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Menampilkan 1–10 dari 12 artikel
Comparative Deep Learning Models for Indonesian Gold Price Forecasting
Putra, Albi Pernata Jomantara
; Williamsyah, Baginda Mi’raj
; Rizal, Achmad
; Dewanta, Favian
; Prasasti, Anggunmeka Luhur
; Ziani, Said
This study evaluates LSTM, CNN-LSTM, LSTM-GRU, and CNN-LSTM-GRU architectures for forecasting Indonesian gold prices using 1,269 daily observations (2022–2025). Models utilized Bayesian-optimized hyperparameters and were benchmarked against ARIMA-GARCH and Random Forest baselines across 30-day and 365-day horizons. Performance was assessed via MAE, RMSE, R², and MAPE, confirming deep learning’s superiority in capturing non-linear dynamics over classical methods. The LSTM-GRU achieved the best nu...
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ANN-Based Mechanical Property Prediction of Bio-Fibre for Wind Turbine Blade Materials with FEM Validation
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2025)
The increasing demand for renewable energy highlights the need for sustainable materials in wind turbine blade design. Conventional fiberglass blades, while effective, present environmental and disposal challenges, motivating the exploration of bio-composites as greener alternatives. This study aims to develop and validate an integrated framework that combines experimental validation, Finite Element Method (FEM) pre-screening, Artificial Neural Networks (ANN), and Rule of Mixtures (RoM) validati...
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THE USE OF ANIMATED FILM BASED ON LOCAL WISDOM TO DEVELOP STUDENTS’ IDEAS ON WRITING NARRATIVE TEXT
English Research Journal : Journal of Education, Language, Literature, Arts and Culture
Vol 10
, No 1
(2025)
This study was aimed to describing the class condition when the animated film based on local wisdom is implemented in the teaching and learning activity of writing a narrative text and this study also aimed to find out whether the use of animated films based on local wisdom can develop students’ ideas on writing narrative text. The research used Classroom Action Research as the method of study. This research was conducted on May until August. The subject of the research was the students of XI F...
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PELATIHAN MATERI LOGIKA MATEMATIKA DAN INFORMATIKA BAGI PESERTA OSN SISWA SMA NEGERI 11 PURWOREJO
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 4
, No 2
(2024)
Abstract The National Science Olympiad (OSN) is one of the competing events in the field of science at the elementary, junior and senior high school levels. The implementation of OSN does not only rely on students, but involves school contributions. SMA Negeri 11 Purworejo participates in several OSN fields, one of which is Informatics. OSN in Informatics includes Mathematical Logic material and the preparation of coding scripts based on Programming Algorithms. Training and debriefing of OSN mat...
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Analisis Kinerja Simpang Taman Tirto Agung Semarang
Jurnal Teknik Sipil
Vol 16
, No 2
(2023)
The development of transportation in the city of Semarang, especially in the Banyumanik area, has an impact on increasing the movement of people, stuff and services. this greatly encourages an increase in transportation facilities and infrastructure in the Banyumanik area. An increase in the number of vehicles that is not matched by the development of infrastructure will cause conflicts on the road, especially at intersections or roundabouts. So far, on roads in the Banyumanik area, at certain h...
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Gambaran Tingkat Pengetahuan tentang Bantuan Hidup Dasar pada Relawan PMI dalam Kesiapsiagaan Bencana
ASJN (Aisyiyah Surakarta Journal of Nursing)
Vol 3
, No 2
(2022)
Latar Belakang :. Kasus kejadian pasien henti jantung sampai tiba di layanan gawat darurat membutuhkan waktu yang cukup lama dan tatalaksana awal pertolongan pertama ditempat kejadian. Sehingga korban harus segera mendapat pertolongan tindakan Bantuan Hidup Dasar (BHD), baik oleh petugas Kesehatan maupun orang awang yang pertama kali menemukan korban saat henti jantung Tujuan : Mengidentifikasi karakteristik relawan dan tingkat pengetahuan relawan tentang BHD. Metode : Jenis penelitian ini ada...
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Development of Electronic Teaching Material Containing South Kalimantan’s Traditional Game to Improving Students’ Problem-Solving Ability
Radiasi: Jurnal Berkala Pendidikan Fisika
Vol 15
, No 2
(2022)
The low problem-solving skills of students and the lack of ability of students to apply the physics concepts they have learned in real life have encouraged researchers to develop electronic teaching materials containing traditional South Kalimantan games. This research is expected to be able to obtain valid, practical, and effective electronic teaching materials so that they are feasible and can be applied in training students' problem-solving skills. This study uses the ADDIE model and includes...
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ANALISIS BIAYA DAN OUTCOME TERAPI PENGGUNAAN ANTIPSIKOTIKA PADA PASIEN RAWAT INAP SKIZOFRENIA RSJD SURAKARTA TAHUN 2021
Jurnal Ilmiah Kesehatan Ar-Rum
Vol 7
, No 1
(2022)
Skizofrenia merupakan penyakit kronis yang memerlukan biaya pengobatan yang cukup tinggi dan membutuhkan pengobatan jangka panjang sehingga membutuhkan biaya yang besar. Penelitian ini bertujuan untuk mengetahui gambaran penggunaan antipsikotika, biaya rata-rata pengobatan pasien skizofrenia dan outcome terapi penggunaan antipsikotika pada pasien skizofrenia. Penelitian ini menggunakan pendekatan deskriptif dengan rancangan cross-sectional dan pengambilan data secara retrospektif untuk memperole...
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Identification of Misconceptions in Jotform-Based Physics During The Covid-19 Pandemic
Radiasi: Jurnal Berkala Pendidikan Fisika
Vol 15
, No 1
(2022)
This research aims to explain the level of misconception experienced by students identified by the Four-Tier Diagnostic Test based on the JotForm for each subconcept of heat and heat transfer. The subject of this research were students of class XI MIPA 1 and MIPA 2 with a total of 78 students as respondents. The research method uses a qualitative descriptive research type. The research instrument is in the form Four-Tier Diagnostic Test questions using JotForm. Data collection techniques through...
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AKTIVASI PERAN BINA KELUARGA REMAJA DALAM PENGURANGAN RESIKO BENCANA BANJIR MENUJU KEMANDIRIAN BENCANA DIKAMPUNG KB PUCANGSAWIT,SURAKARTA
Sari, Dewi Kartika
; Widayati2, Rina Sri
; Istiqomah, Yulaikha
; Dewantara, Saftirta Gatra
; Mursito, Sandy Anwar
; Kusanti, Jani
Gemassika: Jurnal Pengabdian Kepada Masyarakat
Vol 4
, No 2
(2020)
Flood is a natural event caused by the overflowing of water out of the river channel because the volume of water exceeds the capacity of the available river channels. An area of overflow from a river is referred to as a flood-plain area. Kampung KB which is located in Pucang sawit Village, Jebres, Surakarta, is located along the side of the Bengawan Solo river, making this location prone to the impact of the overflowing of the Bengawan Solo river in this extreme weather. Therefore, disaster miti...
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