The candlestick charts, which were developed in the 18th century and initially used Japanese rice market, are widely trading strategies all financial markets after 1991. Candlestick charts can interpret opening, high, low closing values of an asset a single visual. In addition to these advantages, large number chart patterns makes their practical use difficult. study for this purpose, software ...

Financial assets considered as time series are chaotic in nature. The main goal of investors is to take a position at the right and direction by making predictions about future this series. These consist opening, low, high, closing prices certain period. approaches used make trend strength using moving averages indicators based on them have noise lag problems they obtained statistically. Candle...

The Stock Exchange is basically ruled by the extreme market sentiments of euphoria and fear. The type of sentiment is given by the color of the candlestick (white = bullish sentiments, black = bearish sentiments), meanwhile the intensity of the sentiment is given by the size of it. In this paper you will see that the intensity of any sentiment is astonishingly distributed in a robust, systemati...

Investors need analytical tools to predict the price and determine trading positions. Candlestick pattern is one of that trends. However, patterns are difficult recognize, some studies show doubts regarding robustness recognizing system. In this study, we tested predictive ability candlestick We use Gramian Angular Field (GAF) encode as images recognize 3-hour 5-hour 6 with Convolutional Neural...

Many atomic physics laboratories rely on beams of alkali atoms for their experiments, for example in the atom optics and laser cooling communities. Rubidium is commonly used, due to the fortunate coincidence of the dipole resonant transition with the optimum output wavelength of low-cost AlGaAs semiconductor lasers. Suitable rubidium beams can easily be produced with effusive ovens, but many ex...