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[HTML][HTML] Multi-source information fusion: Progress and future
Abstract Multi-Source Information Fusion (MSIF), as a comprehensive interdisciplinary field
based on modern information technology, has gained significant research value and …
based on modern information technology, has gained significant research value and …
[PDF][PDF] Predicting stock market movements using neural networks: a review and application study
AT Oyewole, OB Adeoye, WA Addy… - Computer Science & …, 2024 - researchgate.net
Oyewole, Adeoye, Addy, Okoye, Ofodile, & Ugochukwu, P. 651-670 Page 652 performance
of neural network models in capturing complex market patterns and adapting to volatility …
of neural network models in capturing complex market patterns and adapting to volatility …
A novel deep dual self-attention and Bi-LSTM fusion framework for Parkinson's disease prediction using freezing of gait: a biometric application
Parkinson's disease (PD) disorder is caused by the imbalance of inhibitory dopamine and
excitatory acetylcholine neurotransmitters, which causes hindrance in locomotion. Freezing …
excitatory acetylcholine neurotransmitters, which causes hindrance in locomotion. Freezing …
Identifying Bulls and bears? A bibliometric review of applying artificial intelligence innovations for stock market prediction
The literature on stock forecasting using the innovative technique of Artificial Intelligence (AI)
has become overwhelming, making it quite challenging for academics and relevant …
has become overwhelming, making it quite challenging for academics and relevant …
Climate change attention and carbon futures return prediction
This study explores the predictive effect of climate change attention on carbon futures
returns. Using climate‐related Google Trends and news, we construct five dimensions of the …
returns. Using climate‐related Google Trends and news, we construct five dimensions of the …
Characteristic evaluation via multi-sensor information fusion strategy for spherical underwater robots
Currently, most of the existing fusion methods ignore the rich multi-source information of
different types of sensor nodes in the underwater unknown environment, which makes it …
different types of sensor nodes in the underwater unknown environment, which makes it …
A systematic survey of AI models in financial market forecasting for profitability analysis
Artificial intelligence (AI)-based models have emerged as powerful tools in financial markets,
capable of reducing investment risks and aiding in selecting highly profitable stocks by …
capable of reducing investment risks and aiding in selecting highly profitable stocks by …
[HTML][HTML] Stock market prediction using deep reinforcement learning
Stock value prediction and trading, a captivating and complex research domain, continues to
draw heightened attention. Ensuring profitable returns in stock market investments demands …
draw heightened attention. Ensuring profitable returns in stock market investments demands …
StockGAN: robust stock price prediction using GAN algorithm
Stock market predictions help investors benefit in the financial markets. Various papers have
proposed different techniques in stock market forecasting, but no model can provide …
proposed different techniques in stock market forecasting, but no model can provide …
Synthetic data generation with deep generative models to enhance predictive tasks in trading strategies
D Carvajal-Patiño, R Ramos-Pollán - Research in International Business …, 2022 - Elsevier
This work develops machine learning (ML) predictive models on price signals for financial
instruments and their integration into trading strategies. In general, ML models have been …
instruments and their integration into trading strategies. In general, ML models have been …