Share market forecasting with LSTM neural network and sentimental trend prediction

Share market forecasting with LSTM neural network and sentimental trend prediction

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

書目詳細資料
Main Authors:	Rony, Ismail Hossain, Anik, Ahsan Ahmed, Asif, Abdullah Al, Muhammad, Sayeed
其他作者:	Mobin, Md.Iftekharul
格式:	Thesis
語言:	English
出版:	Brac University 2020
主題:	Stock market Long short term memory networks Sentiment analysis Prediction Forecasting Future trend Computer algorithms Machine learning
在線閱讀:	http://hdl.handle.net/10361/13778

相似書籍

Conversion of Bengali speech to text using long short-term memory(LSTM)
由: Chowdhury, Mohammad Fahim, et al.
出版: (2021)

LSTM based content prediction for edge caching using federated learning approach
由: Mazumder, Shafkat Ahmed, et al.
出版: (2021)

Forecasting market movement in Dhaka Stock Exchange: LSTM vs. ARIMA
由: Chakraborty, Pranjal
出版: (2019)

An android application to predict human activity using a deep learning LSTM model
由: Sikder, Debabrata
出版: (2024)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
由: Zaman, Md. Sayeed Ibne, et al.
出版: (2022)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
由: Mahmud, Booshra Nazifa, et al.
出版: (2019)

Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks
由: Al-Wasee, Mohammad Samin, et al.
出版: (2022)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
由: Maliha, Miftahul Zannat, et al.
出版: (2023)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
由: Uddin, S. M. Rageeb Noor, et al.
出版: (2022)

Predicting temperature of major cities using machine learning and deep learning
由: Jaharabi, Wasiou, et al.
出版: (2024)

Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
由: Alam, Md. Iftekharul, et al.
出版: (2024)

The influence of neuromarketing: machine learning based empirical analysis
由: Muktadir, MD. Abdullah Al, et al.
出版: (2024)

Predicting stock market movement using sentiment analysis of twitter feed
由: Chakraborty, Pranjal, et al.
出版: (2017)

Economic crisis prediction due to pandemic outbreak using machine learning
由: Ahmed, Tanvir, et al.
出版: (2021)

Malware Detection Using Neural Network
由: Kayum, Syed Irfan, et al.
出版: (2021)

Economic crisis prediction due to pandemic outbreak using machine learning
由: Ahmed, Tanvir, et al.
出版: (2021)

Options, futures & other derivatives /
由: Hull, John, 1946-
出版: (2009)

Environmental monitoring with the help of Internet of Things (loT) and machine learning
由: Alam, Md. Sakirul, et al.
出版: (2021)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
由: Islam, Shadman, et al.
出版: (2020)

Sentiment analysis using R: an approach to correlate bitcoin price fluctuations with change in user sentiments
由: Rahman, Shaomi, et al.
出版: (2018)

Stock price prediction
由: Das, Kaushik, et al.
出版: (2023)

The future of human resource management and career development
由: Maha, Hamim Hasin
出版: (2020)

A transformer based approach to detect the sentiment of drivers in ride sharing platforms
由: Chakraborty, Sovon
出版: (2024)

Microblog sentiment analysis for rating TV shows
由: Abdullah, Ashik
出版: (2017)

RED-LSTM: Real time emotion detection using LSTM
由: Labiba, Mansura Rahman, et al.
出版: (2023)

Human sentiment analysis using natural language processing
由: Shamya, Md. Shamiul Haque Khan, et al.
出版: (2024)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
由: Karim, Shabab, et al.
出版: (2018)

Cooperative game theory based load balancing in long term evolution network
由: Intesar, Sadia, et al.
出版: (2016)

An in depth analysis of neural network with application in finance
由: Tasnim, Noshin, et al.
出版: (2019)

Sentiment analysis on mobile operators’ customer review
由: Hossain, Mohammed Mohibul, et al.
出版: (2020)

Forecasting stock market prices using advanced tools of machine learning
由: Anwar, Md. Tawhid, et al.
出版: (2019)

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
由: Chakraborty, Dhruba, et al.
出版: (2022)

IMF-Supported Programs in Capital Account Crises : Design and Experience /
由: Bulir, Ales
出版: (2002)

Revisiting the Determinants of Capital Flows to Emerging Markets : A Survey of the Evolving Literature /
由: Hannan, Swarnali
出版: (2018)

Quotas and Voice : A Possible Package of Reforms.
出版: (2006)

Quotas and Voice : Further Thoughts on Approaches to Reform.
出版: (2006)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
由: Mouli, Nazifa, et al.
出版: (2023)

Analysis of sales trend and forecast for commercial vehicles in Bangladesh market
由: Zaman, Quazi Asif-Uz-
出版: (2017)

Effects of warranty on purchase decision of electronic products: an empirical research from the perspective of Bangladesh
由: Ullah, G. M. Shafayet, et al.
出版: (2016)

Stock market prediction using time series analysis
由: Hira, Farhan Islam, et al.
出版: (2019)