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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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Assessing the Heat Vulnerability Index (HVI) in Klang Valley Using Principal Component Analysis (PCA) and an Equal-Weighted Approach
Samsuddin, Normaisurah
; Salleh, Siti Aekbal
; Khalid, Nafisah
; Mohamed Saraf, Noraain
; Yaman, Rostam
; Pintor, Lynlei
; Rueda, Girlie
; Samsuddin, Normalyana
Forum Geografi
Vol 39
, No 2
(2025)
Urbanisasi telah menyebabkan lebih dari 50% populasi global tinggal di daerah perkotaan, berkontribusi pada modifikasi signifikan dalam iklim perkotaan yang memperburuk efek buruk perubahan iklim, khususnya pada kesehatan manusia. Studi ini bertujuan untuk menilai Indeks Kerentanan Panas (HVI) di Lembah Klang, Malaysia, menggunakan Analisis Komponen Utama (PCA) dan Indeks Tertimbang Setara (EWI). Selanjutnya membandingkan kedua metode untuk menentukan mana yang lebih efektif mencerminkan konteks...
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Perancangan Ulang Logo Soraya Resto untuk Meningkatkan Brand Identity
Citrakara
Vol 7
, No 2
(2025)
Soraya Resto adalah rumah makan yang didirikan pada tahun 2021 di daerah Kota Batang, Jawa Tengah. Soraya Resto sudah memiliki logo namun belum merepresentasikan identitas dari perusahaan. Tujuan dari perancangan ini adalah untuk merancang ulang logo Soraya Resto yang mampu merepresentasikan identitas Soraya Resto agar dapat meningkatkan brand identity dari Soraya Resto. Perancangan ini menggunakan metode penelitian kualitatif dan didukung oleh analisis SOAR sebagai metode analisis data serta me...
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Pengaruh Experiental Marketing Dan Store Atmosphere Terhadap Keputusan Pembelian Pada Alfamart Cabang Sadia I, Kota Bima
HATTA: Jurnal Pendidikan Ekonomi dan Ilmu Ekonomi
Vol 3
, No 1
(2025)
Indonesian people's shopping trends tend to shift from traditional markets to modern retail for reasons of convenience, location affordability, and speed of service. This study aims to determine whether Store Atmosphere and Experiential Marketing have a significant effect on consumer purchasing decisions at Alfamart Sadia I branch either partially or simultaneously. The data collection method uses a questionnaire with a Likert scale. The population in the study were all consumers of Alfamart Sad...
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Peran Motivasi Kerja Terhadap Hubungan Beban Kerja dan Kepuasan Kerja Guru: Sebuah Tinjauan Literatur Siistematis
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 3
(2025)
Teachers frequently encounter heavy workloads, which can reduce job satisfaction. While various research have looked at this link, the function of job motivation as a deciding factor has not been thoroughly investigated. This systematic literature review seeks to investigate how motivation of work affects the relationship between workload with job satisfaction in teachers. Using the PRISMA framework, a thorough search was undertaken across major academic databases such as Crossref, Semantic Scho...
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Sustainable Management of Natural Resources at Disaggregated Levels with Insights from Landscape Dynamics
Forum Geografi
Vol 39
, No 2
(2025)
The burgeoning population, coupled with the resource demand and alterations in the climatic regime, have been posing serious challenges for the sustenance of natural resources. Natural Resource Rich Regions (NRRRs) are areas endowed with abundant natural resources, which maintain ecological balance and economic activities. These regions are pivotal for supporting the livelihoods of local communities by providing essential ecosystem services and resources. However, land degradation leading to def...
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OPTIMALISASI PEMANTAUAN ISPA MELALUI SISTEM INFORMASI GEOGRAFIS BERBASIS WEB DI KABUPATEN TEGAL
Moch. Dimas Egi Asyam Al Dzakwan
; Moch. Dimas Egi Asyam Al Dzakwan
; Nur Ariesanto Ramdhan
; Abdul Khamid
Jurnal Elektronika dan Komputer
Vol 4
, No 2
(2025)
Infeksi Saluran Pernapasan Akut (ISPA) merupakan masalah kesehatan utama di Kabupaten Tegal, terutama menyerang anak-anak dan lansia, dengan 25.273 kasus tercatat pada Januari–Juni 2025. Faktor seperti kepadatan penduduk, polusi udara, dan sanitasi buruk mempersulit analisis konvensional dalam mengidentifikasi wilayah berisiko tinggi. Penelitian ini bertujuan mengembangkan Sistem Informasi Geografis (SIG) berbasis web untuk memetakan dan memantau kasus ISPA secara akurat menggunakan pendekatan s...
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Implementasi Metode Waterfall dalam Pengembangan Sistem Pengajuan Produk Hukum Daerah Berbasis Web dengan FIFO dan Tracking
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
Digital transformation in government bureaucracy has become a strategic step to improve efficiency, accountability, and transparency, including in the management of regional legal products. In the Regional Secretariat of Tegal Regency, the process of submitting legal products is still done manually, which causes inefficiencies, delays, and a lack of document traceability. To address these issues, a web-based legal product submission application has been developed with document tracking features....
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Land Surface Temperature Retrieval from Landsat 9 Satellite Data in the Case of Injibara Town and the Surrounding Banja District, Awi Nationality Administrative Zone, Amhara, Ethiopia
Forum Geografi
Vol 39
, No 2
(2025)
Land surface temperature (LST) is crucial for various applications like agriculture, hydrology, urban planning, and climate analysis. Rapid urbanization and climate change have intensified LST variations, particularly in agriculturally dependent regions like Ethiopia, where temperature fluctuations directly impact livelihoods. However, localized LST dynamics in areas such as Injibara town and Banja District remain understudied, despite their sensitivity to climate variability and urban heat effe...
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Analisis Coverage Dan Kualitas Sinyal TV Digital Menggunakan K-Means Clustering Di Jawa Tengah-1
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
Terrestrial digital television transmitter stations are the main facilities in the transmission of digital television broadcasts to the public. The quality of the transmitted signal is expected to reach the Central Java-1 service area well so as to provide optimal and reliable quality of digital television broadcast performance according to the needs of the community, but currently, complaints about signal problems such as service coverage and reception quality still occur a lot, coverage and si...
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