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PredictionStock Index MovementVarious examinations are performed to predict the stock values, yet not many points at assessing the predictability of the direction of stock index movement. Stock market prediction with data mining method is a standout amongst the most paramount issues to be researched ...
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"instruction": "Load and import the NVDA stock price data into a suitable data storage and manipulation tool such as a pandas DataFrame", "task_type": "data preprocessing" }, { "task_id": "2", "dependent_task_ids": ["1"],
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Esfandyar MalekianHossein FakhariJamal GhasemiServeh FarzadIranian Financial Engineering Association(IFEA)
Stock trends predictionDay-of-the-week effectText miningSentiment analysisMachine learningInvestor-generated textual contents have been proved to be the crucial factor that can cause fluctuations in stock price. However, the existing researches only used the equal-weighted method to construct sentiment ...
a spatial-temporal attention-based convolutional network (STACN) that can leverage the advantages of an attention mechanism, a convolutional neural network and long short-term memory to extract text and numerical information for stock price prediction. Benefiting from the utilisation of an attention ...