Concepedia

Data Mining In Auditing

Data Mining in Auditing is a systematic analytical technique that applies computational algorithms to extract meaningful, previously unknown, and actionable patterns from large-scale financial and operational datasets to support continuous audit decision-making and anomaly detection.

170

Publications

12.2K

Citations

357

Authors

197

Institutions

Publications per year

2017–2026

85

Parents

Publications

170

A data mining framework for building intrusion detection models

Wenke Lee, Salvatore J. Stolfo, Kui W. Mok · 2003 · 1.2K citations · Full text

, , +11

A framework for constructing features and models for intrusion detection systems

Wenke Lee, Salvatore J. Stolfo · ACM Transactions on Information and System Security · 2000 · 964 citations

, , +17

Big Data in Accounting: An Overview

Miklos A. Vasarhelyi, Alexander Kogan, Brad Tuttle · Accounting Horizons · 2015 · 575 citations

, , +13

The effective use of Benford's Law to assist in detecting fraud in accounting data

Cindy Durtschi, William Hillison, Carl Pacini · Digital Commons - University of South Florida (University of South Florida) · 2004 · 478 citations · Full text

, , +15

Big Data and Analytics in the Modern Audit Engagement: Research Needs

Deniz Appelbaum, Alexander Kogan, Miklos A. Vasarhelyi · Auditing A Journal of Practice & Theory · 2017 · 451 citations

, , +17

1–5 of 170

Authors

357

  1. MA
    Miklos A. Vasarhelyi

    Rutgers, The State University of New Jersey, United States

    12 publications · 1.8K citations

    11

    h-index

  2. MJ
    Mieke Jans

    Hasselt University, Belgium

    9 publications · 567 citations

    9

    h-index

  3. WL
    Wenke Lee

    Georgia Institute of Technology, United States

    7 publications · 2.5K citations

    7

    h-index

  4. MA
    Michael Alles

    Rutgers, The State University of New Jersey, United States

    6 publications · 583 citations

    6

    h-index

  5. SJ
    Salvatore J. Stolfo

    Columbia University, United States

    5 publications · 2.4K citations

    5

    h-index

1–5 of 357

Institutions

197

  1. Rutgers, The State University of New Jersey

    New Brunswick, United States

    10 h-index

    22 publications

    5.3K citations

  2. Hasselt University

    Hasselt, Belgium

    7 h-index

    9 publications

    635 citations

  3. Aristotle University of Thessaloniki

    Thessaloniki, Greece

    6 h-index

    9 publications

    285 citations

  4. Georgia Institute of Technology

    Atlanta, United States

    5 h-index

    5 publications

    1.1K citations

  5. Alexander Technological Educational Institute of Thessaloniki

    Thessaloniki, Greece

    5 h-index

    7 publications

    239 citations

  6. Columbia University

    New York, United States

    4 h-index

    8 publications

    5.2K citations

  7. The University of Queensland

    Brisbane, Australia

    3 h-index

    5 publications

    530 citations

  8. Rutgers Sexual and Reproductive Health and Rights

    Utrecht, Netherlands

    3 h-index

    5 publications

    206 citations

1–8 of 197

Venues

  1. 11

    h-index

  2. Journal of Emerging Technologies in Accounting

    7 publications · 306 citations

    7

    h-index

  3. SSRN Electronic Journal

    Repository · 7 publications · 181 citations

    7

    h-index

  4. Expert Systems with Applications

    5 publications · 156 citations

    5

    h-index

  5. 4

    h-index

1–5