9/5/2023 0 Comments Fuzzytime mineWhat is Fuzzy Time Series (FTS)?įuzzy time series (FTS) uses fuzzy logic to build a set of rules to code the previously happened pattern of changes in the data and predicts the future using the rules. a portfolio of cryptocurrency being optimized for a certain target, such as short-term/long-term profitability optimization. In my next article, I will explain CryptoPortfolio i.e. Having said this, I want to introduce Fuzzy Time Series for prediction of cryptocurrencies and analyze which situation they work best. To go deeper into their studies, feel the real problems and come up with new ideas which are genuine, never published before and solves state-of-the-art real world problems. That is the reason students do higher education. Standard approaches and what many people learned during their studies do not suffice the complexities of real world problems (especially those in finance). Why? Because real problems are most of the times highly complex. I have developed my own algorithms and published them in the scientific community (such as my Fuzzy Time Series).īeing a data scientist for over 10 years, I met many “data scientists” who tried to impress me and others with their statistical views to the time series (and data analytics in general) by their ARIMA model or what they have standardly learned in their study books. In my master study, I optimized a portfolio of currencies for Forex investors and did many types of predictions for Forex. This is because I am a seasoned data scientist and do my decision making based on evidence and analytics. Regardless of the things I see around me, I have a different approach to cryptocurrencies. Many people around me talk about cryptocurrencies on a daily basis and ask each other which one to buy as well as the latest news around their cryptocurrencies. There are many reasons to call cryptocurrencies attractive, such as the blockchain technology behind it as well as its profitability reaching to 900% in 2017! Cryptocurrencies (such as bitcoin) attract much attention these days.
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