Article Per Year (5 Year)
p-Index From 2020 - 2025
5.72
P-Index
This Author published in this journals
All Journal Jurnal Sinergi Jurnal Akuntansi & Auditing Indonesia Jurnal Teknik ITS e-Jurnal Kewirausahaan Jurnal Online Mahasiswa (JOM) Bidang Teknik dan Sains Jurnal Ilmiah KOMPUTASI Jurnal Mirai Management Syntax Literate: Jurnal Ilmiah Indonesia Laga-Laga: Jurnal Seni Pertunjukan JURNAL UNIZAR LAW REVIEW Jurnal Pengabdian Magister Pendidikan IPA Jurnal Agregasi Jurnal Jatiswara Jurnal Linguistik Komputasional PERENNIAL JMB : Jurnal Manajemen dan Bisnis Buletin LOUPE (Laporan Umum Penelitian) Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Jurnal Fakultas Ilmu Keislaman UNISA Kuningan Islamika Granada Equity: Jurnal Akuntansi Multica Science and Technology Journal Physical Health Recreation (JPHR) Abdimas Awang Long: Jurnal Pengabdian dan Pemberdayaan Masyarakat Jurnal Risalah Kenotariatan EKONOMIKA45 Jurnal Akuntansi dan Keuangan Sisfo: Jurnal Ilmiah Sistem Informasi Jurnal Dunia Pendidikan INFORMATIKA Bandung Conference Series: Business and Management Jurnal Pelayanan dan Pengabdian Masyarakat Indonesia Jurnal Indonesia Sosial Teknologi Journal of Economic Education and Entrepreneurship Studies Lingkar : Journal of Environmental Engineering Riset Ilmu Manajemen Bisnis dan Akuntansi COCOS The International Science of Health Journal Jurnal Ekonomi dan Bisnis IJES : Indonesian Journal of Environmental Sustainability. LEMBARAN PUBLIKASI MINYAK DAN GAS BUMI Multidisciplinary Indonesian Center Journal JURNAL PENGABDIAN KEPADA MASYARAKAT UNISA KUNINGAN
Arief Rahman
Unknown Affiliation
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mechanical Engineering Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

Published : 52 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : INFORMATIKA

 1 
PERAMALAN SUHU UDARA MENGGUNAKAN ALGORITMA LONG SHORT TERM MEMORY Yulian Ansori; Arief Rahman; Febriyanti Darnis; Miftahus Sholihin
Informatika: Jurnal Teknik Informatika dan Multimedia Vol. 5 No. 1 (2025): MEI : JURNAL INFORMATIKA DAN MULTIMEDIA
Publisher : LPPM Politeknik Pratama Kendal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/informatika.v5i1.1033

Abstract

This study presents an air temperature forecasting model employing the Long Short-Term Memory (LSTM) algorithm to address the challenges posed by climate variability and extreme weather conditions. Historical daily temperature data from NASA POWER—collected between January 1, 2014, and December 31, 2024, in Serang City (totaling 4,018 records)—were used. The data were normalized using a min–max scaling technique and divided into training (70%) and testing (30%) sets. Multiple experimental scenarios were run by varying the number of training epochs and the hidden layer unit counts. The optimal configuration was achieved in Scenario 7, which incorporated two hidden layers, each with 50 units, and employed 30 epochs; this setup yielded a prediction accuracy of 98.4% with a Root Mean Squared Error (RMSE) of 27.11. The results indicate that the LSTM model effectively captures the seasonal variations and long-term trends in air temperature, making it a reliable tool for forecasting and supporting decision-making in climate adaptation strategies. Keywords: Air Temperature Forecasting, Long Short-Term Memory, Deep Learning, Climate Change, Data Normalization.
Co-Authors . Budiaman Adrian Indarti Agus Khobir Permana Akbar, Moch Malik Akrom, Akrom Ali Muhdor Alwi Fahruzy Nasution Amrulloh, Rifqi Angga Pratama Anindhita Satria Mahendra Ansari Harahap, Dedy Anugrah Dwi Putra Aulia Helmina Putri Aulia Ramadanisti Ayu Praditias Sumono Putri Ayu Purwarianti Budi Winarni Damai Syah Halawa Dea Ayu Rahmadini Desi kusrini Diah Astuti Diman Ade Mulada Diman Ade Mulada Diman Ade Mulada, Diman Ade Ella Suzanna Elmi Nurvianti Epi Supriyani Siregar Erwan Efendi Fatin Nadifa Tarigan Febriyanti Darnis Ferry Herdianto Fitriyah Kusuma Devi Gunawan Wibisono Guntur Adham Syahputra Hendry Setyawans Sutedjo Heny Fitriani Humairo Aziza Humairo Aziza Husnawati Yahya Ika Amalia Imam Syahrobani Irma Yurni Jayen, Fredy Jemmy Najoan Ketut Ayusia Madewi Khairul Fadly Kurnia Nur Widyasari kusrini, Desi kusrini Mahsina Maria G.M. Polii Maria Haryanti Butarbutar Miftahus Sholihin Muchlis Saputra Mudatstsir, Mudatstsir Muhammad Aqil Al Munawar Muhammad Syapari Mulyadi Abdul Wahid Neneng Wahyuni Neni Nuraini Neni Nurhayati Nofridayati Nofridayati Pandu Rochman Suosa Putra Pelita Ramadhaniah Priyo Susilo R Dewi Mutia Farida Ragiel Pangestu Rahmat Novrianda Dasmen Rahmawati Rahmawati Reni Rohidin Rohidin Rossy Mirasari Sahdin Hasibuan Sapriyadi, Wandi Shinta Andriyani Shinta Andriyani Sri Djuniati Sri Ngapiyatun Srilasmawanti Srilasmawanti Sritomo Wignjosoebroto Sukariyan Sumarno Sumarno Supanca Ade Putri Tina Lestari Tuti Tursilah Warto Utomo Wartomo Wiwiek Wahyuningsih Wiwiek Wahyuningsih Yulian Ansori Zahratul Fitri