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^*

^*Bu çalışma için yazışmadan sorumlu yazar

Istanbul Technical University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Bölüm › bilirkişi

Özet

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.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Springer Series in Advanced Manufacturing
Yayınlayan	Springer Nature
Sayfalar	393-435
Sayfa sayısı	43
DOI'lar	https://doi.org/10.1007/978-3-030-93823-9_13
Yayın durumu	Yayınlandı - 2022

Yayın serisi

Adı	Springer Series in Advanced Manufacturing
ISSN (Basılı)	1860-5168
ISSN (Elektronik)	2196-1735

Bibliyografik not

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

Belgeye Erişim

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

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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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",

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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 - https://www.scopus.com/pages/publications/85151568257

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

Özet

Yayın serisi

Bibliyografik not

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap