Improved Whale Optimization Algorithm with LSTM for Stock Index Prediction

QRコード

Improved Whale Optimization Algorithm with LSTM for Stock Index Prediction

After the COVID-19 pandemic, the global economy began to recover. However, stock market fluctuations continue to affect economic stability, making accurate predictions essential. This study proposes an Improved Whale Optimization Algorithm (IWOA) to optimize the parameters of the Long Short-Term Mem...

書誌詳細
出版年:	International Journal of Advanced Computer Science and Applications
第一著者:	Sun Y.; Mutalib S.; Tian L.
フォーマット:	論文
言語:	English
出版事項:	Science and Information Organization 2025
オンライン･アクセス:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85216886232&doi=10.14569%2fIJACSA.2025.0160128&partnerID=40&md5=a3d16ce1aafdcddf7c05b79262149e31

類似資料

Improved Whale Optimization Algorithm with LSTM for Stock Index Prediction
著者:: Sun, 等
出版事項: (2025)

A Novel Hybrid Model Based on CEEMDAN and Bayesian Optimized LSTM for Financial Trend Prediction
著者:: Sun, 等
出版事項: (2025)

Killer whale-backpropagation (KW-BP) algorithm for accuracy improvement of neural network forecasting models on energy-efficient data
著者:: 2-s2.0-85073501111
出版事項: (2019)

Artificial Neural Network-Salp-Swarm Algorithm for Stock Price Prediction
著者:: Mustaffa Z.; Sulaiman M.H.; Aziz A.A.
出版事項: (2024)

Hybrid whale optimization and pattern search algorithm for day-ahead operation of a microgrid in the presence of electric vehicles and renewable energies
著者:: 2-s2.0-85105544217
出版事項: (2021)

A Comprehensive Review of Swarm-Based Meta-Heuristic Algorithms for Optimizing LSTM Networks in Time Series Forecasting
著者:: 2-s2.0-85219566544
出版事項: (2024)

Connectedness among crude oil prices, stock index and metal prices: An application of network approach in the USA
著者:: 2-s2.0-85063253739
出版事項: (2019)

Prediction of Daily Air Pollutants Concentration and Air Pollutant Index Using Machine Learning Approach
著者:: Mustakim N.A.; Ul-Saufie A.Z.; Shaziayani W.N.; Noor N.M.; Mutalib S.
出版事項: (2023)

Comparative Analysis of Hybrid 1D-CNN-LSTM and VGG16-1D-LSTM for Lung Lesion Classification
著者:: Jafery, 等
出版事項: (2025)

Mangroves as a Carbon Sink/Stocks
著者:: 2-s2.0-85136587292
出版事項: (2021)

The impact of ownership structure on stock returns
著者:: 2-s2.0-79959648762
出版事項: (2010)

Enhanced Load Forecasting Using CNN-BiLSTM Models in University Buildings with Solar PV
著者:: Ahmad M.Z.; Dahlan N.Y.; Yasin Z.M.
出版事項: (2024)

Voltage collapse risk index prediction for real time system's security monitoring
著者:: 2-s2.0-84943138723
出版事項: (2015)

DEA portfolio selection in Malaysian stock market
著者:: 2-s2.0-84864823074
出版事項: (2012)

Enhancing Solar Energy Forecasting Accuracy Using LSTM Networks for Global Horizontal Irradiance
著者:: Mazmee A.N.A.; Zaini N.; Latip M.F.A.
出版事項: (2024)

Predictive Modelling Insights with Interpretable NARX - LIME for Geomagnetic Disturbance-Storm-Time Index
著者:: Mazlan, 等
出版事項: (2024)

Hyperparameter Analysis-based Long-Short Term Memory (LSTM) for Power Quality Disturbances Classification
著者:: Fadzli M.F.H.M.; Shahbudin S.
出版事項: (2024)

Optimizing Gaussian process regression (GPR) hyperparameters with three metaheuristic algorithms for viscosity prediction of suspensions containing microencapsulated PCMs
著者:: Hai T.; Basem A.; Alizadeh A.; Sharma K.; jasim D.J.; Rajab H.; Ahmed M.; Kassim M.; Singh N.S.S.; Maleki H.
出版事項: (2024)

Insider Stock Ownership and Earnings Persistence: Evidence from China
著者:: Minsi, 等
出版事項: (2025)

Short run stock overreaction: Evidence from Bursa Malaysia
著者:: 2-s2.0-79951766072
出版事項: (2010)

River water level prediction in coastal catchment using hybridized relevance vector machine model with improved grasshopper optimization
著者:: 2-s2.0-85106627990
出版事項: (2021)

Arm exoskeleton for rehabilitation following stroke by learning algorithm prediction
著者:: 2-s2.0-84925612427
出版事項: (2014)

Prediction of improved antimalarial chemoprevention with weekly dosing of dihydroartemisinin-piperaquine
著者:: Permala J.; Tarning J.; Nosten F.; White N.J.; Karlsson M.O.; Bergstrand M.
出版事項: (2017)

Multiclass Prediction of Diabetic Retinopathy Severity Using Machine Learning Algorithms
著者:: Aziz N.A.A.; Ali A.M.; Azamen N.T.N.N.; Osman R.
出版事項: (2024)

Optimal power flow using a hybridization algorithm of arithmetic optimization and aquila optimizer
著者:: Ahmadipour M.; Murtadha Othman M.; Bo R.; Sadegh Javadi M.; Mohammed Ridha H.; Alrifaey M.
出版事項: (2024)

Optimal power flow using a hybridization algorithm of arithmetic optimization and aquila optimizer
著者:: 2-s2.0-85175606133
出版事項: (2024)

Response of Financial Markets to COVID-19 Pandemic: A Review of Literature on Stock Markets
著者:: 2-s2.0-85139909436
出版事項: (2023)

Improving Air Pollution Prediction Modelling Using Wrapper Feature Selection
著者:: 2-s2.0-85138699784
出版事項: (2022)

HeartInspect: Heart Disease Prediction of an Individual Using Naïve Bayes Algorithm
著者:: 2-s2.0-85186683109
出版事項: (2023)

Combination of Eigenfactor™ and h-index to evaluate scientific journals
著者:: Yin C.-Y.; Aris M.J.; Chen X.
出版事項: (2010)

Shariah review of Brownian motion of Islamic stock market elements: establishing the benchmarks of Islamic econophysics
著者:: Shah S.A.A.; Fianto B.A.; Imtiaz B.; Sukmana R.; Mohd Ruslan R.A.H.
出版事項: (2023)

THE IMPACT OF GLOBAL ECONOMIC POLICY UNCERTAINTY AND VOLATILITY ON STOCK MARKETS: EVIDENCE FROM ISLAMIC COUNTRIES
著者:: 2-s2.0-85124464982
出版事項: (2022)

Assessing the stock market volatility for different sectors in Malaysia by using standard deviation and EWMA methods
著者:: 2-s2.0-85036658707
出版事項: (2017)

Predictive value of the World falls guidelines algorithm within the AGELESS-MELoR cohort
著者:: Lee S.J.S.; Tan M.P.; Mat S.; Singh D.K.A.; Saedon N.I.; Aravindhan K.; Xu X.J.; Ramasamy K.; Majeed A.B.A.; Khor H.M.
出版事項: (2024)

Predicting sea levels using ML algorithms in selected locations along coastal Malaysia
著者:: 2-s2.0-85168853997
出版事項: (2023)

The role of stock price in the linkage within integrated reporting and firm value: A comparative study in Indonesia
著者:: Saminem S.; Sulaiman S.; Mohamad M.
出版事項: (2024)

A systematic review on research trends, datasets, algorithms, and frameworks of children’s nutritional status prediction
著者:: 2-s2.0-85192215119
出版事項: (2024)

Association Between Body Mass Index and Depression, Anxiety, and Suicidality in University Students From Seven Regions of China: A Cross-Sectional Study
著者:: Siau C.S.; Lester D.; Lew B.; Kõlves K.; Huen J.M.Y.; Gunn J.F., 等
出版事項: (2025)

Optimal Exercise-Based Rehabilitation Characteristic in Improving Peak VO2 and Left Ventricular Ejection Fraction (LVEF) on Patients with Coronary Artery Disease (CAD): A Systematic Review and Meta-analysis
著者:: Azlan D.Z.B.; Ramlan N.Q.B.; Mustafa M.A.; Mutalib N.F.A.; Adnan R.; Pheng L.C.; Razak M.N.A.; Malek K.A.; Ismail H.
出版事項: (2024)

Optimal load shedding scheme using grasshopper optimization algorithm for islanded power system with distributed energy resources
著者:: Ahmadipour M.; Murtadha Othman M.; Salam Z.; Alrifaey M.; Mohammed Ridha H.; Veerasamy V.
出版事項: (2023)