Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks

Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks

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

書誌詳細
主要な著者:	Al-Wasee, Mohammad Samin, Kundu, Promee Shankar, Mahzabeen, Israt, Tamim, Tasnim
その他の著者:	Alam, Md. Golam Rabiul
フォーマット:	学位論文
言語:	en_US
出版事項:	Brac University 2022
主題:	Cryptocurrency Deep Learning Ether Ethereum Forecasting Long Short-term Memory Multivariate Price Prediction Recurrent Neural Network Time-series Univariate Data mining Time-series analysis > Data processing.
オンライン･アクセス:	http://hdl.handle.net/10361/17650

類似資料

Predicting temperature of major cities using machine learning and deep learning
著者:: Jaharabi, Wasiou, 等
出版事項: (2024)

Forecasting electricity demand of Bangladesh and its relation with physical and natural variables using group method of data handling model
著者:: Miraz, Kazi Farhan Al, 等
出版事項: (2021)

Avoid Filling Swiss Cheese with Whipped Cream : Imputation Techniques and Evaluation Procedures for Cross-Country Time Series /
著者:: Weber, Michael
出版事項: (2011)

System Priors for Econometric Time Series /
著者:: Andrle, Michal
出版事項: (2016)

Volatility and time series econometrics

Implementation of time series approaches to financial data
著者:: Sadat, Noshin Nawar
出版事項: (2016)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
著者:: Zaman, Md. Sayeed Ibne, 等
出版事項: (2022)

Bitcoin price forecasting based on historical data
著者:: Roy, Shaily, 等
出版事項: (2018)

Modelling nonlinear economic time series
著者:: Teräsvirta, Timo

Analysis of financial time series /
著者:: Tsay, Ruey S., 1951-
出版事項: (2005)

An Algorithmic Crystal Ball : Forecasts-based on Machine Learning /
著者:: Jung, Jin-Kyu
出版事項: (2018)

Conversion of Bengali speech to text using long short-term memory(LSTM)
著者:: Chowdhury, Mohammad Fahim, 等
出版事項: (2021)

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

Cointegration and Long-Horizon Forecasting /
著者:: Diebold, Francis
出版事項: (1997)

Prediction on large scale data using extreme gradient boosting
著者:: Sawon, Md.Tariq Hasan, 等
出版事項: (2016)

Stock market prediction using time series analysis
著者:: Hira, Farhan Islam, 等
出版事項: (2019)

Real-time systems development /
著者:: Williams, Rob
出版事項: (2006)

Real-Time systems /
著者:: Liu, Jane W. S.
出版事項: (2000)

Breaking Bad : A Disaggregated Analysis of Inflation Inertia /
著者:: Cevik, Serhan
出版事項: (2022)

Malware Detection Using Neural Network
著者:: Kayum, Syed Irfan, 等
出版事項: (2021)

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

ML based performance assurance and VoC management of highly convergence mobile operator network.
著者:: Rahman, Md. Arifur
出版事項: (2024)

Supershop management Models: An optimised way to manage the supershop using hyperautomation and machine learning
著者:: Ahmed, Shuvro, 等
出版事項: (2023)

Stock price prediction using time series data
著者:: Mazed, Mashtura
出版事項: (2019)

Predicting Urban trends of growth with Google Earth Engine
著者:: Islam, Rifah Tasmiah, 等
出版事項: (2023)

Television dramatic dialogue
著者:: Richardson, Kay

Share market forecasting with LSTM neural network and sentimental trend prediction
著者:: Rony, Ismail Hossain, 等
出版事項: (2020)

Analyzing Capital Flow Drivers Using the 'At-Risk' Framework : South Africa's Case /
著者:: Goel, Rohit
出版事項: (2021)

The ISO 9000 answer book /
著者:: Kantner, Rob
出版事項: (1994)

An introduction to the Intel family of microprocessors : a hands-on approach utilizing the 80x86 microprocessor family /
著者:: Antonakos, James L.
出版事項: (1999)

Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
著者:: Shahrin, Fariha, 等
出版事項: (2021)

Microprocessors and microcomputer-based system design /
著者:: Rafiquzzaman, Mohamed
出版事項: (1995)

Real-time video compression : techniques and algorithms /
著者:: Westwater, Raymond
出版事項: (1997)

Evaluation of different temporal disaggregation techniques and an application to Italian GDP
著者:: Islam, Mohammad Rafiqul
出版事項: (2010)

Programming and designing with the 68000 family : including the 68000, the 68010/12, the 68020, and the 68030 /
著者:: Mimar, Tibet, 1954-
出版事項: (1991)

The Intel microprocessors : 8086/8088, 80186/80188, 80286, 80386, 80486, Pentium, Pentium Pro processor, Pentium II, Pentium III, and Pentium 4 : architecture, programming, and interfacing /
著者:: Brey, Barry B.
出版事項: (2003)

RED-LSTM: Real time emotion detection using LSTM
著者:: Labiba, Mansura Rahman, 等
出版事項: (2023)

Blockchain based e-voting system with homomorphic encryption and threshold signature
著者:: Probor, Mushfique Nasir, 等
出版事項: (2023)

Efficient blockchain system based on proof of segmented work
著者:: Ahmed, Rashad, 等
出版事項: (2020)

Fiscal Multipliers and Informality /
著者:: Colombo, Emilio
出版事項: (2022)