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This new article from our series is about learning how to design trading systems based on the most popular technical indicators. We will learn a new technical tool or indicator in detail that can be used in our favor in trading. This indicator is the DeMarker indicator, we will cover it through the following topics: DeMarker definitionDeMarker strategyDeMarker strategy blueprintDeMarker trading systemConclusion ...
In the previous article, we started learning association rules mining algorithms which belong to unsupervised learning methods. We have considered two algorithms for solving this type of problems: Apriori and FP Growth. The bottleneck of the Apriori algorithm is its large number of database calls aimed at determining the support of Frequent Pattern candidates. The FP Growth method solves this issue by building a tree which includes the entire database. All further operations are carried out ...
In the previous article, Developing a trading Expert Advisor from scratch (Part 20), we considered the main changes that need to be made to get the visual system of orders. However, further steps required more explanation, so I decided to split the article into several parts. Here we will finish making the main changes. There will be quite a few of them, but they are all necessary. Well, the whole work will be quite interesting. However, I will not complete the work here, because there is ...
The growth in the analyzed data volumes leads to a growth of interest in unsupervised learning methods. In the last few articles, we have already seen clustering and dimensionality reduction algorithms which belong to unsupervised learning methods. In this article, we continue studying unsupervised learning methods. This time, we will consider another type of problems which can be addressed within these methods: association rule mining. This problem type has originated from supermarket shopping ...
Here is a new article from our series which is for beginners to learn about a new technical tool and how to design a trading system based on simple strategies. It is the Variable Index Dynamic Average (VIDYA) indicator. This indicator is one of the trend-following indicators that can be used in our trading and the concept of this term means that this indicator follows the trend. So, it is a lagging indicator and it means that it moves after the ...