Concepedia

Explainable Detection Models

Explainable Detection Models is a detection framework in the domain of money laundering detection that belongs to the class of machine learning models designed for anomaly identification, distinguished by its intrinsic capacity to provide transparent, interpretable, and human-comprehensible justifications for its detection decisions.

56

Publications

5.3K

Citations

243

Authors

116

Institutions

Publications per year

2017–2026

50

Parents

Publications

56

Drebin: Effective and Explainable Detection of Android Malware in Your Pocket

Daniel J. Arp, Michael Spreitzenbarth, Hugo Gascón et al. · 2014 · 2.3K citations

, , +13

Vision transformer and explainable transfer learning models for auto detection of kidney cyst, stone and tumor from CT-radiography

Md Nazmul Islam, Mehedi Hasan, Md Kabir Hossain et al. · Scientific Reports · 2022 · 280 citations · Full text

, , +17

Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals

V. Jahmunah, E. Y. K. Ng, Ru‐San Tan et al. · Computers in Biology and Medicine · 2022 · 197 citations

, , +17

Explainable Intrusion Detection Systems (X-IDS): A Survey of Current Methods, Challenges, and Opportunities

Subash Neupane, Jesse Ables, William Anderson et al. · IEEE Access · 2022 · 185 citations · Full text

, , +17

Deep Learning and Explainable Artificial Intelligence Techniques Applied for Detecting Money Laundering–A Critical Review

Dattatray Vishnu Kute, Biswajeet Pradhan, Nagesh Shukla et al. · IEEE Access · 2021 · 184 citations · Full text

, , +17

1–5 of 56

Authors

243

  1. BV
    Bertie Vidgen

    University of Oxford, United Kingdom

    2 publications · 92 citations

    2

    h-index

  2. WY
    Wenjie Yin

    China Academy of Space Technology, China

    2 publications · 92 citations

    2

    h-index

  3. HR
    Hannah Rose Kirk

    University of Oxford, United Kingdom

    2 publications · 92 citations

    2

    h-index

  4. RK
    Rafał Kozik

    Bydgoszcz University of Science and Technology, Poland

    2 publications · 156 citations

    2

    h-index

  5. MP
    Marek Pawlicki

    Bydgoszcz University of Science and Technology, Poland

    2 publications · 156 citations

    2

    h-index

1–5 of 243

Institutions

116

  1. AGH University of Krakow

    Krakow, Poland

    2 h-index

    7 publications

    600 citations

  2. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    5 publications

    141 citations

  3. University of Southern Denmark

    Odense, Denmark

    2 h-index

    8 publications

    145 citations

  4. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    3 publications

    419 citations

  5. Bydgoszcz University of Science and Technology

    Bydgoszcz, Poland

    2 h-index

    7 publications

    600 citations

  6. King Saud University

    Riyadh, Saudi Arabia

    2 h-index

    2 publications

    221 citations

  7. National Center for Biotechnology Information

    Bethesda, United States

    1 h-index

    3 publications

    39 citations

  8. Cloud Computing Center

    Dongguan, China

    1 h-index

    4 publications

    320 citations

1–8 of 116

Venues

  1. IEEE Access

    5 publications · 546 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 103 citations

    3

    h-index

  3. Expert Systems with Applications

    3 publications · 155 citations

    2

    h-index

  4. Applied Sciences

    2 publications · 54 citations

    2

    h-index

  5. Scientific Reports

    2 publications · 412 citations

    2

    h-index

1–5