Rainfall Prediction in Palembang City Using the GRU and LSTM Methods

QR Code

Rainfall Prediction in Palembang City Using the GRU and LSTM Methods

Rainfall is one of the weather elements that are very important for the survival of an area. Palembang City, as one of the big cities in Indonesia, is heavily influenced by the level of rainfall that occurs every month. Variations in precipitation can affect various aspects of people's lives,...

Full description

Bibliographic Details
Main Authors:	Surta, Wijaya, Tri Basuki, Kurniawan, Edi Surya, Negara, Yesi Novaria, Kunang
Format:	Article
Language:	English
Published:	INTI International University 2023
Subjects:	QA75 Electronic computers. Computer science QA76 Computer software
Online Access:	http://eprints.intimal.edu.my/1730/ http://eprints.intimal.edu.my/1730/1/jods2023_04.pdf

Similar Items

Utilizing Support Vector Machines to Recognize Pattern Numbers on Sheet C1 Ballots
by: Agustian, David, et al.
Published: (2022)

Deep Learning Techniques for Wind Speed Forecasting at Palembang Airport
by: Akbar Rizki, Ramadhan, et al.
Published: (2024)

Enhancing Classification Algorithms with Metaheuristic Technique
by: Cokro, Nurwinto, et al.
Published: (2024)

A novel BiGRUBiLSTM model for Multilevel Sentiment Analysis Using Deep Neural Network with BiGRU-BiLSTM
by: Islam, Md Shofiqul, et al.
Published: (2021)

Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes
by: Dhea Noranita, Putri, et al.
Published: (2022)

The Role of Bank BRI's BRILink Digital Services to MSME Business Development in Palembang Using the UTAUT Approach
by: Agus, Wiranto, et al.
Published: (2023)

Development of Website Service Governance at the Muhammadiyah University Palembang Using the ITIL V3 Method
by: Kemas Muhammad, Wahyu Hidayat, et al.
Published: (2022)

Classification of Heart Disease Using a Stacking Framework of BiGRU, BiLSTM, and XGBoost
by: Haldi, Budiman, et al.
Published: (2024)

Analysis of Feature Selection Methods for Sentiment Analysis Concerning Covid-19 Vaccination Issues
by: Muhammad, Fajar, et al.
Published: (2023)

Features Selection in the Proposed Draft Sheet C1 for General Elections in Indonesia
by: Erin, Efriansyah, et al.
Published: (2023)

Analysis of Traffic Accident Patterns Using Association Rule Mining
by: Yudy, Pranata, et al.
Published: (2024)

Load Optimization with Shortest Distance Approach
by: Yusria, Lenitasari, et al.
Published: (2022)

Optimization Algorithms: A Comparison Study for Scheduling Problem at UIN Raden Fatah's Sharia and Law Faculty
by: Mustakim, ., et al.
Published: (2024)

Analysis of WLAN Network Quality Improvement at Bank Mandiri Palembang Sudirman Area using Per Connection Queue Method
by: Misinem, ., et al.
Published: (2023)

Evaluation and Comparative Analysis of Feature Extraction Methods on Image Data to increase the Accuracy of Classification Algorithms
by: Rachmad, Iqbal, et al.
Published: (2024)

Efficient Model for Waste Load and Route Optimization
by: Achmad, Nopransyah, et al.
Published: (2024)

Comparative Accuracy of Data Mining Models for Predicting Extreme Weather Events in West Sumatra
by: Desindra Deddy, Kurniawan, et al.
Published: (2024)

Palembang Aerodrome Weather Forecast for Palembang Sultan Mahmud Badaruddin II Airport
by: Isti Ma'atun, Nasichah, et al.
Published: (2022)

Poverty Classification in Indonesia Using BiGRU, BPNN, and Stacking AdaBoost Frameworks
by: Khalisha, Ariyani, et al.
Published: (2024)

Validation of Vote Counting Supervision Based on Vote Tally at West Bangka District
by: Ekariva Annas, Asmara, et al.
Published: (2022)

Analysis of New Student Admission Application for Bina Warga High School in Palembang
by: Helda, Yudiastuti, et al.
Published: (2024)

Bandwidth Analysis Using Simple Queue Method at Communication and Informatics Department of Palembang City
by: Frendi, Aquaris, et al.
Published: (2023)

Multiple Linear Regression for Predicting the Ship Booking Time: A Case Study at PT. Samudera Indonesia
by: Tri Basuki, Kurniawan, et al.
Published: (2023)

Utilizing Classifier Algorithms to Analyze Lending Activity at The Sumsel Babel Bank's Pagar Alam Branch
by: Muhammad, Ichsan, et al.
Published: (2023)

Waste Prediction in Gross Pollutant Trap Using Machine Learning Approach
by: Elpina, Sari, et al.
Published: (2023)

Water Level Prediction of Riam Kanan Dam Using ConvLSTM, BPNN, Gradient Boosting, and XGBoosting Stacking Framework (CLBGXGBoostS)
by: Usman, Syapotro, et al.
Published: (2024)

Daily rainfall prediction using clonal selection algorithm
by: Noor Rodi, Nur Syazwani, et al.
Published: (2012)

Ontology-based information retrieval for historical documents
by: Fatihah, Ramli, et al.
Published: (2017)

Multi-Label Text Classification for Indonesian Language IT Journal with K-Nearest Neighbors (KNN)
by: Redho Aidil, Iqrom, et al.
Published: (2023)

KLCC Tourism Chatbot based on Chatterbot and FlowXO Frameworks
by: Tri Basuki, Kurniawan, et al.
Published: (2022)

Sentiment Analysis on Users' Satisfaction for Mobile Banking Apps in Malaysia
by: Misinem, ., et al.
Published: (2022)

Using cascade CNN-LSTM-FCNs to identify AI-altered video based on eye state sequence
by: Muhammad Salihin, Saealal, et al.
Published: (2022)

Lung Cancer Classification Using Stacking Framework of BiLSTM, Logistic Regression, and XGBoost
by: Muhammad Nikho, Dwi Putra, et al.
Published: (2025)

Diabetes Classification Using a Framework Stacking of BiLSTM, Logistic Regression, and XGBoost
by: M. Rezqy, Noor Ridha, et al.
Published: (2024)

Analyzing and Developing a Mobile-Based Geographical Information System
by: Tri Basuki, Kurniawan, et al.
Published: (2023)

Analyzing the Requirement of Students’ Advisory System on Campus
by: Tri Basuki, Kurniawan, et al.
Published: (2023)

Analysis and Visualization of Incoming and Outgoing Mail Information System Based on Responsive Design
by: Tri Basuki, Kurniawan, et al.
Published: (2023)

Classification Algorithms to Determine Students’ Specialization in a Higher Education Institution
by: Tri Basuki, Kurniawan, et al.
Published: (2023)

Comparison of ELM, LSTM, and CNN Models in Breast Cancer Classification
by: Silvia, Ratna, et al.
Published: (2024)

Monthly rainfall prediction model of Peninsular Malaysia using clonal selection algorithm
by: Rodi, N.S.Noor, et al.
Published: (2018)