorithmic trading, robo-advisory systems etc.

UR - http://www.scopus.com/inward/record.url?scp=85151568257&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-93823-9_13

DO - 10.1007/978-3-030-93823-9_13

M3 - Chapter

AN - SCOPUS:85151568257

T3 - Springer Series in Advanced Manufacturing

SP - 393

EP - 435

BT - Springer Series in Advanced Manufacturing

PB - Springer Nature

ER -

Financial Analytics

Abstract

Publication series

Bibliographical note

Access to Document

Other files and links

Fingerprint

Cite this