New research shows mutual funds using machine learning strategies generate significant outperformance over traditional funds ...
Supervised learning algorithms like Random Forests, XGBoost, and LSTMs dominate crypto trading by predicting price directions ...
Abstract: This research introduces a high-precision sentiment analysis framework tailored for global stock market news, integrating transformer-based financial NLP models with event-aware and temporal ...
Abstract: Financial sentiment analysis plays a crucial role in interpreting market sentiment from textual data, significantly influencing financial decision-making and forecasting. A common challenge ...
XRP rallied 25% in the first week 2026 from $1.77 December low to $2.38 January 6—37% below July 2025 ATH $3.65 with $1.3B ETFs absorbed in 50 d Exchange balances dropped 57% from 4B XRP to 1.7B in ...
Generative AI in Financial Services: Innovation, Risk, and Customer Experience Your email has been sent How banks and fintechs are using generative AI to drive efficiency, manage risk, and reshape ...
The stock market could drop in 2026 as President Trump's tariffs and high valuations drag on investor sentiment. In 2025, President Donald Trump broke with decades of trade-policy precedent and ...
As many market participants anticipate a year-end rally, there are mounting indications that such an outcome is far from assured. Investor positioning appears increasingly stretched, with multiple ...
BTIG analyst Peter Saleh can think of only two instances over the past 20 years when restaurant industry sentiment was this poor headed into a New Year: COVID-19, and the 2008-ignited financial crisis ...
AI-Powered Smart Financial Advisor - Stock prediction, sentiment analysis, and portfolio optimization using LSTM, VADER NLP, and Modern Portfolio Theory - Pranvkumar/Smart_Financial_Advisor ...
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