Browsing Data Science and Artificial Intelligence by Advisor "Mahyuddin"
Now showing items 1-3 of 3
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Penanganan Imbalance Data pada Hasil Klaster dengan SMOTE untuk Prediksi Permintaan Perusahaan Ekspedisi Menggunakan XGBoost
(Universitas Sumatera Utara, 2025)The rapid growth of online shopping has driven the increasing need for accurate demand prediction in logistics and courier service companies. However, this demand presents challenges due to imbalanced data, which causes ... -
Pendekatan Data-Driven untuk Pengambilan Keputusan pada Institusi Perguruan Tinggi
(Universitas Sumatera Utara, 2024)Data-driven approaches, which leverage data for various purposes, are increasingly adopted by organizations, including higher education institutions. These approaches focus on thorough data analysis, interpretation, ... -
Segmentasi Nasabah Pengguna Layanan Pembelian Pulsa dan Paket Internet dalam Mobile Banking Menggunakan Teknik Feature Engineering dan Algoritma K-Means
(Universitas Sumatera Utara, 2025)The advancement of technology has driven the widespread use of mobile banking as one of main pillars of modern banking services. Understanding the behavioral patterns of mobile banking users has become crucial for designing ...