Kampus Terbaik Archives - Page 8 of 20 - Pusat Penelitian, Pengabdian kepada Masyarakat dan Publikasi Internasional

XGBoost: Extreme Gradient Boosting for Superior Performance

Introduction In the world of machine learning competitions and real-world applications, XGBoost (Extreme Gradient Boosting) has established itself as

Introduction Machine learning often requires models that balance accuracy, robustness, and generalization. While Decision Trees are easy to interpret

Introduction While Decision Trees are simple and interpretable, they often suffer from overfitting and instability. To overcome these limitations, ma

Introduction Agriculture is one of the oldest human industries, yet it faces modern challenges such as labor shortages, climate change, and the need

Introduction While industrial robots dominate factory floors, service robots are designed to assist humans directly in professional and personal sett

Medan, 4 September 2025 – Dosen Universitas Medan Area (UMA) penerima hibah penelitian dan pengabdian kepada masyarakat (PKM) tahun 2025 menghadiri

Introduction Industrial robots have become the backbone of modern manufacturing and automation. These programmable machines are designed to perform r

Introduction Artificial Intelligence (AI) is transforming industries by making predictions, automating processes, and enabling smarter decision-makin

Introduction As artificial intelligence (AI) grows more pervasive, the demand for data-driven learning has skyrocketed. Traditionally, training AI mo

Introduction The evolution of wireless communication has transformed how humans interact, work, and innovate. From 1G voice calls to 4G mobile intern