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  1. Data Science and Machine Learning (Part 18): The battle of Mastering Market Complexity, Truncated SVD Versus NMF

    by , Yesterday at 07:06 AM
    According to Wikipedia, Dimensionality Reduction is the transformation of data from a high-dimensional space into a low dimensional space so that the low-dimensional representation retains some meaningful properties of the original data, ideally close to its intrinsic dimension.
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  2. How to Implement Auto Optimization in MQL5 Expert Advisors

    by , 09-16-2024 at 05:39 AM
    Get ready to be introduced into the wonderful world of auto-optimizing forex trading algorithms. It can allow your Expert Advisor (EA) to adjust itself for the next iteration of trading based on how the market conditions are after a trade is done.
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  3. Neural networks are easy (Part 59): Dichotomy of Control (DoC)

    by , 09-15-2024 at 08:51 AM
    The financial markets industry is a complex and multifaceted environment. Every event and action have their roots in economic fundamental processes. The reason for certain events can be found in the news, geopolitical events, various technical aspects and many other factors. Quite often, we observe such dependencies after they happen. While analyzing the market situation, we observe only a small part of these factors. This in general makes financial markets a rather difficult environment
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  4. Cascade Order Trading Strategy Based on EMA Crossovers for MetaTrader 5

    by , 09-11-2024 at 04:12 PM
    In this article, we are demonstrating the Cascade Order Trading Strategy of Forex Trading Expert Advisor (EA) in MetaQuotes Language 5 (MQL5) for MetaTrader 5. In this article of the MQL5 Expert Advisor using moving average crossovers as the basis for trading strategy, this MQL5 article automates trading choices on the MetaTrader 5 platform. This article incorporates essential features for position initialization, adjustment, and monitoring and makes use of the Trade.mqh library for effective
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  5. Market Reactions and Trading Strategies in Response to Dividend Announcements: Evaluating the Efficient Market Hypothesis in Stock Trading

    by , 09-10-2024 at 03:45 PM
    This paper intends to analyze the impact of dividend announcement on the stock market returns that investors earn.
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