177 citations · 789 across the 17 of their papers we have counts for
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Design and Analysis of Robust Deep Learning Models for Stock Price Prediction
Jaydip Sen, Sidra Mehtab
Building predictive models for robust and accurate prediction of stock prices and stock price movement is a challenging research problem to solve. The well-known efficient market h…
Profitability Analysis in Stock Investment Using an LSTM-Based Deep Learning Model
Jaydip Sen, Abhishek Dutta, Sidra Mehtab
Designing robust systems for precise prediction of future prices of stocks has always been considered a very challenging research problem. Even more challenging is to build a syste…
Accurate Stock Price Forecasting Using Robust and Optimized Deep Learning Models
Jaydip Sen, Sidra Mehtab
Designing robust frameworks for precise prediction of future prices of stocks has always been considered a very challenging research problem. The advocates of the classical efficie…
Robust Analysis of Stock Price Time Series Using CNN and LSTM-Based Deep Learning Models
Sidra Mehtab, Jaydip Sen, Subhasis Dasgupta
Prediction of stock price and stock price movement patterns has always been a critical area of research. While the well-known efficient market hypothesis rules out any possibility…
Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models
Sidra Mehtab, Jaydip Sen, Abhishek Dutta
Prediction of stock prices has been an important area of research for a long time. While supporters of the efficient market hypothesis believe that it is impossible to predict stoc…
A Time Series Analysis-Based Stock Price Prediction Using Machine Learning and Deep Learning Models
Sidra Mehtab, Jaydip Sen
Prediction of future movement of stock prices has always been a challenging task for the researchers. While the advocates of the efficient market hypothesis (EMH) believe that it i…
Stock Price Prediction Using Convolutional Neural Networks on a Multivariate Timeseries
Sidra Mehtab, Jaydip Sen
Prediction of future movement of stock prices has been a subject matter of many research work. In this work, we propose a hybrid approach for stock price prediction using machine l…
A Robust Predictive Model for Stock Price Prediction Using Deep Learning and Natural Language Processing
Sidra Mehtab, Jaydip Sen
Prediction of future movement of stock prices has been a subject matter of many research work. There is a gamut of literature of technical analysis of stock prices where the object…