Bitcoin price forecasting based on historical data

Bitcoin price forecasting based on historical data

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Xehetasun bibliografikoak
Egile Nagusiak:	Roy, Shaily, Nanjiba, Samiha
Beste egile batzuk:	Chakrabarty, Amitabha
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	BRAC University 2018
Gaiak:	Bitcoin Time series analysis Regression Machine learning ARIMA Historical data Electronic commerce. Electronic funds transfers.
Sarrera elektronikoa:	http://hdl.handle.net/10361/10964

Antzeko izenburuak

A sustainable Bitcoin architecture
nork: Monem, Maruf
Argitaratua: (2022)

Mastering blockchain : distributed ledger technology, decentralization and smart contracts explained /
nork: Bashir, Imran
Argitaratua: (2018)

Physical currency or crypto currency, which one will be better for our economy?
nork: Rohan, Raian Kibria, et al.
Argitaratua: (2024)

Stock price prediction using time series data
nork: Mazed, Mashtura
Argitaratua: (2019)

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
nork: Ghose, Swattic, et al.
Argitaratua: (2023)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
nork: Bhattacharjee, Ruposri, et al.
Argitaratua: (2024)

Advanced health insurance system using smart contract of ethereum blockchain
nork: Tushar, Mehedi Hasan, et al.
Argitaratua: (2023)

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

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

Cointegration and Long-Horizon Forecasting /
nork: Diebold, Francis
Argitaratua: (1997)

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

Global electronic commerce : a policy primer /
nork: Mann, Catherine L.
Argitaratua: (2000)

How E-Business Is working during pandemic
nork: Noor Upoma, Nusrat Sanjana
Argitaratua: (2023)

E-commerce and v-business : business models for global success /
Argitaratua: (2001)

Electronic commerce : a manager's guide /
nork: Kalakota, Ravi
Argitaratua: (1997)

Electronic commerce 2010 : a managerial perspective /
Argitaratua: (2010)

Blockchain basics : a non-technical introduction in 25 steps /
nork: Drescher, Daniel
Argitaratua: (2017)

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

How Evaly Scams Happened and How to Survive?
nork: Saleheen, Ahmad
Argitaratua: (2023)

Prediction on large scale data using extreme gradient boosting
nork: Sawon, Md.Tariq Hasan, et al.
Argitaratua: (2016)

Supershop management Models: An optimised way to manage the supershop using hyperautomation and machine learning
nork: Ahmed, Shuvro, et al.
Argitaratua: (2023)

The advent of digital payments and a new avenue of financing for consumers in Bangladesh
nork: Ahasan, AK Nader Ali
Argitaratua: (2024)

Measuring customer satisfaction on cards and ADC operation of Dhaka Bank
nork: Mithila, Swagota Arora
Argitaratua: (2024)

Introduction to e-commerce /
nork: Rayport, Jeffrey F.
Argitaratua: (2004)

System Priors for Econometric Time Series /
nork: Andrle, Michal
Argitaratua: (2016)

Volatility and time series econometrics

Implementation of time series approaches to financial data
nork: Sadat, Noshin Nawar
Argitaratua: (2016)

Headcount forecasting for Customer Experience Department in relation to productivity of an employee
nork: Faruque, Mohammad Nizam Uddin
Argitaratua: (2022)

An Algorithmic Crystal Ball : Forecasts-based on Machine Learning /
nork: Jung, Jin-Kyu
Argitaratua: (2018)

The digital flood
nork: Cortada, James W.

A macroeconomic model for forecasting crude oil prices with Feedforward Neural Network Grid Search Experimentation
nork: Aunjum, Md. Ragib, et al.
Argitaratua: (2021)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
nork: Rabbi, Md. Nafis
Argitaratua: (2024)

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

Electronic fund transfer- Pioneered by Citibank N.A, Bangladesh
nork: Rahman, Safayet
Argitaratua: (2015)

E-banking & e-commerce /
nork: Islam, Shibli Rubayat Ul
Argitaratua: (2016)

Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
nork: Habib, Adria Binte
Argitaratua: (2021)

ML based performance assurance and VoC management of highly convergence mobile operator network.
nork: Rahman, Md. Arifur
Argitaratua: (2024)

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

Designing systems for Internet commerce /
nork: Treese, G. Winfield
Argitaratua: (2000)

Internet marketing & e-commerce /
nork: Hanson, Ward A.
Argitaratua: (2007)