Research graph
References from Using large models and time series forecasting for market reaction analysis. Local targets link to admitted publications; unresolved targets remain external evidence.
Quantitative finance and machine learning: transforming investment strategies, risk modeling, and market forecasting in global markets
2025 · External reference
10.2139/ssrn.5159264
10.2139/ssrn.5159264 · External reference
Unresolved reference
2024 · External reference
LSTM–Transformer-Based Robust Hybrid Deep Learning Model for Financial Time Series Forecasting
10.3390/sci7010007 · 2025 · External reference
10.46254/ev01.20230037
10.46254/ev01.20230037 · External reference
Time series prediction for cryptocurrency markets with transformer and parallel convolutional neural networks
10.1016/j.asoc.2025.113229 · 2025 · External reference
Long short-term memory (LSTM) networks for time series forecasting: A comprehensive survey of models, applications, and challenges
2025 · External reference
Models as speech acts: the telling case of financial models
10.1080/1350178x.2018.1419105 · 2018 · External reference
Advancing Sentiment Analysis Through Emotionally-Agnostic Text Mining in Large Language Models (LLMS)
10.47363/jbber/2024(2)118 · 2024 · External reference
Unresolved reference
External reference
10.1145/3637528.3671629
10.1145/3637528.3671629 · External reference
Stock Prices, Earnings, and Expected Dividends
10.1111/j.1540-6261.1988.tb04598.x · 1988 · External reference
Efficient Capital Markets: A Review of Theory and Empirical Work
10.2307/2325486 · 1970 · External reference
Unresolved reference
2001 · External reference
Market Response, Competitive Behavior, and Time Series Analysis
10.1177/002224378001700406 · 1980 · External reference
Empirical Generalizations About Market Evolution and Stationarity
10.1287/mksc.14.3.g109 · 1995 · External reference
Stock Market Analysis Using Time Series Relational Models for Stock Price Prediction
10.3390/math11051130 · 2023 · External reference
Forecasting leading industry stock prices based on a hybrid time-series forecast model
2018 · External reference
Unresolved reference
2015 · External reference
Textual sentiment in finance: A survey of methods and models
10.1016/j.irfa.2014.02.006 · 2014 · External reference
Company event popularity for financial markets using Twitter and sentiment analysis
10.1016/j.eswa.2016.11.022 · 2017 · External reference
Customers’ experience of purchasing event tickets: mining online reviews based on topic modeling and sentiment analysis
10.1108/ijefm-06-2020-0034 · 2020 · External reference
Unresolved reference
External reference
Analyzing firm-specific social media and market: A stakeholder-based event analysis framework
10.1016/j.dss.2014.08.001 · 2014 · External reference
Stock prediction using event-based sentiment analysis.
10.1109/wi-iat.2013.48 · 2013 · External reference
Does Twitter Affect Stock Market Decisions? Financial Sentiment Analysis During Pandemics: A Comparative Study of the H1N1 and the COVID-19 Periods
10.1007/s12559-021-09819-8 · 2022 · External reference
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Enhanced sentiment analysis for financial markets using transformer-based models and multi-modal data fusion
2024 · External reference
Multimodal Sentiment Analysis With Image-Text Interaction Network
10.1109/tmm.2022.3160060 · 2023 · External reference
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Multi-modal transform-based fusion model for new product sales forecasting
10.1016/j.engappai.2024.108606 · 2024 · External reference
Stock movement prediction with multimodal stable fusion via gated cross-attention mechanism
10.1007/s40747-025-02023-3 · 2025 · External reference
Stock prediction with improved feedforward neural networks and multimodal fusion
2025 · External reference
Multimodal market information fusion for stock price trend prediction in the pharmaceutical sector
10.1007/s10489-024-05894-0 · 2025 · External reference
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Multimodal multiscale dynamic graph convolution networks for stock price prediction
10.1016/j.patcog.2023.110211 · 2024 · External reference
