Discussing the article: "Trading Insights Through Volume: Moving Beyond OHLC Charts"

New comment
 

Check out the new article: Trading Insights Through Volume: Moving Beyond OHLC Charts.

Algorithmic trading system that combines volume analysis with machine learning techniques, specifically LSTM neural networks. Unlike traditional trading approaches that primarily focus on price movements, this system emphasizes volume patterns and their derivatives to predict market movements. The methodology incorporates three main components: volume derivatives analysis (first and second derivatives), LSTM predictions for volume patterns, and traditional technical indicators.

In the field of technical analysis, traders have historically relied on price fluctuations as their primary indicator of market activity. This work presents a unique methodology that combines advanced mathematical analysis of volume with machine learning techniques, with an emphasis on how volume patterns may provide deeper insights into market dynamics. We provide a sophisticated system that exceeds conventional technical analysis methods by combining LSTM neural networks with calculus-based volume derivatives.

The article is broken up into three main sections: the first discusses the fundamental importance of volume analysis and its mathematical bases; the second examines the practical applications of volume derivatives and LSTM predictions in identifying market opportunities; and the third explains how volume divergence analysis, trend confirmation, and breakout validation can be used to enhance trading decisions.


Author: Javier Santiago Gaston De Iriarte Cabrera

 
You are a gen. I have been looking for an approach of this level of analysis with volumes. Have considered using zigzag indicators for price direction and a little of demand and Discount zone? Will try to do this if time permits. 
 
TaiKingFX #:
You are a gen. I have been looking for an approach of this level of analysis with volumes. Have considered using zigzag indicators for price direction and a little of demand and Discount zone? Will try to do this if time permits. 

Hi Thanks! not very sure about the gen ... but found this interesting. I will make an article with zigzag indicator and volumes. I will also continue with more strategies using volumes. Moving of country and will need some time to work more.

 
TaiKingFX #:
You are a gen. I have been looking for an approach of this level of analysis with volumes. Have considered using zigzag indicators for price direction and a little of demand and Discount zone? Will try to do this if time permits. 

Hi, I've taken some days studding volume and ZigZag, and only got breakeven results ... I might take more time studying it on future, but for now, I don't feel is enough for making an article. Please try it yourself and correct me if its a good joint ;) (what I found interesting is ADX with ZigZag ... I might write one with that ... just started it ...) ... I promise on future I will check again volume with ZigZag.  

New comment