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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 (ASSET)
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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Comparative Efficacy of Two Bamboo-Derived Activated Carbons for Hospital Wastewater Remediation
Setyarini, Putu Hadi
; Pembayun, Hanum Surya
; Sulistyarini, Dwi Hadi
; Purwaningtyas, Nuretha Hevy
; Dewi, Francisca Gayuh Utami
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Liquid medical waste containing pathogens and hazardous chemicals can pollute the environment and endanger human health. The increasing volume of waste during the COVID-19 pandemic adds urgency to find effective and sustainable treatment methods. However, environmentally friendly and efficient solutions are still limited. This study aims to explore the utilization of activated carbon from two local bamboo species, Gigantochloa apus (GA) and Bambusa vulgaris (BV) as alternative adsorbents in the...
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Scenario-Based Dynamic Modeling for Urban Settlement Management
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
The growth of residential areas in peri-urban regions of metropolitan areas such as Jabodetabek demonstrates high complexity due to the dynamic interaction between population growth, land use, and environmental degradation. This study aims to develop a dynamic system-based simulation model using a scenario approach to analyze sustainable residential area management policies. The scenarios were developed consists of no intervention, pessimistic, moderate, and optimistic based on parameters such a...
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Mechanical Performance of Alkali-Treated Rattan Strips with Epoxy Coating for Sustainable Composite Applications
Kalatharan, Sujentheran Nair
; Imran, Al Ichlas
; Irawan, Agustinus Purna
; Siregar, Januar Parlaungan
; Cionita, Tezara
; Fitriyana, Deni Fajar
; Anis, Samsudin
; Dewi, Rozanna
; Setyoadi, Yuris
; Wisnu Prayogo
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
The use of natural materials like rattan in eco-friendly composites is gaining attention in materials engineering. However, its hydrophilic nature and interaction with other materials can affect mechanical strength. This study investigates how variations in rattan size and alkali treatment influence the tensile properties of single rattan strips through an epoxy dipping process. Rattan was prepared with varying lengths (5–15 cm), widths (3–8 mm), and a consistent thickness (0.5 mm). Alkali treat...
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ANALISIS NASKAH DRAMA “KECOA TENGAH MALAM” KARYA BODE RISWANDI DENGAN PENDEKATAN STRUKTURALISME
NALAR: Jurnal Pendidikan dan Kebudayaan
Vol 4
, No 1
(2025)
Penelitian ini bertujuan untuk menganalisis struktur intrinsik naskah drama “Kecoa Tengah Malam” karya Bode Riswandi dengan menggunakan pendekatan strukturalisme. Pendekatan strukturalisme merupakan teori yang memfokuskan karya sastra sebagai sebuah struktur yang utuh berdasarkan unsur intrinsik yang terdapat dalam karya sastra. Penelitian ini menggunakan metode deskriptif kualitatif dengan teknik studi pustaka dan teknik analisis teks terhadap unsur intrinsik seperti tema, alur, tokoh dan penok...
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PENERAPAN TEKNOLOGI KOMPUTER GRAFIS UNTUK INOVASI DESAIN BATIK DI USAHA BATIK PANDANSARI, PLUPUH, SRAGEN
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
Making batik designs requires the ability to visualize ideas for motifs or decorations. This process relies on the ability to move the visual processing process which was originally still an idea into something real, which can be seen in the form of an image. The ability to visualize is important because from this process motifs, patterns and decorations can be created. This work is quite complicated, requires precision, patience and takes time. When there are many orders, the work of drawing mo...
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PENERAPAN TEKNOLOGI KOMPUTER GRAFIS UNTUK INOVASI DESAIN BATIK DI USAHA BATIK PANDANSARI, PLUPUH, SRAGEN
Making batik designs requires the ability to visualize ideas for motifs or decorations. This process relies on the ability to move the visual processing process which was originally still an idea into something real, which can be seen in the form of an image. The ability to visualize is important because from this process motifs, patterns and decorations can be created. This work is quite complicated, requires precision, patience and takes time. When there are many orders, the work of drawing mo...
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MENINGKATKAN DAYA TARIK PEMBELAJARAN INFORMATIKA MELALUI DESAIN VISUAL DENGAN CANVA DI SMA NEGERI 1 BRINGIN KABUPATEN SEMARANG
Wismarini, Theresia Dwiati
; Murti, Hari
; Lestariningsih, Endang
; Redjeki, Rara Sriartati
; Hartono, Budi
; Anwar, Sariyun Naja
; Lusiana, Veronica
; Ardhianto, Eka
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 5
, No 2
(2025)
The rapid development of information technology requires teachers to present learning materials in a creative and visual manner. Informatics teachers at SMA Bringin face challenges in creating visually engaging teaching materials due to limited graphic design knowledge, which results in low student engagement and less effective delivery of content. To address this issue, a community service activity in the form of Canva training for informatics teachers at SMA Bringin was conducted. This activit...
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Analysis of the Use of Conversation Methods to Stimulate Children's Speaking Skills in Group A
Hidayah, Rizka
; Hariyanti, Dwi Prasetiyawati Diyah
; Purwadi
; Munawar, Muniroh
; Pusari, Ratna Wahyu
; Luthfy, Perdana Afif
Paudia
Vol 14
, No 3
(2025)
The background of this study is children's speaking ability. Based on observations obtained: 1) Children are not yet able to answer simple questions given by the teacher. 2) Children feel embarrassed when speaking in front of their friends. 3) Children do not yet dare to express their ideas and opinions. This type of research uses Classroom Action Research. The data source of this study is based on informants and notes. The informants in this study were the principal and teachers of group A. The...
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Pembagian Royalti Hak Cipta Lagu sebagai Harta Bersama Pasca Putusnya Perkawinan dalam Perspektif Hukum Kekayaan Intelektual dan Hukum Perdata di Indonesia
AMNESTI : Jurnal Hukum
Vol 7
, No 2
(2025)
Setiap individu tidak ada yang menginginkan terjadinya perceraian di dalam rumah tangga mereka. Setelah terjadinya perceraian mengakibatkan konflik kepemilikan harta kekayaan, salah satunya royalti hak cipta pada lagu. Di Indonesia ada 3 (tiga) kebijakan hukum yang diberlakukan, yaitu Undang-Undang Nomor 1 tahun 1974 tentang Perkawinan, Hukum Islam dan KUHPerdata. Seringkali, ketika harta bersama dipisahkan karena perceraian, ada kemungkinan konflik yang kompleks terkait pembagian royalti. Perta...
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