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2026
Synergizing transformer-based models and financial sentiment analysis: A framework for generative AI in economic decision-making
Journal of Economy and Technology
2025
Natural language processing in finance: A survey
Information Fusion
2025
Studies in Computational Intelligence
2025
A comprehensive review on financial explainable AI
Artificial Intelligence Review
2025
Are machine learning models effective in predicting emerging markets? Investigating the accuracy of predictions in emerging stock market indices
Quality & Quantity
2025
Do stock markets care about ESG and sentiments? Impact of ESG and investors' sentiment on share price prediction using machine learning
Annals of Operations Research
2025
3RD INTERNATIONAL CONFERENCE ON ENGINEERING AND SCIENCE TO ACHIEVE THE SUSTAINABLE DEVELOPMENT GOALS
2025
Balancing Explainability and Privacy in Bank Failure Prediction: A Differentially Private Glass-Box Approach
IEEE Access
2025
Modeling stock price trends and volatility in emerging markets using ARIMA and GARCH approaches
International Journal of ADVANCED AND APPLIED SCIENCES
2024
2024 2nd International Conference on Foundation and Large Language Models (FLLM)
2024
Semantic Analysis of Vaccine and Online Shopping‐Related Stock Forums During the COVID‐19 Pandemic
International Journal of Intelligent Systems
2024
Lecture Notes in Networks and Systems
2024
Financial Sentiment Analysis: Techniques and Applications
ACM Computing Surveys
2024
Trust in AI: progress, challenges, and future directions
Humanities and Social Sciences Communications
2024
Analyzing the critical steps in deep learning-based stock forecasting: a literature review
PeerJ Computer Science
2024
Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology
2024
2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)
2024
Stock Market and Employment During the COVID-19 Health Crisis
International Journal of Data Analytics
2024
Predict financial text sentiment: an empirical examination
Vilakshan - XIMB Journal of Management
2024
Enhancing User Trust and Interpretability in AI-Driven Feature Request Detection for Mobile App Reviews: An Explainable Approach
IEEE Access
2024
An integrated approach of ensemble learning methods for stock index prediction using investor sentiments
Expert Systems with Applications
2024
2024 IEEE 9th International Conference on Engineering Technologies and Applied Sciences (ICETAS)
2024
Multi-sentiment fusion for stock price crash risk prediction using an interpretable ensemble learning method
Engineering Applications of Artificial Intelligence
2024
2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS)
2024
Explainable artificial intelligence (XAI) in finance: a systematic literature review
Artificial Intelligence Review
2024
Reinforcement Learning-Based Multimodal Model for the Stock Investment Portfolio Management Task
Electronics
2024
Lecture Notes in Networks and Systems
2024
2024 26th International Multi-Topic Conference (INMIC)
2024
Lecture Notes in Networks and Systems
2024
Investigating Stock Prediction Using LSTM Networks and Sentiment Analysis of Tweets Under High Uncertainty: A Case Study of North American and European Banks
IEEE Access
2024
Predicting stock prices for Chinese performing arts companies using genetic algorithm-based backpropagation neural networks
Journal of Computational Methods in Sciences and Engineering
2024
Explainable AI approaches in deep learning: Advancements, applications and challenges
Computers and Electrical Engineering
2024
A Stock Prediction Method Based on Deep Reinforcement Learning and Sentiment Analysis
Applied Sciences
2024
Towards interpretable stock trend prediction through causal inference
Expert Systems with Applications
2024
Sentiment-driven deep learning framework for insider trading detection in Indian stock market
Journal of Economic Interaction and Coordination
2024
Fine-Tuning Retrieval-Augmented Generation with an Auto-Regressive Language Model for Sentiment Analysis in Financial Reviews
Applied Sciences
2024
Fusion of Technical Indicators and Sentiment Analysis in a Hybrid Framework of Deep Learning Models for Stock Price Movement Prediction
IEEE Access
2024
Explainable artificial intelligence approach towards classifying educational android app reviews using deep learning
Interactive Learning Environments
2023
2023 IEEE 14th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)
2023
Explainable Artificial Intelligence (XAI) for Internet of Things: A Survey
IEEE Internet of Things Journal
2023
2023 IEEE 11th International Conference on Information, Communication and Networks (ICICN)
2023
The Effect of the Coronavirus Pandemic on the Prediction Accuracy of Stock Price
International Journal of Information Technology & Decision Making
2023
Exploring Local Explanation of Practical Industrial AI Applications: A Systematic Literature Review
Applied Sciences
2023
News-based intelligent prediction of financial markets using text mining and machine learning: A systematic literature review
Expert Systems with Applications
2023
Stock Price Prediction of Tesla & Apple using LSTM
ITM Web of Conferences
2023
2023 IEEE International Conference on Data Mining Workshops (ICDMW)
2023
2023 4th International Conference on Communication, Computing and Industry 6.0 (C216)
2023
2023 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA)
2023
Proceedings of the 28th International Conference on Intelligent User Interfaces
2023
Emprego do algoritmo Naive Bayes para previsão do movimento dos preços de ativos em mercados de capitais
Revista de Gestão e Secretariado (Management and Administrative Professional Review)
2023
Fuzzy Least Squares Support Vector Machine with Fuzzy Hyperplane
Neural Processing Letters
2023
2023 International Conference on Computer Science and Emerging Technologies (CSET)
2022
How to make machine select stocks like fund managers? Use scoring and screening model
Expert Systems with Applications
2022
A cooperative deep learning model for stock market prediction using deep autoencoder and sentiment analysis
PeerJ Computer Science
2022
EEG-based motor imagery classification using convolutional neural networks with local reparameterization trick
Expert Systems with Applications
2022
A Machine Learning Method for Prediction of Stock Market Using Real-Time Twitter Data
Electronics
2022
Exploiting Distance-Based Structures in Data Using an Explainable AI for Stock Picking
Information
2022
COVID19-HPSMP: COVID-19 adopted Hybrid and Parallel deep information fusion framework for stock price movement prediction
Expert Systems with Applications
2022
Green Bond Index Prediction Based on CEEMDAN-LSTM
Frontiers in Energy Research
2022
News-driven stock prediction via noisy equity state representation
Neurocomputing
2022
A deep learning method DCWR with HANet for stock market prediction using news articles
Complex & Intelligent Systems
2022
Economic Activity Forecasting Based on the Sentiment Analysis of News
Mathematics
2022
GCNET: Graph-based prediction of stock price movement using graph convolutional network
Engineering Applications of Artificial Intelligence
2022
Effect of public sentiment on stock market movement prediction during the COVID-19 outbreak
Social Network Analysis and Mining
2022
Explainable artificial intelligence: a comprehensive review
Artificial Intelligence Review
2022
Research on Joint Extraction Model of Financial Product Opinion and Entities Based on RoBERTa
Electronics
2021
KL-MOB: automated COVID-19 recognition using a novel approach based on image enhancement and a modified MobileNet CNN
PeerJ Computer Science
2021
Lecture Notes in Networks and Systems
2021
2021 IEEE International Conference on Smart Data Services (SMDS)
2021
Communications in Computer and Information Science
2021
Proceedings of the 30th ACM International Conference on Information & Knowledge Management
2021
Explainable Sentiment Analysis: A Hierarchical Transformer-Based Extractive Summarization Approach
Electronics
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