financial stock market trend prediction
Stock Market Trend Prediction with Sentiment Analysis based on LSTM Neural Network
... of financial news and Deep Learning based trend prediction methods on stock ...of financial news, we labeled lots of financial news title text with pos/neg labels to represent ...
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Future Trend Prediction of Indian IT Stock Market using Association Rule Mining of Transaction data
... Both fundamentalists and technicians have developed certain techniques to predict prices from financial news articles. In one model that tested the trading philosophies; LeBaron et. al. posited that much can be ...
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Market trend prediction using sentiment analysis: lessons learned and paths forward
... and stock prices, in the second (see ...between market sentiments and stock prices can be quite complex and may exist only in some of the time ...the financial market exhibited ...
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Deep Learning for Stock Market Prediction
... For prediction problems in machine learning area, boosting and bagging are effective and popular algorithms among ensemble ...modern trend in ML, which is named deep learning (DL), can deem a deep nonlinear ...
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AN EMPIRICAL STUDY ON STOCK INDEX TREND PREDICTION USING MARKOV CHAIN ANALYSIS
... The prediction of financial market is a complex task since the distribution of financial time series is changing over a period of ...other stock markets or exchange rates ...on ...
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Stock Market Prediction for Quantitative Trading Strategies in Financial Market Using Machine Learning Ensemble Methods
... historical stock price and trading volume. Our model prediction for the today and the output is in the form of Binary ...the stock or the short ...
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INDIAN STOCK MARKET TREND PREDICTION USING SUPPORT VECTOR MACHINE
... major financial markets around the ...National Stock Exchange (NSE). The increasing diversity of financial instruments related to the BSE30 Index has broadened the dimension of global investment ...
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Implementation of Stock Market Prediction
... algorithm. Prediction of stock trend has long been an intriguing topic and is extensively studied by researchers from different ...a stock price prediction model for the Oslo ...
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Survey Paper on Stock Market Prediction
... current stock price, fundamental analysts believe that the stock is either over or under valued and the market price will ultimately gravitate towards fair ...management, financial analysis ...
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Escalation of Forecasting Accuracy through Linear Combiners of Predictive Models
... modelling stock market trend is a critical and risky ...overall prediction accuracy of the ...original financial time series by sliding a window of fixed size through one ...
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A Survey on Data Mining in the Financial Sector and Stock Market
... The correlation coefficients are calculated based on an index of price movements rather than the actual price of the stock. This allows comparison of high priced and low-priced stocks possible. SSA identifies the ...
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Learning Financial Time Series for Prediction of the Stock Exchange Market
... evolutionary Trend Following (TF) algorithm is based on an eXtended Classifier System ...the prediction of time series is investigated in [4] with three classical forecasting methods, Neural Networks (NN), ...
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Clustering Approach to Stock Market Prediction
... Therefore, in this paper, we propose an effective clustering method, which combines the advantages of K-means and HAC, to perform stock market prediction. Hierarchical clustering algorithms are ...
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Prediction of Stock Market Using Financial News Analysis and Supervised Data Mining Technique
... based stock market prediction can be considered as a textual classification ...the stock market such as price or volatility based on the news ...and financial news is released ...
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Modeling the prediction of the Financial Behavior in Iranian Stock Market Investors with an Interpretive Structural Approach
... A) Anchoring and adjustment: People use the available information when predicting future phenomena or value of something, and then adjust it. B) Information access errors: This concept is key in analyzing intuitive ...
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Trend of Stock Market and Its Impact on Indian Economy
... Anybody with a private pension or investment trust will be affected by the stock market, at least indirectly. Pension funds invest a significant part of their funds on the stock market. ...
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Stock Market Prediction Analysis: A Review
... organization stock or other budgetary instrument exchanged on a ...proficient market speculation places that stock costs are a component of data and normal desires, and that recently uncovered data ...
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Financial integration and Japanese stock market
... of stock markets integration (from 2000-2014) of Japan with ASEAN +5 (ASEAN + Australia, Korea, China, USA and Japan), using an innovating ...affecting stock returns, risks premia associated with these ...
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Macroeconomic Determinants of Stock Market Capitalization in Pakistan:Fresh Evidence from Cointegration with unknown Structural breaks
... growth, financial development, inflation, investment and trade openness on stock market ...International financial statistics (IFS, CD-ROM, 2011) is used to collect data on industrial ...
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The impact of the US stock market on the Romanian stock market in the context of the financial crisis
... US stock markets in the financial crisis ...these stock markets: the well known DOW JONES index from the New York Sock Exchange (NYSE) and BET, a reference index from ...
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