Improving the Forecasting Accuracy Based on the Lunar Calendar in Modeling Rainfall Levels Using the Bi-LSTM Method through the Grid Search Approach

Improving the Forecasting Accuracy Based on the Lunar Calendar in Modeling Rainfall Levels Using the Bi-LSTM Method through the Grid Search Approach

Rainfall is one of the climatic factors that influence various human activities and affect decision making in daily life activities. High intensity of rainfall can turn into a threat and cause serious problems such as causing various natural disasters. Therefore, it is essential to conduct rainfall...

Full description

Bibliographic Details
Main Authors:	Gumgum Darmawan, Budhi Handoko, Defi Yusti Faidah, Dian Islamiaty
Format:	Article
Language:	English
Published:	Hindawi Limited 2023-01-01
Series:	The Scientific World Journal
Online Access:	http://dx.doi.org/10.1155/2023/1863346

Similar Items

Prediksi Harga Saham Syariah menggunakan Bidirectional Long Short Term Memory (BiLSTM) dan Algoritma Grid Search
by: Dian Islamiaty Puteri, et al.
Published: (2024-02-01)

Analysis of Solar and Lunar Motions in the Seonmyeong Calendar
by: Ki-Won Lee
Published: (2019-06-01)

Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM<sub>2.5</sub> Level
by: Tafia Hasna Putri, et al.
Published: (2024-01-01)

Lunar calendar practices in Islamic, Chinese, Hindu and other civilizations /
Published: (2000)

Field Data Forecasting Using LSTM and Bi-LSTM Approaches
by: Paweena Suebsombut, et al.
Published: (2021-12-01)

The development of an information system on solar, lunar and lunisolar calendar for an education purpose /
by: 331001 Navaratnam, Xavier T.
Published: (2004)

Real-time load forecasting model for the smart grid using bayesian optimized CNN-BiLSTM
by: Daohua Zhang, et al.
Published: (2023-05-01)

Wavelet LSTM for Fault Forecasting in Electrical Power Grids
by: Nathielle Waldrigues Branco, et al.
Published: (2022-10-01)

Improving Stock Price Prediction Accuracy with StacBi LSTM
by: Mohammad Diqi, et al.
Published: (2024-01-01)

Correction model for rainfall forecasts using the LSTM with multiple meteorological factors
by: Chang‐Jiang Zhang, et al.
Published: (2020-01-01)

ANALISIS EFEKTIVITAS PEMBELAJARAN DARING DAN LURING PADA ERA ENDEMIK COVID-19
by: Defi Yusti Faidah, et al.
Published: (2023-12-01)

Daily Prediction and Multi-Step Forward Forecasting of Reference Evapotranspiration Using LSTM and Bi-LSTM Models
by: Dilip Kumar Roy, et al.
Published: (2022-02-01)

Forecasting Cryptocurrency Prices Using LSTM, GRU, and Bi-Directional LSTM: A Deep Learning Approach
by: Phumudzo Lloyd Seabe, et al.
Published: (2023-02-01)

Application of VMD–SSA–BiLSTM algorithm to smart grid financial market time series forecasting and sustainable innovation management
by: Chengran Yin, et al.
Published: (2023-07-01)

A CNN–BiLSTM Architecture for Macroeconomic Time Series Forecasting
by: Alessio Staffini
Published: (2023-06-01)

BiLSTM-FCN based vibration signal diagnosis of smart grid cables
by: Fang Chunhua, et al.
Published: (2024-01-01)

HyBiLSTM: Multivariate Bitcoin Price Forecasting Using Hybrid Time-Series Models With Bidirectional LSTM
by: Anny Mardjo, et al.
Published: (2024-01-01)

A hybrid rainfall-runoff model: integrating initial loss and LSTM for improved forecasting
by: Wei Wang, et al.
Published: (2023-10-01)

Bidirectional Long Short-Term Memory (Bi-LSTM) Hourly Energy Forecasting
by: Wibawa Aji Prasetya, et al.
Published: (2024-01-01)

AM-Bi-LSTM: Adaptive Multi-Modal Bi-LSTM for Sequential Recommendation
by: Kazuma Ohtomo, et al.
Published: (2024-01-01)

Enhancing Cryptocurrency Price Forecasting Accuracy: A Feature Selection and Weighting Approach With Bi-Directional LSTM and Trend-Preserving Model Bias Correction
by: Muhammed Rafi, et al.
Published: (2023-01-01)

Improving Accuracy using The ASERLU layer in CNN-BiLSTM Architecture on Sentiment Analysis
by: Sandi Hermawan, et al.
Published: (2021-10-01)

Forecasting Tourist Arrivals to Sangiran Using Fuzzy with Calendar Variations
by: Sulandari, Winita, et al.
Published: (2022)

Calendar Effect and In-Sample Forecasting Applied to Mesothelioma Mortality Data
by: Alex Isakson, et al.
Published: (2021-09-01)

Energy Demand Load Forecasting for Electric Vehicle Charging Stations Network Based on ConvLSTM and BiConvLSTM Architectures
by: Faisal Mohammad, et al.
Published: (2023-01-01)

Short-term wind power forecasting through stacked and bi directional LSTM techniques
by: Mehmood Ali Khan, et al.
Published: (2024-03-01)

Bi-LSTM and partial mutual information selection-based forecasting groundwater salinization levels
by: A. Muniappan, et al.
Published: (2023-12-01)

BiLSTM Network-Based Approach for Solar Irradiance Forecasting in Continental Climate Zones
by: Mohammed A. Bou-Rabee, et al.
Published: (2022-03-01)

BiLSTM- and GNN-Based Spatiotemporal Traffic Flow Forecasting with Correlated Weather Data
by: Abdullah Alourani, et al.
Published: (2023-01-01)

Calendar
by: 5618 University of Glasgow

Establishment of rainfall erosivity calendar at main cities of peninsular Malaysia / Nur Zarina Zakaria
by: Zakaria, Nur Zarina
Published: (2007)

Short-Term Load Forecasting Using an LSTM Neural Network for a Grid Operator
by: Joan Sebastian Caicedo-Vivas, et al.
Published: (2023-12-01)

Bi-LSTM, GRU and 1D-CNN models for short-term photovoltaic panel efficiency forecasting case amorphous silicon grid-connected PV system
by: Abdellatif Ait Mansour, et al.
Published: (2024-03-01)

Short-Term Stock Correlation Forecasting Based on CNN-BiLSTM Enhanced by Attention Mechanism
by: An Luo, et al.
Published: (2024-01-01)

HVAC Load Forecasting Based on the CEEMDAN-Conv1D-BiLSTM-AM Model
by: Zhicheng Xiao, et al.
Published: (2023-11-01)

Short-Term Load Forecasting with an Ensemble Model Based on 1D-UCNN and Bi-LSTM
by: Wenhao Chen, et al.
Published: (2022-10-01)

Electricity Theft Detection in Smart Grids Using a Hybrid BiGRU–BiLSTM Model with Feature Engineering-Based Preprocessing
by: Shoaib Munawar, et al.
Published: (2022-10-01)

Calendar/ [mikrofis]
by: 9304 University of Canterbury
Published: (1991)

Of time and the calendar /
by: 257630 Achelis, Elisabath
Published: (1955)

Academic calendar/
by: 10123 Technical University of Nova Scotia