Machine learning for global trade analysis: a hybrid clustering approach using DBSCAN, elbow, and SOM

Musdalifa Thamrin, Ida Mulyadi, I Dewa Made Widia, Muhammad Faisal, Suardi Hi Baharuddin, Medy Wismu Prihatmono, Nurdiansyah Nurdiansyah, Nasir Usman

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DOI: 10.11591/ijai.v14.i4.pp3033-3046
Published: 2025-08-01
Container: IAES International Journal of Artificial Intelligence (IJ-AI)
Publisher: Institute of Advanced Engineering and Science
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.11591/ijai.v14.i4.pp3033-3046,
  title = {Machine learning for global trade analysis: a hybrid clustering approach using DBSCAN, elbow, and SOM},
  author = {Musdalifa Thamrin and Ida Mulyadi and I Dewa Made Widia and Muhammad Faisal and Suardi Hi Baharuddin and Medy Wismu Prihatmono and Nurdiansyah Nurdiansyah and Nasir Usman},
  year = {2025},
  journal = {IAES International Journal of Artificial Intelligence (IJ-AI)},
  doi = {10.11591/ijai.v14.i4.pp3033-3046},
  url = {https://doi.org/10.11591/ijai.v14.i4.pp3033-3046}
}

RIS

TY  - JOUR
TI  - Machine learning for global trade analysis: a hybrid clustering approach using DBSCAN, elbow, and SOM
AU  - Musdalifa Thamrin
AU  - Ida Mulyadi
AU  - I Dewa Made Widia
AU  - Muhammad Faisal
AU  - Suardi Hi Baharuddin
AU  - Medy Wismu Prihatmono
AU  - Nurdiansyah Nurdiansyah
AU  - Nasir Usman
PY  - 2025
JO  - IAES International Journal of Artificial Intelligence (IJ-AI)
DO  - 10.11591/ijai.v14.i4.pp3033-3046
UR  - https://doi.org/10.11591/ijai.v14.i4.pp3033-3046
ER  -

APA

Thamrin, M., Mulyadi, I., Widia, I. D. M., Faisal, M., Baharuddin, S. H., Prihatmono, M. W., Nurdiansyah, N., & Usman, N. (2025). Machine learning for global trade analysis: a hybrid clustering approach using DBSCAN, elbow, and SOM. IAES International Journal of Artificial Intelligence (IJ-AI). https://doi.org/10.11591/ijai.v14.i4.pp3033-3046

Source records

crossref · retrieved 2026-09-26T02:11:19.312Z