Essays about: "bitcoin predictions"

Showing result 1 - 5 of 8 essays containing the words bitcoin predictions.

  1. 1. Predicting Cryptocurrency Prices with Machine Learning Algorithms: A Comparative Analysis

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Harsha Nanda Gudavalli; Khetan Venkata Ratnam Kancherla; [2023]
    Keywords : Bitcoin; Cryptocurrency; Machine Learning;

    Abstract : Background: Due to its decentralized nature and opportunity for substantial gains, cryptocurrency has become a popular investment opportunity. However, the highly unpredictable and volatile nature of the cryptocurrency market poses a challenge for investors looking to predict price movements and make profitable investments. READ MORE

  3. 2. Risk Assessment of Digital Assets – Insurance Applications in Cryptocurrencies and NFTs

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Roberto Delgado Ferrezuelo; [2023]
    Keywords : Blockchain; NFTs; private key; phishing; floor price; rarity; cold wallet; hot wallet; risk premium; Technology and Engineering;

    Abstract : The aim of the project is to develop a framework for an insurance policy for digital assets. The project comprised several stages, starting with the identification of risks associated with these assets. Policyholders were then categorized into two groups based on a predefined rating factor. READ MORE

  4. 3. Forecasting Efficiency in Cryptocurrency Markets : A machine learning case study

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Erik Persson; [2022]
    Keywords : Cryptocurrencies; Financial time-series; Multi step-ahead forecasting; Machine Learning; Feature selection; Kryptovalutor; Finansiella tidsserier; Flerstegsprognoser; Maskininlärning; variabelselektion;

    Abstract : Financial time-series are not uncommon to research in an academic context. This is possibly not only due to its challenging nature with high levels of noise and non-stationary data, but because of the endless possibilities of features and problem formulations it creates. READ MORE

  5. 4. A comparative analysis on the predictive performance of LSTM and SVR on Bitcoin closing prices.

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Hakim Rayyan; [2022]
    Keywords : Long Short-Term Memory LSTM ; Support Vector Regression SVR ; Random Walk; Bitcoin;

    Abstract : Bitcoin has since its inception in 2009 seen its market capitalisation rise to a staggering 846 billion US Dollars making it the world’s leading cryptocurrency. This has attracted financial analysts as well as researchers to experiment with different models with the aim of developing one capable of predicting Bitcoin closing prices. READ MORE

  6. 5. Blockchain technology in the future Swedish electricity system : An exploratory study and multi-level perspective analysis of blockchain in the energy transition in Sweden

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Saga Carle; Viktor Vifell Nilsson; [2020]
    Keywords : ;

    Abstract : Blockchain, a distributed ledger technology, became publicly known when the cryptocurrency Bitcoin was introduced in 2009. As the financial value of cryptocurrencies increased, the interest for blockchain grew, leading other sectors to explore if blockchain could be used in other areas as well. READ MORE