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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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Road Safety Audit (Case Study: Kletek – Sidoarjo Highway)
Media Komunikasi Dunia Ilmu Sipil
Vol 7
, No 1
(2025)
In the construction industry, tenders for the procurement of goods and services are carried out to select the company that will carry out the work. Companies that are interested and meet the requirements can participate in the tender bidding process, and the selected company will carry out the work based on the agreed contract. The high competition in the tender process and also the failure of the company is the reason this work was created, to help new companies understand and be able to partic...
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Perbandingan Kinerja Keuangan Menggunakan Rasio Likuiditas, Solvabilitas, Aktivitas, dan Profitabilitas Pada Perusahaan Sub Sektor Rokok di BEI Tahun 2016-2023
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
This study aims to analyze and determine whether or not there are differences in financial performance between cigarette sub-sector companies listed on the Indonesia Stock Exchange in 2016 - 2023. This type of research uses quantitative research with a comparative method. Sampling was carried out using the purposive sampling method and four companies were obtained. The data used in this study are secondary data using the company's annual financial reports. Hypothesis testing was carried out usin...
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Pengaruh Kompetensi, Penempatan dan Disiplin Kerja Terhadap Kinerja Pegawai Pada Kantor Samsat Kab. Bima
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
This study aims to examine the influence of competence, job placement, and work discipline on employee performance at the Samsat Office of Bima Regency. The research applies a quantitative approach using a survey method. Data were collected through questionnaires distributed to 30 civil servants selected using purposive sampling. The data analysis techniques include validity and reliability tests, multiple linear regression, t-test, and F-test. The results show that competence, placement, and wo...
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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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Evaluation of Machizukuri Process in The Development of Embung Setumpeng Toursim Area, Gentungan Village, Mojogedang District of Karanganyar Regency
Hadi, Syamsul
; Kusumaningdyah N.H
; Wianto, Ardian Ozzy
; Septiyanto, Muhamad Dwi
; Prasetyo, Ari
; Widiyanti, Emi
Jurnal Pengabdian Teknologi Tepat Guna
Vol 6
, No 2
(2025)
Successful sustainable regional development requires not only the efforts of formal institutions, such as the government but also active community efforts. Therefore, the involvement of the local community is a crucial aspect. This was in line with the Japanese method referred to as Machizukuri. Based on the definition by Evan (2002), Machizukuri is defined as community/neighborhood planning, which implies substantive citizen involvement in autonomous regional planning. Since 2018, the developme...
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Optimization of the Drinking Water Pipeline Network in Maumere City, Sikka Regency, East Nusa Tenggara
Media Komunikasi Dunia Ilmu Sipil
Vol 7
, No 1
(2025)
Access to drinking water is needed for every resident. The National Urban Water Supply Project (NUWSP) aims to improve access to piped drinking water for urban communities. The NUWSP program in 2021 involved the central and local governments collaborating through funding to support the Wair Puan Regional Drinking Water Company (Perumda Air Minum Wair Pu'an, Sikka Regency). This program will optimize the drinking water supply system (SPAM) to achieve the target of 100% access to drinking water. I...
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Utilization of Geoelectric Resistivity Method to Identify Soil Conditions in Underground Pipeline Planning
Media Komunikasi Dunia Ilmu Sipil
Vol 7
, No 1
(2025)
The diversity of physical and chemical properties of subsurface layers makes geotechnical information essential in the early stages of construction planning, particularly for underground works such as pipeline routes. The heterogeneity of soil conditions can pose technical risks if not properly anticipated. The resistivity geoelectrical method is a non-destructive investigation technique that provides a depiction of subsurface resistivity distribution, helping to effectively and efficiently iden...
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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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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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