One of my academic focus is to apply the Artificial Intelligence (A.I.) to problem-solving. I use artificial neural network trading bitcoin which artificial intelligence bitcoin trading system. One previous year of price data is adopted to build up an ANN model. You may imagine that I trained an A.I. Robot Dog named “B” to recognize the price pattern of previous one year. I also separated the last 3 months of data as a test set data to verify the recognition accuracy of the Robot Dog . In the building-up stage, I first build several mathematical indicators to the Robot Dogs of “A, B, C, … N”. Over 15 robot dogs were trained and then are tested by the test set data. Finally, Robot Dog “B” successfully pass all the tests. Then, real-time daily data was used to test “B”. It also passed the real time test.
Robot Dog “B” (RDB) can have an accuracy of nearly 85% to produce a profitable BUY and EXIT signals. It can generate bitcoin chart analysis as shown in the bitcoin currency chart above. I will use those BUY and EXIT signals and other statistical forecasting techniques to further analysis the price movements. The analytic report will be posted time to time in this blog.
It will generate trading signals only if it recognizes the possible critical entry and exit moment. You can see it have only ten pairs of BUY and EXIT signals throughout the whole year. The frequency of generating signal is not high. It captures the important reversal points on the bitcoin market.
My Explanation in Cantonese
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