Analysis of financial data on the time series using data from the stock market

Analysis of financial data on the time series using data from the stock market

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Shachcha, Ifad Bhuiyan, Siam, Muhammad Ziaus
Awduron Eraill:	Rasel, Annajiat Alim
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2022
Pynciau:	Stock market Machine Learning Finance Prediction Dense NN RNN LSTM CNN Business enterprises > Finance.
Mynediad Ar-lein:	http://hdl.handle.net/10361/17645

Eitemau Tebyg

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

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

Stock price prediction using time series data
gan: Mazed, Mashtura
Cyhoeddwyd: (2019)

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

Predicting crime using deep learning
gan: Shihab, Muhammad Nafees, et al.
Cyhoeddwyd: (2024)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
gan: Nirjhor, S M Mahsanul Islam, et al.
Cyhoeddwyd: (2019)

Stock price prediction
gan: Das, Kaushik, et al.
Cyhoeddwyd: (2023)

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

Comparative analysis of machine learning models for stock price analysis across different dataset sizes
gan: Srabon, Abir Alam, et al.
Cyhoeddwyd: (2023)

Dhaka Stock Market analysis with ARIMA-LSTM Hybrid Model
gan: Arnob, Raisul Islam, et al.
Cyhoeddwyd: (2020)

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

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
gan: Iqbal, Shahriar, et al.
Cyhoeddwyd: (2023)

A deep learning approach towards soft biometrics attributes prediction using CNN
gan: Kibria, Maharab, et al.
Cyhoeddwyd: (2022)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
gan: Arafat, Sheikh Mohammad, et al.
Cyhoeddwyd: (2021)

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

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
gan: Alhossen, Md., et al.
Cyhoeddwyd: (2021)

Stock market prediction using ensemble learning
gan: Rabbani, Rakin Bin, et al.
Cyhoeddwyd: (2021)

Analyzing area-wise air pollution level using machine learning for a better future
gan: Sihan, Sk. Atik Tajwar, et al.
Cyhoeddwyd: (2021)

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

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
gan: Barua, Debalina
Cyhoeddwyd: (2023)

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

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
gan: Fiha, Yeamin Jahan, et al.
Cyhoeddwyd: (2022)

Hybrid recommendation system of intelligent captioning using deep learning networks
gan: Wasi, Ahamed Al, et al.
Cyhoeddwyd: (2024)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
gan: Dewanjee, Tanmoy, et al.
Cyhoeddwyd: (2021)

Automated image caption generator in Bangla using multimodal learning
gan: Rodoshi, Mashiat Hasin, et al.
Cyhoeddwyd: (2023)

Demand forecasting on supply chain using ML and NN
gan: Hridi, Naoshin Anzum, et al.
Cyhoeddwyd: (2023)

Data analysis on the Bangladesh share market using Machine-Learning
gan: Sadman, Syed Hassan, et al.
Cyhoeddwyd: (2021)

Classification of Bangladeshi soil texture using convolutional neural network
gan: Raj, Hafiz Mohiuddin, et al.
Cyhoeddwyd: (2023)

Bangla hate speech detection on social media using attention-based recurrent neural network
gan: Das, Amit Kumar, et al.
Cyhoeddwyd: (2022)

The global stock market
gan: Wójcik, Dariusz

Potential of the stock trade of Bangladesh: An overview of BRAC EPL stock brokerage
gan: Binte Zahid, Jannat
Cyhoeddwyd: (2023)

Common stocks and uncommon profits and other writings by Philip A. Fisher /
gan: Fisher, Philip A.
Cyhoeddwyd: (1996)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
gan: Nahar, Jannatun, et al.
Cyhoeddwyd: (2022)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
gan: Shakil, Mahmudul Hasan
Cyhoeddwyd: (2023)

Sound classification using deep learning for hard of hearing and deaf people
gan: Habib, Md.Adnan, et al.
Cyhoeddwyd: (2022)

Prediction of coronary heart diseases using supervised machine learning algorithms
gan: Salam, Nazia Binte, et al.
Cyhoeddwyd: (2023)

An improved deepfake detection using deep learning
gan: Paul, Annay, et al.
Cyhoeddwyd: (2023)

Market efficiency in weak form: empirical evidence from Bangladesh Stock Market
gan: Hossain, Md. Delowar
Cyhoeddwyd: (2019)

Voice impersonation detection using LSTM based RNN and explainable AI
gan: Barua, Kawshik, et al.
Cyhoeddwyd: (2022)