Past, present, and future of the application of machine learning in cryptocurrency research

YS Ren, CQ Ma, XL Kong, K Baltas… - Research in International …, 2022 - Elsevier
Cryptocurrency has captured the interest of financial scholars and become a major research
topic in blockchain. In cryptocurrency research, the use of machine learning algorithms is …

[PDF][PDF] A Survey on Stock Market Manipulation Detectors Using Artificial Intelligence.

MA Zulkifley, AF Munir, A Sukor, M Edil… - … Materials & Continua, 2023 - cdn.techscience.cn
A well-managed financial market of stocks, commodities, derivatives, and bonds is crucial to
a country's economic growth. It provides confidence to investors, which encourages the …

How are texts analyzed in blockchain research? A systematic literature review

X Zhuo, F Irresberger, D Bostandzic - Financial Innovation, 2024 - Springer
This paper provides a systematic literature review of text analysis methodologies used in
blockchain-related research to comprehend and synthesize existing studies across …

Evaluation of sustainable digital currency exchange platforms using analytic models

C Davison, P Akhavan, T Jan, N Azizi, S Fathollahi… - Sustainability, 2022 - mdpi.com
This study presents an analytic model to support the general public in evaluating digital
currency exchange platforms. Advances in technologies have offered profitable …

Dual-Attention Based Multi-Path Approach for Intensifying Stock Market Forecasting

SR Jadhav, A Bishnoi, N Safarova, F Khan… - Fluctuation and Noise …, 2024 - World Scientific
In light of the existing challenges in capturing short-term fluctuations and achieving accurate
predictions in stock market time series data, this research presents the “Dual-Attention …

A comprehensive review on insider trading detection using artificial intelligence

P Priyadarshi, P Kumar - Journal of Computational Social Science, 2024 - Springer
This paper provides a comprehensive review that delves into the domain of insider trading
detection, focusing on the integration of artificial intelligence (AI) to offer insights into …

A Review of Bitcoin Price Prediction Based on Deep Learning Algorithms

H Tayib, AM Abdulazeez - Indonesian Journal of Computer Science, 2024 - ijcs.net
This study provides a comprehensive analysis of the existing body of work on predicting the
price of Bitcoin using deep learning techniques. It discusses the fundamental concepts …

[PDF][PDF] Essays on Blockchain Business Ecosystems

X Zhuo - 2024 - docserv.uni-duesseldorf.de
When I was a teenager, I built up the vision of my life. I thought of being an artist or a poet,
exploring the world in my own way. While I have never portrayed myself as a business …

[PDF][PDF] Machine Learning Models for Money Laundering Detection in Financial Institutions. A Systematic

JJ Soria, RL Abal, LS Peña - laccei.org
Financial crimes in institutions have grown exponentially over the years, detecting credit
card fraud in which simple and hybrid machine learning have been used for detection. In the …

[引用][C] Virtual Currency, Cryptoassets, and Cybercrime

T Cole, RV Gundur - Oxford Research Encyclopedia of Criminology and …, 2024