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Banana Peel-Derived Activated Carbon/MnO₂ Composites for Supercapacitor Electrode Applications
Herwanti, Katarina
; Saptono Nugrohadi
; Muhammad Taufiq Anwar
; Stanislaus Christo Petra Nugraha
; Dail Umamil Asri
; Noening Andrijati
Banana peel waste is an abundant agricultural by-product with high carbon content but remains largely underutilized. This study presents a preliminary investigation into the conversion of banana peel waste into activated carbon and its integration with manganese dioxide (MnO₂) to produce biomass-derived composite electrodes for supercapacitor applications. Activated carbon was prepared by carbonization followed by chemical activation using 30 wt% H₃PO₄, while MnO₂–carbon composites were synthesi...
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LDWFOX Optimization for Hyperparameter Tuning of Inception CNN in UAV-Based Vegetation Density Mapping
Pramunendar, Ricardus Anggi
; Alomoush, Ashraf
; Prabowo, Dwi Puji
; Megantara, Rama Aria
; Alzami, Farrikh
; Winarsih, Nurul Anisa Sri
; Pergiwati, Dewi
; Shidik, Guruh Fajar
Vegetation density classification from UAV imagery is a practical necessity in fire-prone landscapes, since fuel load on the ground directly informs risk management decisions. Convolutional neural networks handle this classification reasonably well, but good performance requires careful hyperparameter tuning, and manual trial and error produces results that are unstable and hard to reproduce. This study proposes LDW-FOX, a modified FOX metaheuristic using a Linearly Decreasing Weight mechanism t...
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Rekonstruksi Kurikulum Berbasis Outcome-Based Education (OBE) dalam Proses Pembelajaran: Studi Kasus di FKIP Universitas Ivet
Journal of Informatics Education
Vol 9
, No 1
(2026)
Pergeseran paradigma pendidikan tinggi menuntut LPTK mengadopsi kurikulum Outcome-Based Education (OBE) demi menjamin mutu lulusan yang relevan dengan abad ke-21. Namun transisi dari model konvensional sering kali menghadapi resistensi kultural dan hambatan struktural di lapangan. Penelitian ini bertujuan untuk menganalisis rekonstruksi dokumen kurikulum, dinamika transformasi proses pembelajaran dosen, dan sistem asesmen serta respons mahasiswa dalam implementasi OBE. Menggunakan pendekat...
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Optimizing Acoustic Fingerprinting for Synchronized Audio Binary Matching
As interconnected devices proliferate, secure and efficient pairing methods are critical. Environmental acoustic signals offer a promising solution, but their effectiveness depends on robust audio features that perform well across varying conditions. This study investigates optimal audio features for fingerprinting, focusing on synchronized audio in time-frequency domains. Six diverse datasets were collected across controlled environments to simulate real-world scenarios. Thirteen audio features...
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Increasing Quality and Competitiveness of Witpari Culinary MSMEs Through Modern Production and Digital Marketing
Murwanti, Sri
; Aditomo, Imam Riefly
; Zulaekah, Siti
; Faishal, Afif
; Ihsan, Fauzan Muhammad
; Haryoko, Heilin Alber Siva
Abdi Psikonomi
(2026)
Rural culinary MSMEs frequently face structural constraints in production efficiency, packaging standardization, and technological literacy, limiting their competitiveness in tourism-based markets. This community service program aimed to strengthen production capacity and hygienic packaging practices within the Witpari Culinary MSME Community in Kemuning Village, Karanganyar. The intervention provided two spinner oil-draining machines and five heat sealer units, supported by participatory techni...
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Analysis of the Influence Service Quality on Outpatient Satisfaction at Mojosongo Boyolali Community Health Center Moderated by Payment Type
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 7
, No 1
(2026)
Service quality is a factor that can influence the level of patient satisfaction in obtaining health services. This study aims to determine how service quality can influence outpatient satisfaction with the type of payment as a moderating variable at the Mojosongo Boyolali Community Health Center. This study used a quantitative analytical method with a cross-sectional approach. The number of samples in this study was 355 respondents selected using a simple random sampling technique. Data were co...
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ECCFD-GNN: A Novel Risk-Sensitive Graph Neural Network Model for Fraudulent Transaction Detection
The study presents the integration of machine learning techniques for detecting the credit card fraud. Its integration maintains a behavioral profile of cardholders and other parameters like location, frequency, amount etc. resulting in the timely detection of any anomaly from the normal behavior. A novel approach ECCFD-GNN (Enhanced Credit Card Fraud Detection based on Graph Neural networks) is proposed enhancing the performance of fraud detection. The various behavioral indicators taken into c...
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Comparative Analysis of Manual and Electronic Medical Record Data Quality at Panti Waluyo Yakkum Hospital, Surakarta
Nurfika, Nurfika
; Wulandari, Sri
; Iskandar, Dwi
; Nurfika, Nurfika
; Wulandari, Sri
; Iskandar, Dwi
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 7
, No 1
(2026)
The quality of medical record data is an important component in supporting the quality of health services, decision making, and continuity of patient services. This study aims to compare the quality of manual and electronic medical record data based on the completeness of the discharge summary at Panti Waluyo Yakkum Hospital, Surakarta. The research method used a comparative quantitative design with a cross-sectional approach on 756 samples, consisting of 378 manual medical records and 378 elect...
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Analysis of the Efficiency of Universal Bacterial Filters with the Adapter Port on the GE Carescape R860 Ventilator Using the Uncertainty Method
Pramusinto, Dian Bambang
; Dwi Prasetyowati, Sri Arttini
; Pramusinto, Dian Bambang
; Dwi Prasetyowati, Sri Arttini
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 7
, No 1
(2026)
The frequency of filter replacement that must always be replaced increases the hospital's budget requirements for consumables (BHP). An alternative solution is to replace the original filter with a universal filter with the addition of ports so that it can be compatible on the ventilator machine. This study aims to analyze the effect of using universal bacterial filters modified with ports to be compatible with ventilators. The research was conducted with a quantitative approach and internal and...
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Analysis of Factors Affecting the Length of Postoperative Patient Care at RSUD Bung Karno Surakarta
-, Dyah Ayu Pitaloka
; Wulandari, Sri
; Widyoko, Aries
; Ayu Pitaloka, Dyah
; Wulandari, Sri
; Widyoko, Aries
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 7
, No 1
(2026)
A health service facility is a tool and/or place used to carry out health service efforts, both promotive, preventive, curative and rehabilitative. Hospitals must pay attention to the quality and safety of patients. One of the indicators of the quality of hospital inpatient services is Length of Stay (LOS). This study aims to analyze the factors that affect the Length of Stay (LOS) of postoperative patients at Bung Karno Hospital Surakarta and determine the most dominant factors. The research me...
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