A comprehensive survey on portfolio optimization, stock price and trend prediction using particle swarm optimization

A Thakkar, K Chaudhari - Archives of Computational Methods in …, 2021 - Springer
Stock market trading has been a subject of interest to investors, academicians, and
researchers. Analysis of the inherent non-linear characteristics of stock market data is a …

[HTML][HTML] Review on efficiency and anomalies in stock markets

KY Woo, C Mai, M McAleer, WK Wong - Economies, 2020 - mdpi.com
The efficient-market hypothesis (EMH) is one of the most important economic and financial
hypotheses that have been tested over the past century. Due to many abnormal phenomena …

The profitability of technical trading rules in the Bitcoin market

DF Gerritsen, E Bouri, E Ramezanifar… - Finance Research Letters, 2020 - Elsevier
We apply seven trend-following indicators to assess the profitability of technical trading rules
in the Bitcoin market. Using daily price data from July 2010 to January 2019, our main …

Analysis of decision making factors for equity investment by DEMATEL and Analytic Network Process

WS Lee, AYH Huang, YY Chang, CM Cheng - Expert Systems with …, 2011 - Elsevier
Existing methodologies of equity investment, such as fundamental analysis, technical
analysis, and institutional investor analysis, explore important factors of stock price …

Combining LSTM and CNN methods and fundamental analysis for stock price trend prediction

Z Nourbakhsh, N Habibi - Multimedia Tools and Applications, 2023 - Springer
Stock market trend prediction has always been a major challenge for investors. In this paper,
the combination of Convolutional Neural Network and long short-term memory methods, as …

The profitability of technical analysis: A review

CH Park, SH Irwin - 2004 - ageconsearch.umn.edu
The purpose of this report is to review the evidence on the profitability of technical analysis.
To achieve this purpose, the report comprehensively reviews survey, theoretical and …

Does investor sentiment create value for asset pricing? An empirical investigation of the KOSPI‐listed firms

A Bouteska, T Sharif, MZ Abedin - International Journal of …, 2024 - Wiley Online Library
This paper proposes the development of an improved investor sentiment index (ISI) to apply
on the Korea Composite Stock Price Index (KOSPI) and assess the vitality of sentiment …

Profitability of technical stock trading: Has it moved from daily to intraday data?

S Schulmeister - Review of Financial Economics, 2009 - Elsevier
This paper investigates how technical trading systems exploit the momentum and reversal
effects in the S&P 500 spot and futures market. When based on daily data, the profitability of …

Crypto swings and the performance of carbon-intensive equity funds in China

M Umar, X Ji, N Mirza, H Li - Resources Policy, 2022 - Elsevier
The massive reliance on the consumption of non-renewable energy resources for bitcoin
mining has environmental implications. This paper addresses a critical research gap related …

Investor sentiment, stock returns, and analyst recommendation changes: The KOSPI stock market

K Kim, D Ryu, H Yang - Investment Analysts Journal, 2019 - journals.co.za
By analysing daily data on the KOSPI stock market, we examine how investor sentiment and
stock market returns respond to announcements of changes in analysts' recommendations …