PRO-LGBM: A synergistic integrated pipeline for outlier detection and imbalance handling with optimized LightGBM in fetal health classification
Ilham A.
Franklin Open
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Profil Dosen
Lektor / Dr. Universitas Diponegoro (Undip), Indonesia / S2 Informatika
Dr. Ahmad Ilham, S.Kom., M.Kom., is an Indonesian national who has pursued an extensive academic journey. He earned his bachelor's degree in information systems within the field of computer science at Universitas Al Asyariah Mandar (Unasman). He then completed his master's degree in intelligent systems in informatics engineering at Universitas Dian Nuswantoro (Udinus). His PhD/Dr, with a focus on machine learning for health, was obtained from the Information System Doctoral Study Program at the Postgraduate School of Diponegoro University. His doctoral dissertation is on machine learning for intelligent systems in health. Since 2020, he has been a faculty member in the Department of Informatics at Universitas Muhammadiyah Semarang (Unimus). Additionally, he founded the Intelligent Data Science Research Group (IDSRG) [link] and is a member of the International Association of Engineers (IAENG). His research interests encompass data science, machine learning, and intelligent information processing.
Ringkasan quartile publikasi dan metrik SINTA terakhir.
| Metric | Scopus | GScholar | WOS |
|---|---|---|---|
| Article | 17 | 63 | 6 |
| Citation | 61 | 296 | 7 |
| Cited Document | 13 | 0 | 4 |
| H-Index | 5 | 10 | 2 |
| i10-Index | 1 | 0 | 0 |
| G-Index | 1 | 1 | 1 |
Kolaborasi eksternal berdasarkan negara/territory.
China
2
Iraq
1
Turkey
1
Ilham A.
Franklin Open
Ilham A.
Intelligent Decision Technologies
Ilham A.
Informatica Slovenia
Ilham A.
International Journal of Computing and Digital Systems
Ilham A.
International Journal of Computing and Digital Systems
Ilham A.
Aip Conference Proceedings
Suntoro J.
Journal of Physics Conference Series