Cryptocurrency Price Prediction Using AI and W.D Gann Formulas

Abstract - Cryptocurrency markets are highly volatile, making accurate price prediction a challenging yet crucial task for traders and investors. This project presents an AI-powered cryptocurrency price prediction bot that integrates machine learning with the W.D. Gann algorithm. The AI model utilizes deep learning techniques, such as Long Short-Term Memory (LSTM) networks, to analyze market trends, while Gann’s time and price theories enhance the model’s predictive capabilities. By combining statistical analysis with geometric price patterns, the bot aims to provide reliable trading signals. The implementation is designed as a user-friendly application using Streamlit, allowing traders to visualize price trends and make informed decisions Key Words: Cryptocurrency , W.D. Gann algorithm, AI, deep learning , price prediction

Authors

Publication Details

Journal
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Published
2025-04-25
DOI
https://doi.org/10.55041/ijsrem45157
Primary Topic
Stock Market Forecasting Methods
Type
article
Field-Weighted Citation Impact
0.00
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article

Cryptocurrency Price Prediction Using AI and W.D Gann Formulas

Rekha Sahare
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Stock Market Forecasting Methods
article

Cryptocurrency Price Prediction Using AI and W.D Gann Formulas

Rekha Sahare
article en

Abstract

Abstract - Cryptocurrency markets are highly volatile, making accurate price prediction a challenging yet crucial task for traders and investors. This project presents an AI-powered cryptocurrency price prediction bot that integrates machine learning with the W.D. Gann algorithm. The AI model utilizes deep learning techniques, such as Long Short-Term Memory (LSTM) networks, to analyze market trends, while Gann’s time and price theories enhance the model’s predictive capabilities. By combining statistical analysis with geometric price patterns, the bot aims to provide reliable trading signals. The implementation is designed as a user-friendly application using Streamlit, allowing traders to visualize price trends and make informed decisions Key Words: Cryptocurrency , W.D. Gann algorithm, AI, deep learning , price prediction

INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTVol. 09(04)
Openalex Percentile: Top 90%
Stock Market Forecasting Methods
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