Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Ghose, Swattic, Bin Khaled, Faiyaz, Rafin, Nafiz Imtiaz, Jawwad, Rubaiyet Hossain, Bin Yahiya, Yamin
Rannpháirtithe: Rabiul Alam, Dr. Md. Golam
Formáid: Tráchtas
Teanga:English
Foilsithe / Cruthaithe: Brac University 2023
Ábhair:
Bitcoin
Macro economic
Sentiment analysis
GPU
Bayesian optimization
Bidirectional LSTM
Ensemble random forest regressor
Machine learning
Rochtain ar líne:http://hdl.handle.net/10361/19963

Ar líne

http://hdl.handle.net/10361/19963

Míreanna comhchosúla