[HTML][HTML] Financial news predicts stock market volatility better than close price

A Atkins, M Niranjan, E Gerding - The Journal of Finance and Data Science, 2018 - Elsevier
The behaviour of time series data from financial markets is influenced by a rich mixture of
quantitative information from the dynamics of the system, captured in its past behaviour, and …

Application and performance of data mining techniques in stock market: A review

J Kaur, K Dharni - Intelligent Systems in Accounting, Finance …, 2022 - Wiley Online Library
Prediction and the stock market go hand in hand. Due to the inherent limitations of traditional
forecasting methods and the pursuit to uncover the hidden patterns in stock market data …

Data mining–based stock price prediction using hybridization of technical and fundamental analysis

J Kaur, K Dharni - Data Technologies and Applications, 2023 - emerald.com
Purpose The stock market generates massive databases of various financial companies that
are highly volatile and complex. To forecast daily stock values of these companies, investors …

[PDF][PDF] Fundamental versus technical analysis of investment: Case study of investors decision in Indonesia stock exchange

W Utami, L Nugroho - The journal of internet Banking and …, 2017 - academia.edu
The focus of this research is to explain whether investors prefer technical or fundamental
analysis to analyze their investment options and to analyze factors influencing the selection …

Analysis and classification of companies on tehran stock exchange with incomplete information

AK Birjandi, S Dehmolaee, R Sheikh… - RAIRO-Operations …, 2021 - rairo-ro.org
Due to uncertainty and large number of companies in financial market, it has become difficult
to choose the right stock to investments. Identifying and classifying stocks using fundamental …

Fundamental analysis and technical analysis integrated system for stock filtration

N Eiamkanitchat, T Moontuy, S Ramingwong - Cluster Computing, 2017 - Springer
Fundamentals and technical investigation is a technique which enhances decision making
for stock investors. The fundamental analysis includes looking at any information, other than …

The integration of fundamental and technical analysis in predicting the stock price

IN Agustin - Jurnal Manajemen Maranatha, 2019 - journal.maranatha.edu
Abstract Fundamental Analysis and Technical Analysis have long been used by investors as
an analysis instrument to predict the stock price in gaining optimal return. The purpose of …

Stock direction forecasting techniques: An empirical study combining machine learning system with market indicators in the Indian context

D Chandwani, MS Saluja - International Journal of Computer …, 2014 - papers.ssrn.com
Stock price movement prediction has been one of the most challenging issues in finance
since the time immemorial. Many researchers in past have carried out extensive studies with …

State-of-the-art in applying machine learning to electronic trading

FA Rabhi, N Mehandjiev, A Baghdadi - Enterprise Applications, Markets …, 2020 - Springer
This paper presents a literature survey of how machine learning techniques are being used
in the area of electronic financial market trading. It first defines the essential components of …

Assessing corporate social responsibilities in the banking sector: as a tool of strategic communication during the global financial crisis

H Dinçer, S Yüksel, M Yazici… - Handbook of research on …, 2019 - igi-global.com
The aim of the chapter is to evaluate the corporate social responsibilities in the banking
sector during global financial crisis period. For this purpose, alternatives of corporate social …