Concepedia

Adaptive Fraud Detection

Adaptive Fraud Detection is a dynamic fraud detection framework that continuously evolves its analytical models and decision rules in response to emerging fraud patterns, new transaction behaviors, and feedback signals, thereby distinguishing itself from static or rule-based systems through its capacity for real-time learning and system-wide adaptation.

48

Publications

2.2K

Citations

150

Authors

64

Institutions

Publications per year

2017–2026

32

Parents

Publications

48

A Neural Network Ensemble With Feature Engineering for Improved Credit Card Fraud Detection

Ebenezer Esenogho, Ibomoiye Domor Mienye, Theo G. Swart et al. · IEEE Access · 2022 · 310 citations · Full text

, , +17

An Integrated Cluster Detection, Optimization, and Interpretation Approach for Financial Data

Tie Li, Gang Kou, Yi Peng et al. · IEEE Transactions on Cybernetics · 2021 · 220 citations · Full text

, , +17

A hybrid model for plastic card fraud detection systems

M. Krivko · Expert Systems with Applications · 2010 · 97 citations

, , +14

Adaptive machine learning models: Concepts for real-time financial fraud prevention in dynamic environments

Halima Oluwabunmi Bello, Adebimpe Bolatito Ige, Maxwell Nana Ameyaw · World Journal of Advanced Engineering Technology and Sciences · 2024 · 94 citations · Full text

, , +17

MACHINE LEARNING METHODS FOR DETECTING PATTERNS OF MANAGEMENT FRAUD

David G. Whiting, James V. Hansen, James B. McDonald et al. · Computational Intelligence · 2012 · 77 citations

, , +17

1–5 of 48

Authors

150

  1. SA
    Stephen Adams

    University of Virginia, United States

    2 publications · 88 citations

    2

    h-index

  2. AS
    Ajeet Singh

    Guru Gobind Singh Indraprastha University, India

    2 publications · 44 citations

    2

    h-index

  3. PA
    Peter A. Beling

    University of Virginia, United States

    2 publications · 88 citations

    2

    h-index

  4. FA
    Farzana Anowar

    University of Regina, Canada

    1 publications · 28 citations

    1

    h-index

  5. MS
    M. Stephen Weatherford

    University of California, Santa Barbara, United States

    1 publications · 46 citations

    1

    h-index

1–5 of 150

Institutions

64

  1. University of Virginia

    Charlottesville, United States

    2 h-index

    9 publications

    471 citations

  2. University of Leicester

    Leicester, United Kingdom

    2 h-index

    2 publications

    407 citations

  3. Tongji University

    Shanghai, China

    2 h-index

    6 publications

    194 citations

  4. University of Alabama in Huntsville

    Huntsville, United States

    2 h-index

    2 publications

    62 citations

  5. Columbia University

    New York, United States

    2 h-index

    2 publications

    62 citations

  6. Guru Gobind Singh Indraprastha University

    Delhi, India

    2 h-index

    4 publications

    88 citations

  7. Beijing Institute of Technology

    Beijing, China

    1 h-index

    1 publications

    17 citations

  8. Thuongmai University

    Hanoi, Vietnam

    1 h-index

    2 publications

    32 citations

1–8 of 64

Venues

  1. IEEE Access

    4 publications · 429 citations

    3

    h-index

  2. Computational Intelligence

    2 publications · 105 citations

    2

    h-index

  3. Expert Systems with Applications

    2 publications · 128 citations

    2

    h-index

  4. 1

    h-index

  5. Information Processing & Management

    1 publications · 32 citations

    1

    h-index

1–5