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.

書目詳細資料
Main Authors:	Al-Wasee, Mohammad Samin, Kundu, Promee Shankar, Mahzabeen, Israt, Tamim, Tasnim
其他作者:	Alam, Md. Golam Rabiul
格式:	Thesis
語言:	en_US
出版:	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.
在線閱讀:	http://hdl.handle.net/10361/17650

相似書籍

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

Forecasting electricity demand of Bangladesh and its relation with physical and natural variables using group method of data handling model
由: Miraz, Kazi Farhan Al, et al.
出版: (2021)

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

System Priors for Econometric Time Series /
由: Andrle, Michal
出版: (2016)

Volatility and time series econometrics

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

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)

Bitcoin price forecasting based on historical data
由: Roy, Shaily, et al.
出版: (2018)

Modelling nonlinear economic time series
由: Teräsvirta, Timo

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

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

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

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

Cointegration and Long-Horizon Forecasting /
由: Diebold, Francis
出版: (1997)

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

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

Real-time systems development /
由: Williams, Rob
出版: (2006)

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

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

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

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

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

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

Stock price prediction using time series data
由: Mazed, Mashtura
出版: (2019)

Predicting Urban trends of growth with Google Earth Engine
由: Islam, Rifah Tasmiah, et al.
出版: (2023)

Television dramatic dialogue
由: Richardson, Kay

Share market forecasting with LSTM neural network and sentimental trend prediction
由: Rony, Ismail Hossain, et al.
出版: (2020)

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

The ISO 9000 answer book /
由: Kantner, Rob
出版: (1994)

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

Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
由: Shahrin, Fariha, et al.
出版: (2021)

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

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

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

Programming and designing with the 68000 family : including the 68000, the 68010/12, the 68020, and the 68030 /
由: Mimar, Tibet, 1954-
出版: (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 /
由: Brey, Barry B.
出版: (2003)

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

Blockchain based e-voting system with homomorphic encryption and threshold signature
由: Probor, Mushfique Nasir, et al.
出版: (2023)

Efficient blockchain system based on proof of segmented work
由: Ahmed, Rashad, et al.
出版: (2020)

Fiscal Multipliers and Informality /
由: Colombo, Emilio
出版: (2022)