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Enhanced Air Quality Prediction Using AI: A Comparative Study of GRU, CNN, and XGBoost Models
Kayam Saikumar
; Munugapati Bhavana
; Rayudu Prasanthi
; Singaraju Suguna Mallika
; Deepthi Kamidi
; Naveen Malik
; Kapil Joshi
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 3
(2025)
Weather monitoring is vital due to environmental changes and rising air pollution, which affects health and lifestyles. Accurate air quality prediction models are essential yet challenging due to complex weather-pollution interactions. This study employs explainable deep learning and machine learning techniques—GRU, CNN, and XGBoost—on a custom dataset of 100,000 samples with 15 features, including PM2.5, PM10, humidity, and temperature. Using SHAP for interpretability, the GRU model outperforms...
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Bayesian Generalized Poisson Regression Modeling for Overdispersed Maternal Mortality Data
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 3
(2025)
Maternal mortality is a global health issue that reflects disparities in access to and the quality of healthcare services. This study applies the Bayesian Generalized Poisson Regression (BGPR) approach to address the problem of overdispersion in the data, which renders the standard Poisson regression model less appropriate. The Generalized Poisson model was chosen for its ability to handle overdispersion, while the Bayesian approach provides more stable parameter estimates, particularly when wor...
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Assessing the Feasibility of Small-Scale RDF Technology in Urban Solid Waste Management Using Cost-Benefit Analysis
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 3
(2025)
The development of Waste Processing Facilities based on the 3R principles (TPS 3R) with small-scale Refuse Derived Fuel (RDF) technology in Jakarta aims to support waste sorting, composting, reuse, and recycling activities, with locations strategically placed as close as possible to service areas. However, its implementation faces significant challenges, particularly due to high initial investment and operational costs. This study evaluates the feasibility of four TPS 3R facilities using a Cost-...
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PENYULUHAN PENDIDIKAN DIGITAL KELUARGA SEBAGAI UPAYA MENERAPKAN KEAMANAN DIGITAL KELUARGA DI PKBM TINTA ILMU TANGERANG SELATAN
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 5
, No 2
(2025)
The Digital Education Counseling for Families held at the Tinta Ilmu Community Learning Center (PKBM) in South Tangerang is an effort to implement digital security for parents and schools to support students’ learning in the digital era. Digital education has become a necessity and an innovative way to align educational traditions with technological developments. The development of digital technology has a significant impact on children’a lives. Esay access to digital devices has the potential t...
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Pendampingan Program Sekolah Ramah Anak Melalui Kerajinan Tangan Ecoprinting di SDN 02 Beji: Upaya Meningkatkan Kreativitas dan Karakter Peserta Didik di SDN 02 Beji
Tuffahati, Choirunisa Sausan
; Handini, Oktiana
; Universitas Slamet Riyadi Surakarta, Tiara Wahyu Larasati
The Community
Vol 3
, No 1
(2025)
The Child Friendly School Program assistance activities were carried out at SDN 02 Beji by providing ecoprintingbased handicraft training. The purpose of this program is to improve student ability and creativity in creating innovative products that have economic value. In this activity, students were given direct guidance in making ecoprint totebags using mashing techniques with natural materials such as leaves as colorants. This method was chosen because it is environmentally friendly and in ac...
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Pengaruh Pertumbuhan Laba Perusahaan Asuransi yang Terdaftar di BEI Periode 2020-2023 terhadap Pendapatan Premi, Pembayaran Klaim, Risk Based Capital, dan Hasil Investasi
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
The purpose of this study is to identify the variables that affect profit growth. Profit growth is the study's dependent variable, and premium income, claim payments, risk-based capital, and investment returns are its independent variables. Information was gathered from insurance firms that were listed between 2019 and 2023 on the Indonesia Stock Exchange. Ten businesses that satisfied specific requirements made up the study's sample. To get a complete picture of the link...
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ELASTISITAS PERMINTAAN TENAGA KERJA DI PROVINSI SULAWESI TENGGARA
Teguh Permana
; Puspitaningsih, Andriani
; Ariani, Waode Rachmasari
; Afiat, Muhammad Nur
; Surianti
; Teguh Permana
Perwira Journal of Economics and Business
Vol 5
, No 2
(2025)
This study aims to determine the elasticity of labor demand in Southeast Sulawesi Province. This type of research is quantitative research with data sources from BPS. The analysis tool used is the labor demand elasticity formula. The findings of this study are that in 2024 the elasticity of labor demand is elastic, while in 2023 and 2022 it is inelastic. The implication is that the government must be careful in determining policies related to minimum wages because it will act quickly on labor de...
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A Prototype-Based Monitoring System for Customer Installment Fine Payments at PT. PLN (Persero) ULP Arso
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 3
(2025)
The advancement of information technology has encouraged public service institutions, including PT. PLN (Persero), to adopt web-based systems to improve operational efficiency. At ULP Arso, the current monitoring of customer installment fine payments is managed manually using physical documents and basic spreadsheets. This method is prone to data entry errors, information redundancy, and delayed updates, which hinder timely decision-making and customer service. To address these issues, this stud...
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Inovasi minyak jelantah dan sereh (Cymbopogon citratus) sebagai bahan pembuatan eco-friendly antibacterial soap
Firdaus, Ridjal
; Ramadhanti, Roviana Ayu
; Wardana, Rizky Amelia
; Sabilatuzzahra, Putri Alifiyah
; Firdaus, Muhamad Ridjal
; Ramadhanti, Roviana Ayu
; Wardana, Rizky Amelia
; Sabilatuzzahra, Putri Alifiyah
; Roqobih, Fikky Dian
; Subekti, Hasan
; Qosyim, Ahmad
Perwira Journal of Science & Engineering (PJSE)
Vol 5
, No 2
(2025)
Pembuangan minyak jelantah sebagai limbah rumah tangga berpotensi mencemari lingkungan apabila dibuang sembarangan, sehingga diperlukan inovasi dalam pemanfaatan limbah menjadi produk yang lebih bernilai guna dan ramah lingkungan. Penelitian ini bertujuan untuk mengkaji efektivitas, manfaat, kelemahan serta potensi inovasi dari pembuatan sabun ramah lingkungan berbahan dasar minyak jelantah dan ekstrak sereh (Cymbopogon citratus) sebagai zat aktif antibakteri alami. Metode yang digunakan adalah...
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Rancang Bangun Website Manajemen Praktikum Sistem Informasi Menggunakan Metode Agile Scrum
Fahlevy, Muhammad Novil
; Kamila, Vina Zahrotun
; Masa, Amin Padmo Azam
; Fahlevy, Muhammad Novil
; Kamila, Vina Zahrotun
; Masa, Amin Padmo Azam
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 3
(2025)
Pengelolaan laboratorium pendidikan di perguruan tinggi membutuhkan sistem administrasi yang terstruktur. Saat ini, praktikum Sistem Informasi Universitas Mulawarman masih menggunakan Google Classroom untuk pengumpulan tugas dan Google Spreadsheet untuk presensi, yang menimbulkan inefisiensi dan beban kerja administratif bagi asisten laboratorium. Selain itu, pendekatan terpisah ini menghambat dosen dalam memantau perkembangan praktikan secara menyeluruh. Penelitian ini bertujuan merancang dan m...
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