Applications of Machine Learning Methods in Complex Economics and Financial Networks

被引：1
|
作者：
Tabak, Benjamin M. [1 ]
Silva, Thiago C. [2 ,3 ]
Zhao, Liang [4 ]
Sensoy, Ahmet [5 ]
机构：
[1] Escola Polit Publ & Governo FGV EPPG, Fundacao Getulio Vargas, Brasilia, DF, Brazil
[2] Univ Catolica Brasilia, Brasilia, DF, Brazil
[3] Univ Sao Paulo, Brasilia, DF, Brazil
[4] Univ Sao Paulo, Ribeirao Preto, Brazil
[5] Bilkent Univ, Ankara, Turkey
来源：
COMPLEXITY | 2020年 / 2020卷
基金：
巴西圣保罗研究基金会;
关键词：
EFFICIENCY;
D O I：
10.1155/2020/4247587
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
引用
收藏
页数：2
相关论文
共 50 条
  • [31] Machine learning and deep learning methods for wireless network applications
    Chen, Abel C. H.
    Jia, Wen-Kang
    Hwang, Feng-Jang
    Liu, Genggeng
    Song, Fangying
    Pu, Lianrong
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2022, 2022 (01)
  • [32] Machine learning In the financial industry: A bibliometric approach to evidencing applications
    Zakaria, Nadisah
    Sulaiman, Ainin
    Min, Foo Siong
    Feizollah, Ali
    COGENT SOCIAL SCIENCES, 2023, 9 (02):
  • [33] MACHINE LEARNING FOR FINANCIAL APPLICATIONS-A MINI-REVIEW
    Clement, Claudiu
    2020 BASIQ INTERNATIONAL CONFERENCE: NEW TRENDS IN SUSTAINABLE BUSINESS AND CONSUMPTION, 2020, : 306 - 312
  • [34] MLA: Machine Learning Adaptation for Realtime Streaming Financial Applications
    Wu, Jingya
    Lu, Wenyan
    Yan, Guihai
    Li, Xiaowei
    2019 TENTH INTERNATIONAL GREEN AND SUSTAINABLE COMPUTING CONFERENCE (IGSC), 2019,
  • [35] Protein complex detection from protein-protein interaction networks with machine learning methods
    Karakus, Yasin
    Altuntas, Volkan
    PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, 2024, 30 (03): : 333 - 342
  • [36] Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics
    Mosavi, Amirhosein
    Faghan, Yaser
    Ghamisi, Pedram
    Puhong Duan
    Ardabili, Sina Faizollahzadeh
    Salwana, Ely
    Band, Shahab S.
    MATHEMATICS, 2020, 8 (10)
  • [37] Complex networks and economics
    Souma, W
    Fujiwara, Y
    Aoyama, H
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2003, 324 (1-2) : 396 - 401
  • [38] Learning from Heterogeneous Networks: Methods and Applications
    Zhang, Chuxu
    PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING (WSDM '20), 2020, : 927 - 928
  • [39] Data Science in Economics: Comprehensive Review of Advanced Machine Learning and Deep Learning Methods
    Nosratabadi, Saeed
    Mosavi, Amirhosein
    Puhong Duan
    Ghamisi, Pedram
    Filip, Ferdinand
    Band, Shahab S.
    Reuter, Uwe
    Gama, Joao
    Gandomi, Amir H.
    MATHEMATICS, 2020, 8 (10) : 1 - 25
  • [40] Protection of Information in Networks Based on Methods of Machine Learning
    Antipov, Sergey G.
    Vagin, Vadim N.
    Morosin, Oleg L.
    Fomina, Marina V.
    ARTIFICIAL INTELLIGENCE (RCAI 2018), 2018, 934 : 273 - 279
12345