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Predictive Modeling of Microstrip Antenna Slot Dimensions Using Random Forest Regression
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
This study presents a machine learning approach for predicting the dimensions of microstrip antenna slots based on antenna performance parameters such as frequency, gain, directivity, return loss (S11), radiation efficiency, and VSWR. A two-phase methodology was employed. In the first phase, ten regression algorithms were evaluated, and Random Forest was identified as the most effective model based on Mean Absolute Error (MAE) and R-squared (R²) scores. In the second phase, hyperparameter tuning...
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Implementasi Gerakan Literasi Sekolah di SMP Muhammadiyah 01 Jember
Fatqurhohman, Fatqurhohman
; Fatkurochman, Henri
; Prastzuba, Falestin Al-Zakiyah
; Diniyah, Putri Holifatur
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
The role of human resources for teachers (educators) in technological progress in the era of the Industrial Revolution 5.0 makes the world of education the most important part of changing the nation's civilization, because it is the implementer of the success of the learning process in the classroom. The government's policy on independent learning hopes to have a positive impact through various activities to grow and improve a culture of literacy, competence and character. Therefore, this servic...
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Analisis Faktor Internal dan Faktor Eksternal Kepatuhan Keselamatan dan Kesehatan Kerja (K3) pada Pekerja Unit Teknik di PT X Kabupaten Magetan
Jurnal Inovasi Riset Ilmu Kesehatan
Vol 2
, No 3
(2024)
Engineering units are complex activities with diverse jobs such as maintanace, machine operation and machine supervision. These jobs have a high risk of occupational accidents, so they must comply with Occupational Health and Safety (OHS) to reduce the risk of accidents and improve worker welfare. Occupational Health and Safety (OHS) Compliance can be influenced by internal factors and external factors. The purpose of this study was to identify and analyze the factors that cause Occupational Saf...
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Analisis Tingkat Pengetahuan Keselamatan dan Kesehatan Kerja (K3) Mengenai Lockout/Tagout (LOTO) terhadap Tindakan Tidak Aman (Unsafe Action) dalam Lockout/Tagout (LOTO) Pekerja Divisi Manufactur dan Divisi Enggenering pada PT. X Kabupaten Banyuwangi
Jurnal Inovasi Riset Ilmu Kesehatan
Vol 2
, No 3
(2024)
PT.X is a business located in Banyuwangi district, East Java. PT.X is engaged in manufacturing which produces mineral water. PT.X Banyuwangi's work procedures have implemented K3 in its work processes. The Lockout/Tagout (LOTO) locking and marking system has been implemented, but unsafe behavior is still found by workers when carrying out work processes using the Lockout/Tagout (LOTO) system, such as not using PPE during machine repair/maintenance processes, and not installing tags. . . during r...
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