Prediction of international rice production using long short- term memory and machine learning models
Rice, a staple food source globally, is in high demand and production across the world. Its consumption varies in different countries, with each nation having its unique way of incorporating rice into its diet. Recognizing the global nature of rice, its production is a crucial aspect of ensuring its...
| Main Authors: | Arya, Suraj, Anju, ., Nor Azuana, Ramli |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Institute of Advanced Engineering and Science (IAES)
2025
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/43458/ http://umpir.ump.edu.my/id/eprint/43458/1/document.pdf |
Similar Items
Predicting the stress level of students using supervised machine learning and artificial neural network (ANN)
by: Arya, Suraj, et al.
Published: (2024)
by: Arya, Suraj, et al.
Published: (2024)
Comparison of recurrent neural network and long-short term memory technique in predicting mortality rate in Malaysia
by: Anupriya, S., et al.
Published: (2023)
by: Anupriya, S., et al.
Published: (2023)
Predicting Bitcoin and Ethereum prices using long short-term memory and gated recurrent unit
by: Mohd Haziq, Abdul Hadi, et al.
Published: (2023)
by: Mohd Haziq, Abdul Hadi, et al.
Published: (2023)
Predicting Malaysian stock market with relative strength index and moving average convergence-divergence indicators using long short-term memory
by: S., Khairudin, et al.
Published: (2024)
by: S., Khairudin, et al.
Published: (2024)
The influence of short-term and long-term memories in learning algebra in distance education system
by: Lee , Ya Ling, et al.
by: Lee , Ya Ling, et al.
The implementation of long-short term memory for tourism industry in Malaysia
by: Siti Aishah Tsamienah, Taib, et al.
Published: (2025)
by: Siti Aishah Tsamienah, Taib, et al.
Published: (2025)
Convolutional long short-term memory for fileless malware detection
by: Kareegalan, Kunaprasan, et al.
Published: (2025)
by: Kareegalan, Kunaprasan, et al.
Published: (2025)
Long Short-Term Memory Network for Human Activity Classification
by: Welhenge, Anuradhi, et al.
Published: (2020)
by: Welhenge, Anuradhi, et al.
Published: (2020)
Convolutional Long Short-Term Memory for fileless malware detection
by: Kareegalan, Kunaprasan
Published: (2024)
by: Kareegalan, Kunaprasan
Published: (2024)
Prediction of dengue cases using the attention-based long short-term memory (LSTM) approach
by: Majeed, Mokhalad A., et al.
Published: (2023)
by: Majeed, Mokhalad A., et al.
Published: (2023)
Human activity classification using long short-term memory network
by: Malshika Welhenge, Anuradhi, et al.
Published: (2019)
by: Malshika Welhenge, Anuradhi, et al.
Published: (2019)
Handwritten Bangla numeral recognition using deep long short term memory
by: Ahmed, Mahtab, et al.
Published: (2017)
by: Ahmed, Mahtab, et al.
Published: (2017)
Lower limb torque prediction for sit-to-walk strategies using long short-term memory neural networks
by: Perera, Chamalka Kenneth, et al.
Published: (2024)
by: Perera, Chamalka Kenneth, et al.
Published: (2024)
Hybrid least squares support vector machines for short term predictive analysis
by: Zuriani, Mustaffa, et al.
Published: (2017)
by: Zuriani, Mustaffa, et al.
Published: (2017)
Examining the impact of structural breaks on long memory of stock returns: evidence from Bombay stock exchange of India long memory / Anju Bala and Kapil Gupta
by: Bala, Anju, et al.
Published: (2020)
by: Bala, Anju, et al.
Published: (2020)
Audiovisual classification of vocal outbursts in human conversation using long-short-term memory networks
by: Eyben, F., et al.
Published: (2011)
by: Eyben, F., et al.
Published: (2011)
Short term forecasting based on hybrid least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2018)
by: Zuriani, Mustaffa, et al.
Published: (2018)
A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory
by: Ding, L., et al.
Published: (2018)
by: Ding, L., et al.
Published: (2018)
Electrocorticography based motor imagery movements classification using long short-term memory (LSTM) based on deep learning approach
by: Rashid, Mamunur, et al.
Published: (2020)
by: Rashid, Mamunur, et al.
Published: (2020)
Blood Pressure Estimation from PPG with Motion Artifacts using Long Short Term Memory Network
by: Welhenge, Anuradhi, et al.
Published: (2022)
by: Welhenge, Anuradhi, et al.
Published: (2022)
Verbal working memory and short-term memory : bilingual vs monolingual children
by: Ozfidan, Burhan
Published: (2021)
by: Ozfidan, Burhan
Published: (2021)
Short-Term Prediction Models Of Pm10 Concentrations In Peninsular Malaysia Using Multivariate Time Series And Machine Learning Methods
by: Ramli, Norazrin
Published: (2021)
by: Ramli, Norazrin
Published: (2021)
Structural damage quantification using long short-term memory (LSTM) auto-encoder and impulse response functions
by: Chencho,, et al.
Published: (2024)
by: Chencho,, et al.
Published: (2024)
Specific heat capacity extraction of soybean oil/mxene nanofluids using optimized long short-term memory
by: Qazani, Mohammad Reza Chalak, et al.
Published: (2024)
by: Qazani, Mohammad Reza Chalak, et al.
Published: (2024)
Bacterial preservation for short and long-term storage
by: Ahmad Raus, Raha
Published: (2016)
by: Ahmad Raus, Raha
Published: (2016)
Short term duty electrical machines
by: Arumugam, Puvaneswaran, et al.
Published: (2016)
by: Arumugam, Puvaneswaran, et al.
Published: (2016)
The influence of spatial pattern on visual short-term memory for contrast
by: Xing, Yue, et al.
Published: (2014)
by: Xing, Yue, et al.
Published: (2014)
Visit-to-visit (long-term) and ambulatory (short-term) blood pressure variability to predict mortality in an elderly hypertensive population
by: Chowdhury, Enayet, et al.
Published: (2018)
by: Chowdhury, Enayet, et al.
Published: (2018)
Solar rebound effects: Short and long term dynamics
by: Nguyen, Luan Thanh, et al.
Published: (2024)
by: Nguyen, Luan Thanh, et al.
Published: (2024)
In-depth review on machine learning models for long-term flood forecasting
by: Khairudin, Nazli Mohd, et al.
Published: (2022)
by: Khairudin, Nazli Mohd, et al.
Published: (2022)
Feature Adaptive and Cyclic Dynamic Learning Based on Infinite Term Memory Extreme Learning Machine
by: Al-Khaleefa, Ahmed Salih, et al.
Published: (2019)
by: Al-Khaleefa, Ahmed Salih, et al.
Published: (2019)
The Interacting Behavior of Short- and Long-memory Investors in Agent-based Model
by: Tan, Duoduo
Published: (2007)
by: Tan, Duoduo
Published: (2007)
Bilinguals vs. Multilinguals :the differences in short term memory and attention performances
by: Muhamed, Nurul Shuhadah
Published: (2006)
by: Muhamed, Nurul Shuhadah
Published: (2006)
Bilinguals vs. Multilinguals :the differences in short term memory and attention performances
by: Nurul Shuhadah, Muhamed.
Published: (2006)
by: Nurul Shuhadah, Muhamed.
Published: (2006)
A single bout of cycling exercise effects on short term memory
by: Mohbin, Najihah
Published: (2018)
by: Mohbin, Najihah
Published: (2018)
Short-And long-Term tracking of anionic ultrasmall nanoparticles in kidney
by: Liang, X., et al.
Published: (2016)
by: Liang, X., et al.
Published: (2016)
Power amplifier memory polynomial predistorter for long term evolution application
by: Mazidi, Hossein
Published: (2015)
by: Mazidi, Hossein
Published: (2015)
Gold as an Inflation Hedge: Long term and short term evidence with allowances for structural breaks
by: Roddha, Angad C
Published: (2013)
by: Roddha, Angad C
Published: (2013)
Short term and long term aging effects of modified rubber polymer asphalt binder
by: Putra Jaya, Ramadhansyah, et al.
Published: (2018)
by: Putra Jaya, Ramadhansyah, et al.
Published: (2018)
Restoration Of Missing Meteorological Data For Long Term Monitoring Using Machine Learning
by: Lee, Shuan Chung
Published: (2021)
by: Lee, Shuan Chung
Published: (2021)
Similar Items
-
Predicting the stress level of students using supervised machine learning and artificial neural network (ANN)
by: Arya, Suraj, et al.
Published: (2024) -
Comparison of recurrent neural network and long-short term memory technique in predicting mortality rate in Malaysia
by: Anupriya, S., et al.
Published: (2023) -
Predicting Bitcoin and Ethereum prices using long short-term memory and gated recurrent unit
by: Mohd Haziq, Abdul Hadi, et al.
Published: (2023) -
Predicting Malaysian stock market with relative strength index and moving average convergence-divergence indicators using long short-term memory
by: S., Khairudin, et al.
Published: (2024) -
The influence of short-term and long-term memories in learning algebra in distance education system
by: Lee , Ya Ling, et al.