Concepedia

Data Analytics In Banking

Data Analytics in Banking is a scholarly construct that integrates statistical, computational, and machine learning techniques within the domain of banking to systematically extract actionable insights from financial data, thereby enabling evidence-based decision-making in risk assessment, customer behavior prediction, fraud detection, and operational efficiency.

412

Publications

22.3K

Citations

1.1K

Authors

556

Institutions

Publications per year

2017–2026

300

Parents

Publications

412

Managerial Applications of Neural Networks: The Case of Bank Failure Predictions

Kar Yan Tam, Melody Y. Kiang · Management Science · 1992 · 1.1K citations

, , +15

A data-driven approach to predict the success of bank telemarketing

Sérgio Moro, Paulo Cortez, Paulo Rita · Decision Support Systems · 2014 · 858 citations · Full text

, , +12

Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey

Meryem Duygun, Fotios Pasiouras · European Journal of Operational Research · 2009 · 797 citations

, , +15

Can fintech improve the efficiency of commercial banks? —An analysis based on big data

Yang Wang, Xiuping Sui, Qi Zhang · Research in International Business and Finance · 2020 · 436 citations

, , +14

Artificial intelligence and fintech: An overview of opportunities and risks for banking, investments, and microfinance

Arvind Ashta, Heinz Herrmann · Strategic Change · 2021 · 354 citations

, , +17

1–5 of 412

Authors

1.1K

  1. VR
    Vadlamani Ravi

    Institute for Development and Research in Banking Technology, India

    6 publications · 656 citations

    6

    h-index

  2. AA
    Anil Ari

    International Monetary Fund, United States

    5 publications · 208 citations

    5

    h-index

  3. LC
    Longbing Cao

    University of Technology Sydney, Australia

    5 publications · 559 citations

    5

    h-index

  4. LR
    Lev Ratnovski

    International Monetary Fund, United States

    5 publications · 208 citations

    5

    h-index

  5. SM
    Sérgio Moro

    Iscte – Instituto Universitário de Lisboa, Portugal

    4 publications · 1.2K citations

    4

    h-index

1–5 of 1.1K

Institutions

556

  1. Institute for Development and Research in Banking Technology

    Hyderabad, India

    7 h-index

    15 publications

    1.4K citations

  2. University of Technology Sydney

    Sydney, Australia

    7 h-index

    10 publications

    1.7K citations

  3. Iscte – Instituto Universitário de Lisboa

    Lisbon, Portugal

    7 h-index

    11 publications

    2.8K citations

  4. International Monetary Fund

    Washington D.C., United States

    7 h-index

    18 publications

    756 citations

  5. European Central Bank

    Frankfurt am Main, Germany

    5 h-index

    5 publications

    238 citations

  6. Helwan University

    Cairo, Egypt

    4 h-index

    9 publications

    174 citations

  7. University of Tehran

    Tehran, Iran

    4 h-index

    6 publications

    528 citations

  8. University of Jordan

    Amman, Jordan

    4 h-index

    12 publications

    845 citations

1–8 of 556

Venues

  1. SSRN Electronic Journal

    Repository · 14 publications · 596 citations

    12

    h-index

  2. Expert Systems with Applications

    10 publications · 1.1K citations

    10

    h-index

  3. 6

    h-index

  4. Research in International Business and Finance

    5 publications · 782 citations

    5

    h-index

  5. European Journal of Operational Research

    5 publications · 1.1K citations

    5

    h-index

1–5